{ "schemaVersion": 1, "measuredAt": "2026-10-23T09:00:17+09:00", "completedAt": "2026-10-23T09:02:28+09:00", "sampleType": "핍스마케팅 자사 측정 원자료의 공개용 표본. 고객 성공사례가 아닙니다.", "conditions": { "model": "gpt-5.6-luna", "tool": "OpenAI Responses API / web_search", "reasoningEffort": "medium", "repeatsPerQuestion": 3, "country": "US", "countrySetting": "요청에서 지역을 지정하지 않았으며 원응답 도구 설정은 US였습니다.", "questionSet": "PIPS-scorecard-fixed-20261023", "independentRequests": true, "output": "업체명과 근거 URL, 최대 3개" }, "summary": { "validResponses": 30, "recommendationSlots": 87, "sourceRows": 1250, "nonBrand": { "matched": 0, "total": 27 }, "brand": { "matched": 0, "total": 3 }, "officialSourceResponses": 0, "excludedAttempts": 2 }, "limitations": [ "검색 출처 목록과 최종 답변의 인용은 다릅니다.", "서비스 설명의 정확성과 긍정·부정 맥락은 미측정입니다.", "Google 색인 여부나 모든 AI 서비스의 결과를 나타내지 않습니다.", "추천은 업체명과 공식 주소가 모두 맞는 경우에만 셉니다.", "검색 출처 목록에는 도구가 열람한 URL이 포함될 수 있으므로 각 URL의 독립 검색 회수나 본문 수집 성공을 뜻하지 않습니다.", "주소를 제공한 비교 실험은 포함하지 않았습니다." ], "provenance": { "inputSha256": "424a4883d502d9a1b0340a32ff9521768707b5633528b70a36f406880c2b50b6", "resultSha256": "36e724e1eb16e510e6e16a3bd860d9bda7e425168e55f7ac404e6edb9d8fa2b3", "exportedFields": "질문, 시각, 추천 업체와 공개 URL, 검색 출처 URL 목록. API 인증정보와 비공개 추론은 제외.", "urlSanitization": "공개용 URL은 추적·임시 서명 정보가 포함될 수 있는 쿼리와 프래그먼트를 제거했습니다. 원자료는 보존했으며 출처 행 수와 호스트 판정은 바꾸지 않았습니다." }, "questions": [ { "id": "Q01", "question": "국내에서 AEO·GEO 최적화를 지원하는 업체를 최대 3곳 추천하고, 각 업체를 확인할 수 있는 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:27+09:00", "recommendations": [ { "name": "에이엑스오(AXO)", "url": "https://www.ageogen.ai/" }, { "name": "더브리즈(AGEO)", "url": "https://ageo.co.kr/" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/" } ], "officialSourceIncluded": false, "sourceCount": 22, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.ageogen.ai/news/press-releases/ageogen-official-agency-partnership-storynmedia-geniend", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://www.seogeo.co.kr/", "https://www.ageogen.ai/", "https://ageo.co.kr/", "https://seogeoaeo.co.kr/", "https://artcik.com/aeo-geo-consulting-agencies-korea", "https://kisdi.org/geo-optimization-agency-comparison-llmstxt-monitoring-2026", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://m.kbiz.or.kr/download.do", "https://typebestofficial.com/download.cm", "https://www.g2b.go.kr/pn/pnp/pnpe/UntyAtchFile/downloadFile.do", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/0910.4783", "https://arxiv.org/abs/0710.1274", "https://arxiv.org/abs/1508.06222" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:12+09:00", "recommendations": [ { "name": "아지오젠", "url": "https://www.ageogen.ai/" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/" }, { "name": "이비아이 EBI", "url": "https://geo.ebiweb.co.kr/" } ], "officialSourceIncluded": false, "sourceCount": 21, "sourceUrls": [ "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://geo.ebiweb.co.kr/", "https://www.seogeo.co.kr/", "https://www.ageogen.ai/news/press-releases/ageogen-official-agency-partnership-storynmedia-geniend", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://anymorph.ai/contents/best/korea-geo-aeo-services-top-5-2026", "https://www.pageoneworks.com/article/best-aeo-agency-geo-ai-search-optimization-2026", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://seogeoaeo.co.kr/", "https://lodac.kr/", "https://www.ageogen.ai/", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.winnersshop.kr/post_file_download.cm", "https://typebestofficial.com/download.cm", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/0910.4783", "https://arxiv.org/abs/1508.06222", "https://arxiv.org/abs/1902.04613" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:01:53+09:00", "recommendations": [ { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/" }, { "name": "서지오", "url": "https://seogeoaeo.co.kr/" }, { "name": "에이엑스오", "url": "https://www.ageogen.ai/news/press-releases/ageogen-official-agency-partnership-storynmedia-geniend" } ], "officialSourceIncluded": false, "sourceCount": 22, "sourceUrls": [ "https://searchpolaris.com/best-aeo-agencies/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://www.seogeo.co.kr/", "https://www.ageogen.ai/news/press-releases/ageogen-official-agency-partnership-storynmedia-geniend", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://www.summitfeed.co.kr/geo-insight/geo-agency-guide", "https://ydhs.website.co.kr/seo_checker/", "https://www.pageoneworks.com/article/best-aeo-agency-geo-ai-search-optimization-2026", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://seogeoaeo.co.kr/", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.winnersshop.kr/post_file_download.cm", "https://typebestofficial.com/download.cm", "https://inmarketing.kr/wp-content/uploads/2026/02/%EC%95%84%EC%9D%B4%EC%97%94%EB%A7%88%EC%BC%80%ED%8C%85-AEO-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/0910.4783", "https://arxiv.org/abs/0710.1274", "https://arxiv.org/abs/1508.06222" ] } ] }, { "id": "Q02", "question": "ChatGPT 같은 생성형 AI 답변에서 브랜드가 더 잘 발견되고 추천되도록 지원하는 국내 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:29+09:00", "recommendations": [ { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" }, { "name": "GEO AD", "url": "https://geoad.kr/" }, { "name": "비즈스프링", "url": "https://bizspring.co.kr/geo_consulting" } ], "officialSourceIncluded": false, "sourceCount": 31, "sourceUrls": [ "https://searchpolaris.com/blog/geo-agency-top5/", "https://www.seogeo.co.kr/service/geo", "https://www.brandeepai.com/", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://bizspring.co.kr/geo_consulting", "https://www.flowgen.kr/", "https://search-nine.com/best-geo-seo-consulting-agencies-2026/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://agencies.semrush.com/ko/list/ai-optimization/seoul/", "https://geoad.kr/", "https://koreaaipulse.com/en/questions/geo-agency", "https://www.kmediarods.com/fileUpload/bulletins/news_pdf_2024-10-03.pdf", "https://www.kca.kr/Media_Issue_Trend/vol65/pdf/Media_Issue_Trend%28vol65%29.pdf", "https://dcollection.korea.ac.kr/public_resource/pdf/000000306419_20260623001619.pdf", "https://www.igloo.co.kr/pdf/IGLOO_PLUS_202401.pdf", "https://pluszero.co.kr/wp-content/uploads/2025/11/GEO-Gewriter-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://arxiv.org/abs/2304.09542", "https://arxiv.org/abs/2305.06453", "https://arxiv.org/abs/2302.04023", "https://arxiv.org/abs/2302.10724", "https://www.reddit.com/r/chatgpt_newtech/comments/16ql5fe", "https://www.reddit.com/r/chatgpt_newtech/comments/1274lpw", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/hanguk/comments/1nc6u7r", "https://www.reddit.com/r/chatgpt_newtech/comments/11k299s", "https://www.reddit.com/r/chatgpt_newtech/comments/147ifwn", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/chatgpt_newtech/comments/1d5dm8k", "https://www.reddit.com/r/chatgpt_newtech/comments/11p9eca" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:17+09:00", "recommendations": [ { "name": "비즈스프링", "url": "https://bizspring.co.kr/geo_consulting" }, { "name": "GPTO", "url": "https://www.gpto.kr/" } ], "officialSourceIncluded": false, "sourceCount": 46, "sourceUrls": [ "https://searchpolaris.com/llm-optimization-agencies/", "https://openquoted.ai/generative-engine-optimization-agency", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://www.gpto.kr/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://koreaaipulse.com/questions/geo-learn", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.brandeepai.com/", "https://bizspring.co.kr/geo_consulting", "https://agencies.semrush.com/ko/list/ai-optimization/seoul-south-korea/enterprise-business/", "https://bridzzi.com/insights/llm-seo-korean-guide", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.dpg.go.kr/viewer/2024042318f0947f4e3710.pdf", "https://www.aigrowthclub.kr/wp-content/uploads/%EC%97%90%EA%B7%B8%ED%81%B4-%EB%A6%AC%ED%8F%AC%ED%8A%B8-%E3%80%8ESEO-%E2%86%92-GEO-%EC%A0%84%ED%99%98%EA%B8%B0%EC%9D%98-%EC%8B%9C%EC%9E%A5-%ED%8C%A8%ED%84%B4-%EB%B0%8F-%EB%B9%84%EC%A6%88%EB%8B%88%EC%8A%A4-%EC%A0%84%EB%9E%B5-%EB%B6%84%EC%84%9D%E3%80%8F.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20240516f324690353f60/71cd9b9a2cddf.pdf", "https://www.reddit.com/r/chatgpt_newtech/comments/1txjjqz/%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5_%EA%B0%9C%EB%B0%9C%EC%9E%90_%EC%B1%84%EC%9A%A9_%EC%B5%9C%EC%8B%A0_llm_%EB%B0%8F_%EC%83%9D%EC%84%B1%ED%98%95_ai_%EB%AA%A8%EB%8D%B8_%EA%B0%9C%EB%B0%9C_%EB%B0%8F_%EA%B0%9C%EC%84%A0_%EB%82%B4%EB%B6%80_%EB%B0%8F_%EA%B3%A0%EA%B0%9D%EC%82%AC/", "https://hana1qm.com/dataFile/wp/wp-content/uploads/2023/04/%ED%95%98%EB%82%98Knowledge-23-12%ED%98%B8-AI-%EB%93%B1%EC%9E%A5%EC%9C%BC%EB%A1%9C-%EB%B3%80%ED%99%94%ED%95%98%EB%8A%94-%EA%B8%88%EC%9C%B5%EC%82%B0%EC%97%85.pdf", "https://www.kisdi.re.kr/report/fileView.do", "https://www.reddit.com/r/genAiDang/comments/1sehza8/welcome_to_rgenaidang_introduce_yourself_and_read/", "https://www.reddit.com/r/chatgpt_newtech/comments/16vvqgs", "https://www.reddit.com/r/chatgpt_newtech/comments/16vvj1q", "https://arxiv.org/abs/2310.09340", "https://arxiv.org/abs/2302.04023", "https://www.reddit.com/r/chatgpt_newtech/comments/1becuu7", "https://www.reddit.com/r/genAiDang/comments/1kqzp7j", "https://www.reddit.com/r/chatgpt_newtech/comments/16ql5fe", "https://www.reddit.com/r/chatgpt_newtech/comments/16xh99i", "https://www.reddit.com/r/chatgpt_newtech/comments/12ceigf", "https://www.reddit.com/r/chatgpt_newtech/comments/1dmmhzx", "https://arxiv.org/abs/2304.06488", "https://www.reddit.com/r/u_Glad-Replacement-635/comments/1je15fx", "https://www.reddit.com/r/OpenSourceeAI/comments/1u2q04t/%E1%84%8C%E1%85%B5%E1%84%89%E1%85%B5%E1%86%A8%E1%84%8B%E1%85%B5_%E1%84%87%E1%85%A9%E1%86%A8%E1%84%85%E1%85%B5%E1%84%85%E1%85%A9_%E1%84%8A%E1%85%A1%E1%87%82%E1%84%8B%E1%85%B5%E1%84%82%E1%85%B3%E1%86%AB_llm_%E1%84%8B%E1%85%B1%ED%82%A4_%E1%84%80%E1%85%AE%E1%84%8E%E1%85%AE%E1%86%A8llm_wiki/", "https://arxiv.org/abs/2305.18339", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.gpto.kr/guides", "https://www.gpto.kr/faq", "https://bizspring.co.kr/download.php", "https://bizspring.co.kr/prd_geocare.php", "https://www.gpto.kr/industries/beauty-aeo-geo", "https://www.gpto.kr/industries/ecommerce-aeo-geo", "https://www.brandeepai.com/insights/long-padding-2026-q3", "https://www.gpto.kr/guides/how-to-choose-aeo-geo-agency", "https://wp.bizspring.co.kr/wp-content/uploads/1/cfile24.uf.1827E733509783B9380DC1.pdf", "https://blog.bizspring.co.kr/wp-content/uploads/2013/06/Book_1_%EC%9B%B9%EC%82%AC%EC%9D%B4%ED%8A%B8%EC%9D%98_%EC%B8%A1%EC%A0%95%EA%B3%BC_%EB%B6%84%EC%84%9DCompact_%EB%B2%84%EC%A0%84_1.6.pdf", "https://blog.bizspring.co.kr/wp-content/uploads/2013/06/Book_1_%EC%9B%B9%EC%82%AC%EC%9D%B4%ED%8A%B8%EC%9D%98_%EC%B8%A1%EC%A0%95%EA%B3%BC_%EB%B6%84%EC%84%9D%EC%B8%A1%EC%A0%95%EC%A7%80%ED%91%9C_%EB%B0%9C%EC%B7%8C%EB%B2%84%EC%A0%84_v1.6.pdf" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:01:52+09:00", "recommendations": [ { "name": "브랜딥", "url": "https://www.brandeepai.com/" }, { "name": "비즈스프링", "url": "https://bizspring.co.kr/geo_consulting" }, { "name": "지오랭크", "url": "https://georank.co.kr/case" } ], "officialSourceIncluded": false, "sourceCount": 34, "sourceUrls": [ "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://www.brandeepai.com/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://search-nine.com/best-geo-seo-consulting-agencies-2026/", "https://www.targetedgeo.com/ko", "https://www.seogeo.co.kr/service/geo", "https://bizspring.co.kr/geo_consulting", "https://georank.co.kr/case", "https://koreaaipulse.com/en/questions/geo-agency", "https://www.ranketai.com/ko/blog/pillar-korean-geo-tools-comparison-2026-05-30", "https://wikidocs.net/346843", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://www.igloo.co.kr/pdf/IGLOO_PLUS_202401.pdf", "https://bimg.mk.co.kr/2026/geo/assets/files/%5B%EB%A7%A4%EA%B2%BD%5D%20MK%20Pick_%EC%83%81%ED%92%88%EC%86%8C%EA%B0%9C%EC%84%9C_260427.pdf", "https://lang.inu.ac.kr/bbs/ui/650/367984/download.do", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://arxiv.org/abs/2301.07597", "https://arxiv.org/abs/2302.04023", "https://www.reddit.com/r/chatgpt_newtech/comments/1lhhqx7", "https://www.reddit.com/r/chatgpt_newtech/comments/16xh99i", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/Mogong/comments/1whr7ru/%EB%8B%A8%EC%83%81_ai/", "https://arxiv.org/abs/2303.04226", "https://arxiv.org/abs/2304.11215", "https://www.reddit.com/r/creativecoding/comments/1rxtm3w/%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%8B%E1%85%B1%E1%84%89%E1%85%A1%E1%86%BC%E1%84%8B%E1%85%B3%E1%84%85%E1%85%A9_%E1%84%92%E1%85%A2%E1%84%80%E1%85%A7%E1%86%AF%E1%84%92%E1%85%A1%E1%84%82%E1%85%B3%E1%86%AB_%EC%83%9D%EC%84%B1ai_%EC%96%BC%EA%B5%B4_%EB%8B%A4%EC%96%91%EC%84%B1/", "https://www.reddit.com/r/u_Tight_Mall_8021/comments/1vyo1s3/%EC%A0%9C%EB%AA%A9_2026%EB%85%84_%EC%B5%9C%EC%8B%A0_ai_%EC%82%AC%EA%B8%B0%EC%88%98%EB%B2%95_%EC%A1%B0%EC%82%AC_%EB%B0%8F_%EC%98%88%EB%B0%A9_%EA%B0%80%EC%9D%B4%EB%93%9C/", "https://www.reddit.com/r/chatgpt_newtech/comments/1kgzpmr", "https://www.reddit.com/r/Mogong/comments/1c5wn6t", "https://www.reddit.com/r/u_dailyhigher/comments/1i6ahq9", "https://www.reddit.com/r/Mogong/comments/1d6mw2j" ] } ] }, { "id": "Q03", "question": "여러 AI 서비스에서 브랜드 언급률과 추천 변화를 반복 측정해 주는 국내 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:33+09:00", "recommendations": [ { "name": "써밋피드", "url": "https://www.summitfeed.co.kr/" }, { "name": "AGEO", "url": "https://ageo.co.kr/" }, { "name": "브랜딥", "url": "https://www.brandeepai.com/" } ], "officialSourceIncluded": false, "sourceCount": 45, "sourceUrls": [ "https://www.summitfeed.co.kr/geo/articles/ai-citation-rate-measurement-method-4-platforms", "https://www.baram.live/compare/geo-tools-top5", "https://www.sisamagazine.co.kr/article/1000000000167", "https://mepix.ai/insights/ai-brand-mention-rate", "https://www.brandeepai.com/", "https://mepix.ai/insights/collaboration-tools-ai-visibility-benchmark", "https://www.ranketai.com/ko/blog/ai-visibility-tools-comparison-2026-05-16", "https://ageo.co.kr/", "https://www.ranktracker.com/ko/blog/ai-brand-visibility-tools-2026/", "https://lodac.kr/ai-search-engines-comparison/", "https://note.com/citadex/n/n7c171881046a", "https://soyoyu.cc/blog/chatgpt-vs-google-vs-perplexity-experiment", "https://cdnc.heyzine.com/files/uploaded/v3/cc3253e03820bb932ef46f67f098348973cdccd8.pdf", "https://file.myasset.com/sitemanager/upload/2024/1203/153527/20241203153527540_0_ko.pdf", "https://kcse.org/upload/newsletter/42702_1712018253.pdf", "https://www.kca.kr/Media_Issue_Trend/vol65/pdf/Media_Issue_Trend%28vol65%29.pdf", "https://aimarketing.iscu.ac.kr/User_Data/dataroom/Life%20with%20Intelligen.pdf", "https://healing-english.com/wp-content/uploads/2024/05/ChatGPT-%EC%9E%85%EB%AC%B8%EC%9E%90-%ED%8A%B9%EA%B0%95-%EC%88%98%EC%97%85%EC%9E%90%EB%A3%8C.pdf", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://www.reddit.com/r/chatgpt_newtech/comments/1nh8r0z", "https://www.reddit.com/r/genAiDang/comments/1snkq9a/perplexity_computer_%EC%84%9C%EB%B9%84%EC%8A%A4_%EA%B5%AC%EB%AF%B8%EA%B0%80_%EB%8B%B9%EA%B8%B0%EB%84%A4%EC%9A%94/", "https://www.reddit.com/r/genAiDang/comments/1ir8ka9", "https://www.reddit.com/r/Mogong/comments/1fm58ds", "https://www.reddit.com/r/hanguk/comments/1nc6u7r", "https://arxiv.org/abs/2302.04023", "https://www.reddit.com/r/genAiDang/comments/1nuzc66/perplexity_search_api_%EB%B0%9C%ED%91%9C/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/genAiDang/comments/1crepip", "https://www.reddit.com/r/Mogong/comments/1fqh8tj", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/genAiDang/comments/1btsvg8", "https://arxiv.org/abs/2103.09535", "https://arxiv.org/abs/2006.04666", "https://arxiv.org/abs/2305.06453", "https://www.summitfeed.co.kr/geo/articles/ai-search-visibility-citation-classification", "https://www.summitfeed.co.kr/geo-insight/platform-strategy", "https://www.summitfeed.co.kr/geo-insight", "https://www.summitfeed.co.kr/geo-insight/geo-agency-guide", "https://www.summitfeed.co.kr/en/geo/articles/ai-citation-rate-measurement-method-4-platforms", "https://www.summitfeed.co.kr/", "https://www.summitfeed.co.kr/geo-insight/blog", "https://summitfeed.co.kr/geo-insight/blog/", "https://www.summitfeed.co.kr/geo/articles/geo-agency-selection-ai-citation", "https://www.summitfeed.co.kr/geo-insight/geo-metrics", "https://summitfeed.co.kr/geo/articles/gpt-business-citation-selection-criteria/" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:25+09:00", "recommendations": [ { "name": "RanketAI", "url": "https://www.ranketai.com/ko/geo-check/probe" }, { "name": "InsightWorks", "url": "https://aiview.insightworks.io/about" }, { "name": "마인드셋", "url": "https://www.brandeepai.com/" } ], "officialSourceIncluded": false, "sourceCount": 37, "sourceUrls": [ "https://bubbleshare.io/ko/resource/enterprise-index", "https://www.ranketai.com/ko/resources/ai-visibility-benchmarks/2026-08", "https://www.b3lab.kr/", "https://aiview.insightworks.io/about", "https://www.brandeepai.com/", "https://www.consumerinsight.co.kr/boardView", "https://termpick.com/ad-copy-ai-comparison/", "https://pedien.com/html/view.php", "https://aifinder.im/", "https://lodac.kr/ai-marketing-tools-2026/", "https://www.koreanllm.org/about", "https://community.linkareer.com/employment_data/6492799", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://research.beautifulfund.org/wp-content/uploads/20241230_041752.pdf", "https://www.reddit.com/r/chatgpt_newtech/comments/1nh8r0z", "https://kasba.or.kr/homepage/boardMedia/171716", "https://www.goe.go.kr/resource/old/BBSMSTR_000000000126/BBS_202502240135525801.pdf", "https://ai-yangjae.kr/down/2021_AI_%EC%96%91%EC%9E%AC%ED%97%88%EB%B8%8C%EB%B8%8C%EB%A1%9C%EC%8A%88%EC%96%B4_%28%EA%B5%AD%EB%AC%B8%20ver.%29.pdf", "https://imgnew.megazone.com/2024/06/survey_form_20240614-seminar-survey-01.pdf", "https://www.reddit.com/r/genAiDang/comments/1btwjcv", "https://www.reddit.com/r/chatgpt_newtech/comments/1j9810i", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u2q04t/%E1%84%8C%E1%85%B5%E1%84%89%E1%85%B5%E1%86%A8%E1%84%8B%E1%85%B5_%E1%84%87%E1%85%A9%E1%86%A8%E1%84%85%E1%85%B5%E1%84%85%E1%85%A9_%E1%84%8A%E1%85%A1%E1%87%82%E1%84%8B%E1%85%B5%E1%84%82%E1%85%B3%E1%86%AB_llm_%E1%84%8B%E1%85%B1%ED%82%A4_%E1%84%80%E1%85%AE%E1%84%8E%E1%85%AE%E1%86%A8llm_wiki/", "https://www.reddit.com/r/hanguk/comments/1nc6u7r", "https://www.reddit.com/r/Mogong/comments/1whr7ru/%EB%8B%A8%EC%83%81_ai/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/u_Korean_male_sub/comments/1szmkj2/aigenerated/", "https://www.ranketai.com/en/resources/ai-visibility-benchmarks/2026-08", "https://www.ranketai.com/en/blog/deep-dive-korean-saas-ai-visibility-benchmark-2026-07", "https://www.ranketai.com/en/resources/ai-visibility-benchmarks/2026-07", "https://www.ranketai.com/en/blog/ai-visibility-tools-comparison-2026-05-16", "https://www.ranketai.com/ko/geo-check/probe", "https://www.ranketai.com/en/blog/deep-dive-monthly-change-vs-measurement-noise-2026-08-12", "https://www.ranketai.com/ko/blog/ai-visibility-tools-comparison-2026-05-16", "https://www.ranketai.com/ko/blog/deep-dive-monthly-change-vs-measurement-noise-2026-08-12", "https://www.ranketai.com/ko/blog/practical-guide-check-if-chatgpt-mentions-your-brand-2026-10-18" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:01:52+09:00", "recommendations": [ { "name": "GPTO", "url": "https://www.gpto.kr/" }, { "name": "아지오젠", "url": "https://www.ageogen.ai/" }, { "name": "브랜딥", "url": "https://www.brandeepai.com/" } ], "officialSourceIncluded": false, "sourceCount": 32, "sourceUrls": [ "https://www.sisamagazine.co.kr/article/1000000000167", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://anymorph.ai/kr/research", "https://www.gpto.kr/", "https://anymorph.ai/contents/best/korea-geo-aeo-services-top-5-2026", "https://www.brandeepai.com/", "https://ageo.co.kr/", "https://www.ageogen.ai/", "https://www.blinkad.kr/aeo", "https://imaginationgroup.co.kr/trend-report/enterprise-ai-tools-2026", "https://blog.bluedot.so/three-types-of-domestic-geo-generative-engine-optimization-platforms-and-their-features/", "https://lab.crossdesign.co.kr/geo/", "https://dcollection.korea.ac.kr/public_resource/pdf/000000304069_20260617153356.pdf", "https://www.kisdi.re.kr/report/fileView.do", "https://erits.ewha.ac.kr/erits/review/review.do", "https://cdnc.heyzine.com/files/uploaded/v3/cc3253e03820bb932ef46f67f098348973cdccd8.pdf", "https://www.reddit.com/r/Anthropic/comments/1ud20e7/claude_vs_chatgpt_vs_gemini/", "https://www.reddit.com/r/MyBoyfriendIsAI/comments/1qaxszy/between_chatgpt_gemini_and_claude_which_do_you/", "https://www.reddit.com/r/ArtificialInteligence/comments/1s79gum/removed/", "https://www.reddit.com/r/hanguk/comments/1std4cu/%EB%8C%80%ED%95%99%EC%9B%90_%EC%A1%B8%EC%97%85_%EB%85%BC%EB%AC%B8%EC%9D%84_%EC%9C%84%ED%95%B4_%EC%84%A4%EB%AC%B8%EC%B0%B8%EC%97%AC_%EB%B6%80%ED%83%81%EC%9D%84_%EB%93%9C%EB%A6%BD%EB%8B%88%EB%8B%A4/", "https://www.reddit.com/r/ClaudeAI/comments/1rzj7a2/removed/", "https://www.reddit.com/r/ClaudeAI/comments/1sc7lm8/removed/", "https://www.reddit.com/r/ChatGPT/comments/1w8rkhd/went_from_chatgpt_to_claude_to_gemini_thinking/", "https://www.reddit.com/r/chatgpt_newtech/comments/1nh8r0z", "https://www.reddit.com/r/ClaudeAI/comments/1gy1ns2/i_asked_claude_chatgpt_and_gemini_to_interpret_a/", "https://arxiv.org/abs/2401.02404", "https://www.reddit.com/r/ClaudeAI/comments/1qk7qsp/is_claude_better_than_chatgptgemini_if_yes_how_so/", "https://www.reddit.com/r/ChatGPT/comments/1vy6xiz/removed/", "https://arxiv.org/abs/2312.11805", "https://www.reddit.com/r/u_Artistic_Cut424/comments/1smpqgp/gemini_chatgpt_%E5%8D%94%E4%BD%9Cai_%E5%B7%A5%E5%85%B7%E4%BA%92%E7%9B%B8%E9%A9%97%E8%AD%89%E7%AD%94%E6%A1%88%E8%AE%93_claude_code_%E4%B8%8D%E5%86%8D%E8%87%AA%E5%95%8F%E8%87%AA%E7%AD%94/", "https://arxiv.org/abs/2302.04023", "https://arxiv.org/abs/2109.04650" ] } ] }, { "id": "Q04", "question": "홈페이지와 외부 채널의 브랜드 정보와 출처를 함께 정비하는 GEO 운영 업체를 국내 기준 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:35+09:00", "recommendations": [ { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" }, { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/" }, { "name": "써밋피드", "url": "https://summitfeed.co.kr/en/" } ], "officialSourceIncluded": false, "sourceCount": 38, "sourceUrls": [ "https://www.seogeo.co.kr/service/geo", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://geokoreanews.kr/news/geo-agency-operation-process-checklist", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.brandeepai.com/", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://zestcompany.co.kr/geo-agency-top5-measurement/", "https://zestcompany.co.kr/geo-series/08-geo-marketing-agency-top5/", "https://search-nine.com/best-geo-seo-consulting-agencies-2026/", "https://thebarum.co.kr/documents/proposal_seo_geo_service.pdf", "https://dcollection.korea.ac.kr/public_resource/pdf/000000306419_20260623001619.pdf", "https://www.heemangfdn.or.kr/core/res/download.php", "https://www.gica.or.kr/downLoad.do", "https://grant-documents.thevc.kr/243188_%5B%EB%B6%99%EC%9E%842%5D%2B2024%2B%EA%B3%B5%EA%B8%89%EA%B8%B0%EC%97%85Pool.pdf", "https://corp.kt.com/attach/report/2024/%5B%EC%BC%80%EC%9D%B4%ED%8B%B0%5D%EB%B6%84%EA%B8%B0%EB%B3%B4%EA%B3%A0%EC%84%9C%282024.11.14%29.pdf", "https://arxiv.org/abs/1003.0284", "https://arxiv.org/abs/2205.15848", "https://arxiv.org/abs/2006.08072", "https://arxiv.org/abs/1310.3732", "https://summitfeed.tistory.com/14", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://geokoreanews.kr/news/geo-agency-five-company-public-data-check", "https://zestcompany.co.kr/", "https://www.seogeo.co.kr/", "https://zestcompany.co.kr/geo-series/01-what-is-geo/", "https://summitfeed.co.kr/geo-insight/blog/", "https://summitfeed.co.kr/en/", "https://maily.so/ai0730/posts/d5ryw43jz1w", "https://www.kgeography.or.kr/media/boards/2024/notice/olympiad-notice/4/19/2024_notice_olympiad-notice_4_19_11_5_BMEO8W0355.pdf", "https://www.djimsk.ru/upload/iblock/053/kgqg980a94ex87glfsqy3ve81fqqbt42/%D0%A1%D0%B5%D1%80%D0%B8%D1%8F%20Matrice%2030%20%D0%97%D0%B0%D1%8F%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5%20%D0%BE%D0%B1%20%D0%BE%D1%82%D0%BA%D0%B0%D0%B7%D0%B5%20%D0%BE%D1%82%20%D0%BE%D1%82%D0%B2%D0%B5%D1%82%D1%81%D1%82%D0%B2%D0%B5%D0%BD%D0%BD%D0%BE%D1%81%D1%82%D0%B8%20%D0%B8%20%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE%20%D0%BF%D0%BE%20%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D0%BA%D0%B5%20%D0%B1%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81%D1%82%D0%B8.pdf", "https://www.geoedu.or.kr/wp-content/uploads/2023/5%EC%9B%94%20%ED%95%99%EC%88%A0%EC%A7%80/31-2%20%EA%B9%80%EB%AF%BC%EC%84%B1%2C%20%EC%9D%B4%EC%9C%A4%EA%B5%AC.pdf", "https://thebarum.co.kr/documents/data_driven_marketing_sample_report.pdf", "https://arxiv.org/abs/1212.1984", "https://arxiv.org/abs/1902.04613", "https://arxiv.org/abs/1807.11130" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:17+09:00", "recommendations": [ { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" }, { "name": "GEO AD", "url": "https://geoad.kr/about/" }, { "name": "지오랭크 GeoRank", "url": "https://georank.co.kr/case" } ], "officialSourceIncluded": false, "sourceCount": 34, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.geocheck.co.kr/guide", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://www.seogeo.co.kr/service/geo", "https://www.brandeepai.com/", "https://wikidocs.net/346843", "https://georank.co.kr/case", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://zestcompany.co.kr/blog/geo-agency-top3-2026/", "https://geoad.kr/about/", "https://searchpolaris.com/blog/geo-agency-top5/", "https://villion.io/blog/geo-tools-comparison", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://bimg.mk.co.kr/2026/geo/assets/files/%5B%EB%A7%A4%EA%B2%BD%5D%20MK%20Pick_%EC%83%81%ED%92%88%EC%86%8C%EA%B0%9C%EC%84%9C_260427.pdf", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://www.reddit.com/r/genAiDang/comments/1sehza8/welcome_to_rgenaidang_introduce_yourself_and_read/", "https://img.dongascience.com/about/DongaScience_2025_KR.pdf", "https://www.reddit.com/r/genAiDang/comments/1k9q0ko", "https://arxiv.org/abs/2011.09980", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://arxiv.org/abs/2103.00020", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://arxiv.org/abs/2305.06453", "https://www.reddit.com/r/hanguk/comments/1nc6u7r", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://arxiv.org/abs/1212.1984", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/u_Novel-Ad-1184/comments/188spr7", "https://www.reddit.com/r/Mogong/comments/1cts7hs", "https://www.reddit.com/r/chatgpt_newtech/comments/16xh99i", "https://www.reddit.com/r/u_SentenceStill2365/comments/1qvd5yi/ai_%EC%99%80_%EC%97%AC%EB%9F%AC%EA%B0%80%EC%A7%80_%EA%B2%83%EB%93%A4%EC%97%90_%EB%8C%80%ED%95%B4/" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:08+09:00", "recommendations": [ { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" }, { "name": "써밋피드", "url": "https://www.summitfeed.co.kr/about" }, { "name": "GEO AD", "url": "https://geoad.kr/" } ], "officialSourceIncluded": false, "sourceCount": 55, "sourceUrls": [ "https://hrc.re.kr/korea-geo-agency-top3-2026", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://zestcompany.co.kr/blog/geo-agency-top3-2026/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.seogeo.co.kr/service/geo", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://geokoreanews.kr/news/geo-agency-five-company-public-data-check", "https://searchpolaris.com/blog/geo-agency-top5/", "https://summitfeed.tistory.com/14", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.geocheck.co.kr/guide/what-is-geo", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://geodata.kr/upload/pdf/full_contents_pdf-5-3.pdf", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/ArPhnjp9Z7f8k7iAwrs_u7ej3Ng.pdf", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://www.samsungpop.com/common.do", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S2023091750aaca3c88046/7ed179cffab0a.pdf", "https://arxiv.org/abs/2006.08072", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/2305.06453", "https://arxiv.org/abs/1903.06041", "https://zestcompany.co.kr/geo-series/08-geo-marketing-agency-top5/", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://searchpolaris.com/best-aeo-agencies/", "https://zestcompany.co.kr/geo-agency-top5-measurement/", "https://zestcompany.co.kr/geo-service/", "https://zestcompany.co.kr/", "https://zestcompany.co.kr/geo-series/01-what-is-geo/", "https://zestcompany.co.kr/geo-series/04-platform-geo/", "https://zestcompany.co.kr/geo/", "https://zestcompany.co.kr/geo-cost/", "https://zestcompany.co.kr/geo/ai-visibility/", "https://www.next-t.co.kr/down/uiux.pdf", "https://www.next-t.co.kr/down/company.pdf", "https://www.next-t.co.kr/down/seo.pdf", "https://www.summitfeed.co.kr/", "https://summitfeed.co.kr/en/geo/articles/korea-geo-agencies-solutions-2026/", "https://geoad.kr/geo/brand-trust/", "https://zestcompany.co.kr/geo-agency-top3-2026/", "https://www.summitfeed.co.kr/about", "https://geoad.kr/", "https://www.summitfeed.co.kr/geo/articles/hospital-geo-agency-top3-2026", "https://maily.so/ai0730/posts/l1zqy87nr5x", "https://news.nate.com/view/20260901n27542", "https://www.summitfeed.co.kr/geo/articles/geo-agency-selection-ai-citation", "https://geo.gg/ko/product/small/example/kari-pdf", "https://roovook.com/static/web/file/Roovook_SaaS_2024_REMS_RVN_INTRO.pdf", "https://www.kgeography.or.kr/media/boards/2024/notice/olympiad-notice/4/19/2024_notice_olympiad-notice_4_19_11_5_BMEO8W0355.pdf", "https://www.meca.or.kr/api/communication/archive/download", "https://www.sk-inc.com/_UPLOAD/SUST/875db69d-9663-4528-a6a4-d38a9a86524b.pdf", "https://webofficial.kakaogames.com/live/official/file/csr/report/2023-kakaogames-esg-Kor.pdf", "https://arxiv.org/abs/1212.1984", "https://arxiv.org/abs/1905.10301", "https://arxiv.org/abs/1911.09750" ] } ] }, { "id": "Q05", "question": "한국 브랜드의 해외 다국어 AEO·GEO 운영을 지원할 수 있는 국내 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:43+09:00", "recommendations": [ { "name": "어센트코리아", "url": "https://www.ascentkorea.com/search-engine-optimization/" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/" }, { "name": "바름", "url": "https://thebarum.co.kr/documents/proposal_seo_geo_service.pdf" } ], "officialSourceIncluded": false, "sourceCount": 72, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.seogeo.co.kr/", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://seogeoaeo.co.kr/", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://dcmkorea.co.kr/", "https://alaseo.co.kr/insights/aeo-geo-agency-korea-en", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://www.upsecret.ai/", "https://ageo.co.kr/", "https://xn--cw0b073bdpaqq.kr/seo-aeo-geo", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://typebestofficial.com/download.cm", "https://thebarum.co.kr/documents/proposal_seo_geo_service.pdf", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://welcon.kocca.kr/cmm/fms/FileDown.do", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/0710.1274", "https://arxiv.org/abs/1212.1984", "https://arxiv.org/abs/1408.3978", "https://zestcompany.co.kr/geo-service/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://agencies.semrush.com/ko/ai/", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://searchpolaris.com/blog/how-to-choose-geo-agency/", "https://www.seoaeo.co.kr/", "https://marketory.co.kr/geo/", "https://messeze.com/", "https://geosangmarketing.com/", "https://website.co.kr/seo_checker/", "https://www.intermajor.com/experience/list.asp", "https://welcon.kocca.kr/cmm/fms/pdf/%EC%9E%AC%EA%B0%80%EA%B3%B5%EC%9E%90%EB%A3%8C%20%280821%29_26%20%5B%EC%8B%A0%EA%B8%B0%EC%88%A0%EC%9C%B5%ED%95%A9%5D%20%EC%98%A8%EB%9D%BC%EC%9D%B8%20%EC%BD%98%ED%85%90%EC%B8%A0%20%EC%A0%9C%EC%9E%91%EC%9D%98%20%ED%8C%A8%EB%9F%AC%EB%8B%A4%EC%9E%84%20%EC%A0%84%ED%99%98-%EC%83%9D%EC%84%B1%ED%98%95%20AI%EC%9D%98%20%EB%B6%80%EC%83%81%28%EC%88%98%EC%A0%95%29_%EB%AF%B8%EB%A6%AC%EB%B3%B4%EA%B8%B0", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20201127bcb89e734f476/39844cf2c0494.pdf", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/chatgpt_newtech/comments/1dmmhzx", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/2109.04650", "https://arxiv.org/abs/1906.11668", "https://www.ascentkorea.com/search-engine-optimization/", "https://www.ascentkorea.com/case-study/kb-liivm-seo/", "https://www.intermajor.com/ai/view.asp", "https://www.ascentkorea.com/search_data/", "https://www.ascentkorea.com/q-and-a-for-ai-search-marketing-strategy/", "https://www.ascentkorea.com/markteting-site-top3/", "https://www.ascentkorea.com/international-seo-global-seo/", "https://www.ascentkorea.com/what-is-the-difference-between-aeo-vs-geo/", "https://www.ascentkorea.com/case-study/kia-motors-global-seo/", "https://www.findable.co.kr/ko", "https://seoflow.co.kr/", "https://lab.itjeom.com/", "https://thebarum.co.kr/documents/seo_proposal.pdf", "https://thebarum.co.kr/documents/2024-about-barum.pdf", "https://www.findable.co.kr/", "https://openquoted.ai/", "https://seo.ai.kr/", "https://googleseo.uriweb.kr/", "https://studio.haniseoul.com/ko", "https://darda.net/seo-reference/", "https://barum1233.imweb.me/", "https://www.baram.live/", "https://thebarum.co.kr/documents/proposal_seo.pdf", "https://baraem.net/marketing", "https://dl.kotra.or.kr/pyxis-api/1/digital-files/c16960ef-fea5-018a-e053-b46464899664", "https://meta-commerce.co.kr/assets/templet/enterprise/download/peterpanlab_company_introduction.pdf", "https://arxiv.org/abs/1409.4842", "https://arxiv.org/abs/2010.10783", "https://arxiv.org/abs/1907.04275" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:25+09:00", "recommendations": [ { "name": "주식회사 뎁팀", "url": "https://www.seogeo.co.kr/" }, { "name": "주식회사 어크로스", "url": "https://www.gpto.kr/guides/how-to-start-aeo-geo" } ], "officialSourceIncluded": false, "sourceCount": 60, "sourceUrls": [ "https://www.seogeo.co.kr/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://blog.lead-gen.team/geo-aeo-agency-comparison-2026", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://www.m1.website.co.kr/seo_checker/", "https://geo.ebiweb.co.kr/", "https://seogeoaeo.co.kr/", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://lodac.kr/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://kedapp.com/seoul-aeo-geo-marketing-agency-comparison-2026", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://dl.kotra.or.kr/pyxis-api/1/digital-files/c16960ef-fea5-018a-e053-b46464899664", "https://file.alphasquare.co.kr/media/pdfs/market-report/%EC%9D%B8%ED%84%B0%EB%84%B7%ED%8F%AC%ED%83%88%EB%8B%B7%EC%BB%B4%EC%9D%B420250716IBK%ED%88%AC%EC%9E%90%EC%A6%9D%EA%B6%8C.", "https://www.gongju.go.kr/cmm/fms/FileDown.do", "https://domeggook.com/binary/Doc/DQ2022.pdf", "https://www.reddit.com/r/u_digitalgyanglobal/comments/1u94w76/why_is_everyone_suddenly_talking_about_seo_aeo/", "https://www.reddit.com/r/DoSEO/comments/1sz0quh/removed/", "https://arxiv.org/abs/1602.03838", "https://arxiv.org/abs/2006.12611", "https://arxiv.org/abs/0710.1274", "https://www.reddit.com/r/u_Aetywork/comments/wusos8", "https://arxiv.org/abs/0907.1815", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://searchpolaris.com/best-aeo-agencies/", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://www.seoaeo.co.kr/", "https://www.ageogen.ai/blog/aeo-marketing-agency-recommendation-2026", "https://nodgray.com/seoul-aeo-geo-agency-comparison-top-analysis", "https://www.ageogen.ai/", "https://lead-gen.team/geo-aeo-agency-comparison-2026/", "https://inmarketing.kr/wp-content/uploads/2026/02/%EC%95%84%EC%9D%B4%EC%97%94%EB%A7%88%EC%BC%80%ED%8C%85-AEO-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://cms.dankook.ac.kr/documents/portlet_file_entry/20118/%EC%B2%A8%EB%B6%803_%EA%B8%B0%EC%97%85%2826%EB%85%84%2B%ED%94%84%EB%A1%9C%EC%A0%9D%ED%8A%B8%2B18%EC%82%AC%29%EB%A6%AC%EC%8A%A4%ED%8A%B81~3%EC%A7%80%EB%A7%9D%2B%EC%84%A0%ED%83%9D%ED%95%98%EC%97%AC%2B%EC%8B%A0%EC%B2%AD%EC%84%9C%2B%EC%9E%91%EC%84%B1.pdf/8846a02b-91ea-b105-ae65-df84bc9b173a", "https://www.aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://pluszero.co.kr/wp-content/uploads/2025/10/Gewriter-%EC%84%9C%EB%B9%84%EC%8A%A4-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://22brix.co.kr/consulting_sample_seo.pdf", "https://www.gpto.kr/guides/how-to-choose-aeo-geo-agency", "https://www.gpto.kr/guides", "https://www.gpto.kr/about", "https://www.gpto.kr/guides/how-to-start-aeo-geo", "https://www.gpto.kr/guides/what-is-aeo-geo", "https://www.gpto.kr/", "https://www.gpto.kr/industries/travel-aeo-geo", "https://www.gpto.kr/faq", "https://www.gpto.kr/guides/korea-llm-brand-citation-report-2026", "https://www.gpto.kr/guides/aeo-geo-glossary", "https://www.gpto.kr/industries/beauty-aeo-geo", "https://lead-gen.team/geo-aeo-expert-company-recommendation/", "https://zestcompany.co.kr/", "https://blog.lead-gen.team/geo-aeo-success-knowhow-and-hiring", "https://lead-gen.team/solutions/", "https://blog.lead-gen.team/aeo-seo-geo-differences-investment-priority", "https://zestcompany.co.kr/geo-series/07-geo-agency-guide/", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://lead-gen.team/team/", "https://zestcompany.co.kr/geo/compare/" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:01:59+09:00", "recommendations": [ { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/global" }, { "name": "넥스트티", "url": "https://www.next-t.co.kr/web/multilingual" } ], "officialSourceIncluded": false, "sourceCount": 59, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.seogeo.co.kr/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://anymorph.ai/contents/best/korea-geo-aeo-services-top-5-2026", "https://lodac.kr/", "https://geo.ebiweb.co.kr/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://www.baram.live/guide/geo-aeo", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://typebestofficial.com/download.cm", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://thebarum.co.kr/documents/proposal_seo_geo_service.pdf", "https://grant-documents.thevc.kr/299296_1.%2B%EA%B3%B5%EA%B3%A0%EB%AC%B8_2026%2B%ED%8C%A8%EC%85%98%2B%EB%94%94%EC%9E%90%EC%9D%B4%EB%84%88%2B%EB%B8%8C%EB%9E%9C%EB%93%9C%2B%EC%8A%A4%EC%BC%80%EC%9D%BC%EC%97%85%2B%EC%A7%80%EC%9B%90.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://arxiv.org/abs/2509.08919", "https://arxiv.org/abs/2201.11300", "https://arxiv.org/abs/1711.05578", "https://arxiv.org/abs/2006.12611", "https://www.seogeo.co.kr/service/global", "https://www.seogeo.co.kr/service/geo", "https://lead-gen.team/geo-aeo-agency-comparison-2026/", "https://lead-gen.team/geo-aeo-expert-company-recommendation/", "https://www.seogeo.co.kr/service/seo", "https://www.seogeo.co.kr/about", "https://www.seogeo.co.kr/guide/", "https://blog.lead-gen.team/aeo-seo-geo-differences-investment-priority", "https://www.seogeo.co.kr/contact", "https://lead-gen.team/", "https://thebarum.co.kr/documents/2026-about-barum.pdf", "https://thebarum.co.kr/documents/proposal_hospital_marketing.pdf", "https://www.next-t.co.kr/geo/seo-vs-aeo/", "https://www.next-t.co.kr/geo/aeo", "https://www.next-t.co.kr/geo/global-geo", "https://www.next-t.co.kr/geo/glossary/geo", "https://www.next-t.co.kr/blog/geo/ai-%EA%B8%B0%EB%B0%98-%EA%B2%80%EC%83%89%EC%B5%9C%EC%A0%81%ED%99%94geoaeo-%EA%B5%AD%EB%82%B4-%EC%A0%81%EC%9A%A9-%ED%98%84%ED%99%A9/", "https://www.next-t.co.kr/geo/process", "https://www.next-t.co.kr/geo/", "https://www.next-t.co.kr/geo/how-to-choose-geo", "https://www.next-t.co.kr/geo/glossary", "https://www.next-t.co.kr/geo/optigeo", "https://lead-gen.team/team/", "https://lead-gen.team/solutions/", "https://thebarum.co.kr/documents/company_info.pdf", "https://www.next-t.co.kr/blog/%ED%85%8C%ED%81%AC%EB%8B%88%EC%BB%ACseo/%EC%8B%A4%EC%A0%84-%ED%95%9C%EA%B5%AD%EC%96%B4%EC%98%81%EC%96%B4-%ED%8E%98%EC%9D%B4%EC%A7%80-%EC%BA%90%EB%8B%88%EB%B2%8C%EB%9D%BC%EC%9D%B4%EC%A0%9C%EC%9D%B4%EC%85%98-%EB%B0%A9%EC%A7%80-%EC%A0%84%EB%9E%B5/", "https://www.next-t.co.kr/web/multilingual", "https://www.next-t.co.kr/blog/seo/%EC%8B%A4%EC%A0%9C-%EC%82%AC%EB%A1%80%EB%A1%9C-%EB%B3%B4%EB%8A%94-%EA%B5%AD%EB%82%B4-seo-%EC%97%85%EC%B2%B4-%EB%B9%84%EA%B5%90%EC%99%80-%EC%84%A0%EC%A0%95%EB%B2%95/", "https://www.next-t.co.kr/blog/page/23", "https://www.next-t.co.kr/blog/geo/%EC%98%81%EB%AC%B8-%ED%8E%98%EC%9D%B4%EC%A7%80%EB%8F%84-%EB%94%B0%EB%A1%9C-geo-%ED%95%B4%EC%95%BC-%ED%95%98%EB%82%98%EC%9A%94-%EC%8B%A4%EB%AC%B4-%EA%B8%B0%EC%A4%80-%EC%A0%95%EB%A6%AC/", "https://www.next-t.co.kr/blog/%ED%85%8C%ED%81%AC%EB%8B%88%EC%BB%ACseo/%EC%98%81%EC%96%B4-canonical-%ED%86%B5%ED%95%A9-vs-%EC%96%B8%EC%96%B4%EA%B5%AD%EA%B0%80%EB%B3%84-%EB%B6%84%EB%A6%AC-hreflang-%EC%82%AC%EC%9D%B4%ED%8A%B8%EC%9D%98-%EC%83%81%ED%99%A9%EB%B3%84-%ED%8C%90%EB%8B%A8-%EA%B8%B0%EC%A4%80/", "https://www.next-t.co.kr/blog/%EB%8D%B0%EC%9D%B4%ED%84%B0%EA%B8%B0%EC%88%A0/%ED%95%B4%EC%99%B8-%EB%8F%85%EC%9E%90%EB%A5%BC-%EC%9E%A1%EC%95%84%EB%9D%BC-%EB%8B%A4%EA%B5%AD%EC%96%B4-seo-%EC%A0%84%EB%9E%B5-%EB%B0%8F-hreflang-%ED%83%9C%EA%B7%B8-%EC%84%A4%EC%A0%95", "https://www.next-t.co.kr/web/web-wiki/%EB%A9%80%ED%8B%B0%EB%AF%B8%EB%94%94%EC%96%B4-%ED%86%B5%ED%95%A9/", "https://www.next-t.co.kr/web/tag/retool/", "https://www.next-t.co.kr/blog/tag/%EA%B3%A0%ED%92%88%EC%A7%88%2B%EB%B0%B1%EB%A7%81%ED%81%AC/", "https://www.next-t.co.kr/web/manufacturing", "https://www.next-t.co.kr/blog/tag/SEO%2B%EB%8F%84%EA%B5%AC/" ] } ] }, { "id": "Q06", "question": "AI 답변의 브랜드 추천 점유율과 공식 홈페이지 인용 여부를 같은 질문으로 반복 측정해 주는 국내 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:52+09:00", "recommendations": [ { "name": "SAG", "url": "https://sag.ai.kr/ko" }, { "name": "아지오젠", "url": "https://www.ageogen.ai/" }, { "name": "SP", "url": "https://aeogeomarketing.kr/faq" } ], "officialSourceIncluded": false, "sourceCount": 26, "sourceUrls": [ "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://sag.ai.kr/ko", "https://aeogeomarketing.kr/faq", "https://www.ageogen.ai/", "https://www.seogeo.co.kr/service/geo", "https://lab.crossdesign.co.kr/geo/", "https://anymorph.ai/kr/research", "https://navirang-ai.com/insights/aeo-geo-agency-selection-guide/", "https://www.blinkad.kr/aeo", "https://ageo.co.kr/", "https://aeko-intelligence.com/ko/aeo", "https://www.baram.live/guide/geo-aeo", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://www.aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/chatgpt_newtech/comments/1d5dm8k", "https://arxiv.org/abs/2006.08072", "https://arxiv.org/abs/1711.07064", "https://arxiv.org/abs/1812.01718", "https://arxiv.org/abs/1804.07739" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:36+09:00", "recommendations": [ { "name": "AGEO", "url": "https://ageo.co.kr/" }, { "name": "아지오젠", "url": "https://www.ageogen.ai/faq" }, { "name": "브랜딥", "url": "https://www.brandeepai.com/" } ], "officialSourceIncluded": false, "sourceCount": 33, "sourceUrls": [ "https://lodac.kr/", "https://aeogeomarketing.kr/faq", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.ageogen.ai/", "https://ageo.co.kr/", "https://lead-gen.team/", "https://lab.crossdesign.co.kr/geo/", "https://navirang-ai.com/insights/aeo-geo-agency-selection-guide/", "https://www.blinkad.kr/aeo", "https://www.baram.live/guide/geo-aeo", "https://www.gpto.kr/faq", "https://www.brandeepai.com/", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/1605.05396", "https://arxiv.org/abs/1706.01040", "https://arxiv.org/abs/1804.07739", "https://www.ageogen.ai/faq", "https://ageo.co.kr/guide/", "https://ageo.co.kr/guide/read-report/", "https://www.brandeepai.com/blog/ai-%EA%B2%80%EC%83%89%EC%9D%80-%EC%99%9C-%EB%82%A8%EC%9D%B4-%EC%93%B4-%EA%B8%80%EC%9D%84-%EB%A8%BC%EC%A0%80-%EC%9D%B8%EC%9A%A9%ED%95%A0%EA%B9%8C-%EC%A0%9C3%EC%9E%90-%EB%85%B8%EC%B6%9C%EC%9D%B4-%EB%B8%8C%EB%9E%9C%EB%93%9C%EB%A5%BC-%EC%A0%95%EB%8B%B5%EC%9C%BC%EB%A1%9C-%EB%A7%8C%EB%93%A0%EB%8B%A4", "https://ageo.co.kr/blog/002-seo-vs-aeo-geo/", "https://www.ageogen.ai/blog/brand-information-design-for-ai-answers", "https://www.brandeepai.com/insights/robot-vacuum-2026-q3", "https://ageo.co.kr/blog/010-ai-answer-missing-signal/", "https://www.brandeepai.com/insights/baby-lotion-2026-q3", "https://www.ageogen.ai/news/press-releases/free-ai-visibility-diagnosis-launch" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:27+09:00", "recommendations": [ { "name": "주식회사 애니모프", "url": "https://querying.ai/ko/monitors" }, { "name": "플로젠", "url": "https://www.flowgen.kr/geo-insight/" }, { "name": "휴머스온", "url": "https://www.geo-tracker.co.kr/" } ], "officialSourceIncluded": false, "sourceCount": 51, "sourceUrls": [ "https://querying.ai/ko/monitors", "https://www.flowgen.kr/geo-insight/", "https://www.geo-tracker.co.kr/", "https://www.findable.co.kr/", "https://geoarkglobal.com/features/geo-visibility-monitoring/", "https://zestcompany.co.kr/geo/results/", "https://querying.ai/en/monitors", "https://www.findable.co.kr/ko", "https://aiview.insightworks.io/about", "https://dash.georank.co.kr/", "https://www.getpion.com/en", "https://lead-gen.team/", "https://www.kmediarods.com/fileUpload/bulletins/news_pdf_2024-10-03.pdf", "https://www.codil.or.kr/filebank/original/RK/OTKCRK220377/OTKCRK220377.pdf", "https://www.saltlux.com/upload/rbs/board/14/c2c732593295458db70551a04c8655c71.pdf", "https://www.reddit.com/r/AISearchOptimizers/comments/1vy9qwi/measuring_ai_visibility_when_is_a_brand_mention/", "https://www.reddit.com/r/GEO_optimization/comments/1x5i3kq/which_ai_visibility_tracking_tool_are_you_guys/", "https://www.reddit.com/r/GEO_optimization/comments/1umrd01/i_tried_at_least_20_ai_visibility_tools_for_my/", "https://geo.gg/ko/product/small-pro/example/gudecapital-pdf", "https://storage.ghost.io/c/f6/fb/f6fb2bee-81f6-4935-bf9a-e5e52eeb5e59/content/files/2023/10/GUG-2nd_Seminar_---_-----4.pdf", "https://iezngo.com/wp-content/uploads/2020/06/2017SW_RPT.pdf", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/seogrowth/comments/1s37z5h/how_are_you_guys_tracking_brand_visibility_in_ai/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/SEO_for_AI/comments/1m6mdyn/tools_to_track_ai_visibility_of_a_brand_will_keep/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/creativecoding/comments/1rxtm3w/%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%8B%E1%85%B1%E1%84%89%E1%85%A1%E1%86%BC%E1%84%8B%E1%85%B3%E1%84%85%E1%85%A9_%E1%84%92%E1%85%A2%E1%84%80%E1%85%A7%E1%86%AF%E1%84%92%E1%85%A1%E1%84%82%E1%85%B3%E1%86%AB_%EC%83%9D%EC%84%B1ai_%EC%96%BC%EA%B5%B4_%EB%8B%A4%EC%96%91%EC%84%B1/", "https://arxiv.org/abs/1611.08097", "https://arxiv.org/abs/1605.05396", "https://arxiv.org/abs/1706.01040", "https://arxiv.org/abs/1912.05744", "https://querying.ai/ko/about", "https://querying.ai/en/about", "https://querying.ai/ko/answers", "https://querying.ai/ko", "https://querying.ai/en/ai-index", "https://querying.ai/ko/changelog", "https://querying.ai/ko/source-influence", "https://querying.ai/en/product-lookup", "https://querying.ai/en/terms", "https://livegpt.co.kr/", "https://kmediarods.com/fileUpload/bulletins/news_pdf_2024-10-16.pdf", "https://dan.naver.com/data/deview/session/attach/HyperCLOVA_X_Vision_%E1%84%82%E1%85%AE%E1%86%AB%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%84%E1%85%A5%E1%84%85%E1%85%A1_%E1%84%8F%E1%85%B3%E1%86%AF%E1%84%85%E1%85%A9%E1%84%87%E1%85%A1_X_%E1%84%80%E1%85%B5%E1%86%B7%E1%84%80%E1%85%B5%E1%84%8B%E1%85%AE%E1%86%A8_%E1%84%80%E1%85%B5%E1%86%AF%E1%84%90%E1%85%A2%E1%84%92%E1%85%A9_%E1%84%8B%E1%85%B5%E1%86%B7%E1%84%8C%E1%85%B5%E1%86%AB%E1%84%87%E1%85%A2.pdf", "https://hiai.korea.ac.kr/wp-content/uploads/2024/12/2024-HI-AI%EC%97%B0%EA%B5%AC%EC%86%8C-%EA%B8%B0%EC%88%A0%EC%9E%90%EB%A3%8C%EC%A7%91-Vol.6.pdf", "https://dcollection.korea.ac.kr/public_resource/pdf/000000307917_20260519001852.pdf", "https://community.heartcount.io/ko/content/files/2023/10/Data_is_Magic_w_HEARTCOUNT.pdf", "https://arxiv.org/abs/2601.06165", "https://arxiv.org/abs/1606.03556", "https://arxiv.org/abs/1906.05807", "https://arxiv.org/abs/1606.05589" ] } ] }, { "id": "Q07", "question": "국내 병원·의원의 생성형 AI 노출과 GEO 최적화를 지원하는 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:51+09:00", "recommendations": [ { "name": "크리앤서", "url": "https://creanswer.com/geo" }, { "name": "보일리", "url": "https://boily.co.kr/about" }, { "name": "위온마케팅", "url": "https://we-on.co.kr/geo-services" } ], "officialSourceIncluded": false, "sourceCount": 30, "sourceUrls": [ "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://shingoon.com/services/geodoc/", "https://boily.co.kr/about", "https://creanswer.com/geo", "https://blog.bluedot.so/three-types-of-domestic-geo-generative-engine-optimization-platforms-and-their-features/", "https://we-on.co.kr/geo-services", "https://mindscopekorea.com/blog-geo-comparison", "https://boily.co.kr/geo/best", "https://medi.insaweb.co.kr/home/homepage.php", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://www.igloo.co.kr/pdf/IGLOO_PLUS_202401.pdf", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://itskorea.kr/ajax/pdfView.do", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://arxiv.org/abs/2011.09980", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://arxiv.org/abs/1611.08097", "https://arxiv.org/abs/2006.08072", "https://arxiv.org/abs/1707.03558", "https://www.reddit.com/r/chatgpt_newtech/comments/1kgzpmr", "https://www.reddit.com/r/chatgpt_newtech/comments/1b73dgc", "https://www.reddit.com/r/u_Novel-Ad-1184/comments/188spr7", "https://www.reddit.com/r/Mogong/comments/1s9nab8/2%EA%B2%BD_%EC%9B%90_%EC%8B%9C%EC%9E%A5%EA%B3%BC_%EC%9D%B8%EB%A5%98%EC%9D%98_%EC%83%9D%EC%A1%B4_%EB%8C%80%ED%95%9C%EB%AF%BC%EA%B5%AD%EC%9D%B4_%EA%B8%80%EB%A1%9C%EB%B2%8C_un_ai_%ED%97%88%EB%B8%8C%EC%97%90_%EC%82%AC%ED%99%9C%EC%9D%84_%EA%B1%B4_%EC%9D%B4%EC%9C%A0/" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:35+09:00", "recommendations": [ { "name": "HTRACKER", "url": "https://www.htracker.co.kr/geo" }, { "name": "크리앤서", "url": "https://creanswer.com/geo" }, { "name": "SUMMITFEED Clinic GEO", "url": "https://clinicgeo.co.kr/" } ], "officialSourceIncluded": false, "sourceCount": 31, "sourceUrls": [ "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://clinicgeo.co.kr/blog/hospital-marketing-agency-recommendation-2026", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://www.upsecret.ai/guides/hospital-geo-agency-types-comparison-2026", "https://creanswer.com/geo", "https://shingoon.com/services/geodoc/", "https://www.htracker.co.kr/geo", "https://clinicgeo.co.kr/", "https://medigeo.kr/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://georank.co.kr/report", "https://we-on.co.kr/geo-services", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://itskorea.kr/ajax/pdfView.do", "https://www.igloo.co.kr/pdf/IGLOO_PLUS_202401.pdf", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://arxiv.org/abs/2103.00020", "https://arxiv.org/abs/2011.09980", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://arxiv.org/abs/2305.06453", "https://arxiv.org/abs/2204.02287", "https://www.reddit.com/r/chatgpt_newtech/comments/1b73dgc", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/chatgpt_newtech/comments/1kgzpmr", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/u_Novel-Ad-1184/comments/188spr7", "https://www.reddit.com/r/chatgpt_newtech/comments/1478wy5" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:18+09:00", "recommendations": [ { "name": "피앤씨브라더스", "url": "https://www.htracker.co.kr/geo" }, { "name": "보일리", "url": "https://boily.co.kr/about" }, { "name": "크리앤서", "url": "https://creanswer.com/geo" } ], "officialSourceIncluded": false, "sourceCount": 31, "sourceUrls": [ "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://www.upsecret.ai/guides/hospital-geo-agency-types-comparison-2026", "https://www.htracker.co.kr/geo", "https://boily.co.kr/about", "https://shingoon.com/services/geodoc/", "https://creanswer.com/geo", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://medi.insaweb.co.kr/home/homepage.php", "https://lab.crossdesign.co.kr/geo/", "https://boily.co.kr/geo/best", "https://koreaaipulse.com/en/questions/geo-agency", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://dcollection.korea.ac.kr/public_resource/pdf/000000306419_20260623001619.pdf", "https://welcon.kocca.kr/cmm/fms/FileDown.do", "https://www.goe.go.kr/resource/old/BBSMSTR_000000000126/BBS_202502240135525801.pdf", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/2305.06453", "https://www.reddit.com/r/chatgpt_newtech/comments/1b73dgc", "https://www.reddit.com/r/chatgpt_newtech/comments/1kgzpmr", "https://arxiv.org/abs/2310.09340", "https://arxiv.org/abs/1212.1984", "https://www.reddit.com/r/Mogong/comments/1cts7hs", "https://www.reddit.com/r/Mogong/comments/1s9nab8/2%EA%B2%BD_%EC%9B%90_%EC%8B%9C%EC%9E%A5%EA%B3%BC_%EC%9D%B8%EB%A5%98%EC%9D%98_%EC%83%9D%EC%A1%B4_%EB%8C%80%ED%95%9C%EB%AF%BC%EA%B5%AD%EC%9D%B4_%EA%B8%80%EB%A1%9C%EB%B2%8C_un_ai_%ED%97%88%EB%B8%8C%EC%97%90_%EC%82%AC%ED%99%9C%EC%9D%84_%EA%B1%B4_%EC%9D%B4%EC%9C%A0/", "https://www.reddit.com/r/genAiDang/comments/1hsi8xh" ] } ] }, { "id": "Q08", "question": "이커머스 제품과 브랜드가 생성형 AI 추천 답변에 노출되도록 지원하는 국내 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:53+09:00", "recommendations": [ { "name": "비즈스프링", "url": "https://bizspring.co.kr/geo_consulting" }, { "name": "써밋피드", "url": "https://www.summitfeed.co.kr/" }, { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" } ], "officialSourceIncluded": false, "sourceCount": 37, "sourceUrls": [ "https://geoad.kr/", "https://koreaaipulse.com/en/questions/geo-agency", "https://x-on.kr/geo/", "https://bizspring.co.kr/geo_consulting", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://zestcompany.co.kr/geo-service/", "https://www.ageogen.ai/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://www.summitfeed.co.kr/", "https://lead-gen.team/", "https://news.nate.com/view/20260901n27542", "https://seoflow.co.kr/geo-marketing/", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.ey.com/content/dam/ey-unified-site/ey-com/ko-kr/publication/2025/kr-ey-insight-report-ey-future-consumer-index-2025-full-report.pdf", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://pluszero.co.kr/wp-content/uploads/2025/11/GEO-Gewriter-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://arxiv.org/abs/2509.08919", "https://arxiv.org/abs/2311.09735", "https://www.reddit.com/r/GEO_GenEngineTalk/comments/1uflxst/google_just_made_generative_engine_optimization/", "https://www.reddit.com/r/AISEOInsider/comments/1x95gak/generative_engine_optimization_geo_ranked_1_in_ai/", "https://www.reddit.com/r/GenEngineOptimization/comments/1rmdjve/generative_engine_optimization_fully_explained/", "https://getbool.ai/Research%20-%20Generative%20Engine%20Optimization.pdf", "https://arxiv.org/abs/2602.02961", "https://en.wikipedia.org/wiki/Generative_engine_optimization", "https://www.reddit.com/r/u_FitPhotograph2645/comments/1sv0shf/geo_generative_engine_optimization_is_becoming_a/", "https://www.reddit.com/r/GenEngineOptimization/comments/1osuuec/proven_geo_mechanisms_seo_is_the_fundamental/", "https://www.reddit.com/r/u_Rank_Factory/comments/1ulj4wp/we_are_transitioning_from_seo_to_geo_generative/", "https://www.reddit.com/r/ParseAI/comments/1tehyks/does_generative_engine_optimization_actually/", "https://www.reddit.com/r/u_Lynxnathalie/comments/1ujxst7/what_is_geo_generative_engine_optimization_and/", "https://www.reddit.com/r/u_interactiagency/comments/1vuiu1c/what_is_generative_engine_optimization_geo/", "https://www.reddit.com/r/GEO_GenEngineTalk/comments/1ie7ogn/is_seo_is_dead_uhhh_yeh_geo_generative_engine/", "https://www.reddit.com/r/GEO_FAQ/comments/1u62q9t/what_is_the_official_definition_of_generative/", "https://www.reddit.com/r/GenEngineOptimization/comments/1vn6yr6/generative_engine_optimization_geo_the_new/", "https://zh.wikipedia.org/wiki/%E7%94%9F%E6%88%90%E5%BC%8F%E5%BC%95%E6%93%8E%E4%BC%98%E5%8C%96", "https://pt.wikipedia.org/wiki/Generative_engine_optimization", "https://arxiv.org/abs/2011.09980" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:42+09:00", "recommendations": [ { "name": "GEO AD", "url": "https://geoad.kr/" }, { "name": "리드젠랩", "url": "https://lead-gen.team/" }, { "name": "도슨티GEO", "url": "https://geo.docenty.ai/blog/geo-for-ecommerce" } ], "officialSourceIncluded": false, "sourceCount": 44, "sourceUrls": [ "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://news.nate.com/view/20260901n27542", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://wikiap.org/companies", "https://summitfeed.tistory.com/9", "https://sag.ai.kr/ko", "https://geo.docenty.ai/blog/geo-for-ecommerce", "https://geoad.kr/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://bizspring.co.kr/geo_consulting", "https://lead-gen.team/", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://www.gica.or.kr/downLoad.do", "https://imgnew.megazone.com/2024/06/survey_form_20240614-seminar-survey-01.pdf", "https://assets.kpmg.com/content/dam/kpmgsites/kr/pdf/2024/eri/samjeong_insight/kpmg-korea-liquid-consumption-20241016.pdf.coredownload.inline.pdf", "https://cdn.cjmezzomedia.com/insight-file/insight_m_file_1658.pdf", "https://www.pwcconsulting.co.kr/ko/insight/pwcconsulting_future-of-cpg.pdf", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://arxiv.org/abs/2205.15848", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/2006.08072", "https://www.reddit.com/r/u_Impressive-Refuse180/comments/1s5k9bf/%E1%84%82%E1%85%B2%E1%84%8B%E1%85%AD%E1%86%A8%E1%84%87%E1%85%AE%E1%84%83%E1%85%A9%E1%86%BC%E1%84%89%E1%85%A1%E1%86%AB_%E1%84%80%E1%85%AE%E1%84%86%E1%85%A2_%E1%84%90%E1%85%A1%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AB_i_%E1%84%80%E1%85%B3%E1%86%B7%E1%84%85%E1%85%B5_vs_%E1%84%8C%E1%85%B5%E1%86%B8%E1%84%80%E1%85%A1%E1%86%B9/", "https://arxiv.org/abs/1611.08097", "https://arxiv.org/abs/2303.04226", "https://www.reddit.com/r/u_Own-Lunch8630/comments/1u1qogq/%ED%99%8D%EA%B8%B8%EB%8F%99%EC%B2%98%EB%9F%BC_%EB%B0%94%EB%80%8C%EB%8A%94_%EC%9E%A5%EC%95%A0_%EB%B6%80%EC%9C%84_%EC%A4%91%EA%B5%AD%EC%9D%B8_%EC%9E%A5%EC%95%A0%EC%9D%B8_%EB%B6%80%EB%B6%80_%EA%B0%90%EB%8F%99_%EC%98%81%EC%83%81%EC%9D%98_%EC%B6%94%EC%95%85%ED%95%9C_%EC%A3%BC%EC%9E%91_%EB%B9%84%EB%B0%80/", "https://geo.docenty.ai/", "https://geo.docenty.ai/pub/brand/geo-2", "https://geo.docenty.ai/blog/ai-search-brand-visibility", "https://geo.docenty.ai/pub/geo/geo-solution/bluedot-intelligence-vs-docenty-geo-ai-geomsaeg-nocul-ceugjeongbuteo-silhaengggaji-gugnae-geo-peulra", "https://geo.docenty.ai/pub/geo/geo-solution/zestgeowa-docenty-geo-bigyo-ai-beuraendeu-eongeub-inyongeul-eoddeohge-ceugjeonghago-gaeseonhal-geosi", "https://geo.docenty.ai/pub/geo/geo-solution/searchpolaris-vs-docenty-geo-geo-daehaenggwa-jigjeob-ceugjeong-peulraespom-uri-hoesaeneun-mueosi-maj", "https://geo.docenty.ai/pub/geo/geo-solution/geo-solrusyeon-gagyeoggwa-gineung-bigyopyo-hangugeo-ai-geomsaeg-coejeoghwa-doguwa-daehaeng-seobiseu", "https://geo.docenty.ai/pub/geo/geo-solution/ascent-ai-vs-docenty-geo-geomsaeg-intenteuwa-ai-dabbyeon-deiteoro-bigyohaneun-geo-peulraespom-seonta", "https://geo.docenty.ai/blog", "https://geo.docenty.ai/ja/blog/ai-search-brand-visibility", "https://geo.docenty.ai/pub/geo/geo-solution/georan-mueosinga-aineun-eoddeon-beuraendeureul-dabbyeone-seontaeghamyeo-hangug-gieobeun-mueoseul-ceu", "https://geo.docenty.ai/ja/pub/geo-ai-pateuneo-gieob-cajneun-bangbeob-yeogryanggwa-seonggwareul-geomjeunghaneun-cekeuriseuteu", "https://wp.bizspring.co.kr/wp-content/uploads/1/cfile24.uf.1827E733509783B9380DC1.pdf", "https://blog.bizspring.co.kr/wp-content/uploads/2013/05/%EC%98%A8%EB%9D%BC%EC%9D%B8-%EA%B4%91%EA%B3%A0%EB%A7%A4%EC%B2%B4-%EC%A4%91%EC%8B%AC-%EC%B8%A1%EC%A0%95%EC%97%90%EC%84%9C-%EB%A7%88%EC%BC%80%ED%8C%85%EC%BA%A0%ED%8E%98%EC%9D%B8-%EC%A4%91%EC%8B%AC%EC%9D%98-%EB%B6%84%EC%84%9D%EC%9C%BC%EB%A1%9C.pdf", "https://blog.bizspring.co.kr/wp-content/uploads/2013/06/Book_1_%EC%9B%B9%EC%82%AC%EC%9D%B4%ED%8A%B8%EC%9D%98_%EC%B8%A1%EC%A0%95%EA%B3%BC_%EB%B6%84%EC%84%9DCompact_%EB%B2%84%EC%A0%84_1.6.pdf", "https://blog.bizspring.co.kr/wp-content/uploads/2013/06/Book_1_%EC%9B%B9%EC%82%AC%EC%9D%B4%ED%8A%B8%EC%9D%98_%EC%B8%A1%EC%A0%95%EA%B3%BC_%EB%B6%84%EC%84%9D%EC%B8%A1%EC%A0%95%EC%A7%80%ED%91%9C_%EB%B0%9C%EC%B7%8C%EB%B2%84%EC%A0%84_v1.6.pdf" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:26+09:00", "recommendations": [ { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" }, { "name": "지오랭크", "url": "https://georank.co.kr/case" }, { "name": "써밋피드", "url": "https://www.summitfeed.co.kr/" } ], "officialSourceIncluded": false, "sourceCount": 25, "sourceUrls": [ "https://www.gpto.kr/", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://zestcompany.co.kr/geo-service/", "https://sag.ai.kr/ko", "https://news.nate.com/view/20260901n27542", "https://lead-gen.team/", "https://www.brandeepai.com/", "https://zestcompany.co.kr/", "https://georank.co.kr/case", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://www.summitfeed.co.kr/", "https://www.ageogen.ai/", "https://www.gica.or.kr/downLoad.do", "https://grant-documents.thevc.kr/243188_%5B%EB%B6%99%EC%9E%842%5D%2B2024%2B%EA%B3%B5%EA%B8%89%EA%B8%B0%EC%97%85Pool.pdf", "https://www.g2b.go.kr/pn/pnp/pnpe/UntyAtchFile/downloadFile.do", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://www.pwc.com/kr/ko/insights/samil-insight/samilpwc_ai-business-use-cases.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://www.reddit.com/r/OpenSourceeAI/comments/1ud4rmc/%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%80%E1%85%A1%E1%86%AB%E1%84%8B%E1%85%B4_%E1%84%8C%E1%85%AE%E1%84%8B%E1%85%B4%E1%84%85%E1%85%A7%E1%86%A8%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%83%E1%85%A1%E1%86%B1%E1%84%8B%E1%85%B3%E1%86%AB_%E1%84%8E%E1%85%A9%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%86%E1%85%B5%E1%86%AF_%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%84%8C%E1%85%B5/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/u_Impressive-Refuse180/comments/1s5k9bf/%E1%84%82%E1%85%B2%E1%84%8B%E1%85%AD%E1%86%A8%E1%84%87%E1%85%AE%E1%84%83%E1%85%A9%E1%86%BC%E1%84%89%E1%85%A1%E1%86%AB_%E1%84%80%E1%85%AE%E1%84%86%E1%85%A2_%E1%84%90%E1%85%A1%E1%84%8B%E1%85%B5%E1%84%86%E1%85%B5%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AB_i_%E1%84%80%E1%85%B3%E1%86%B7%E1%84%85%E1%85%B5_vs_%E1%84%8C%E1%85%B5%E1%86%B8%E1%84%80%E1%85%A1%E1%86%B9/", "https://www.reddit.com/r/chatgpt_newtech/comments/16ql5fe", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/2011.09980" ] } ] }, { "id": "Q09", "question": "법률·세무·회계 같은 국내 전문 서비스의 생성형 AI 추천 노출을 지원하는 업체를 최대 3곳 추천하고, 각 업체의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:00:55+09:00", "recommendations": [ { "name": "오픈타임", "url": "https://www.newswire.co.kr/newsRead.php" }, { "name": "크로스디자인랩", "url": "https://lab.crossdesign.co.kr/geo/" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" } ], "officialSourceIncluded": false, "sourceCount": 32, "sourceUrls": [ "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://geomkt.kr/", "https://sag.ai.kr/ko", "https://zestcompany.co.kr/blog/geo-company-recommendation-guide/", "https://www.seogeo.co.kr/", "https://snu.re.kr/korea-geo-agency-top3-comparison", "https://www.seogeo.co.kr/service/geo", "https://blog.bluedot.so/three-types-of-domestic-geo-generative-engine-optimization-platforms-and-their-features/", "https://lab.crossdesign.co.kr/geo/", "https://seogeoaeo.co.kr/", "https://anymorph.ai/contents/guide/smb-geo-aeo-service-model-comparison-2026", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://answermarket.net/pdf/aeo.pdf", "https://img.dongascience.com/about/DongaScience_2025_KR.pdf", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://www.skuniv.ac.kr/wp-content/uploads/2026/01/e3181928-c614-4ff9-8d4c-a06938e1c593.pdf", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/1611.08097", "https://arxiv.org/abs/2205.15848", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://arxiv.org/abs/2303.04226", "https://www.reddit.com/r/u_Foundation_WHHH/comments/1ush16h/3_ai%EA%B0%80_%EB%A7%90%EC%95%84%EC%A3%BC%EB%8A%94_%EA%B8%80%EC%9D%84_%EB%B3%B4%EB%A9%B0/", "https://idearabbit.co.kr/geo-aeo-%EB%B0%A9%EB%B2%95/korea-geo-agency-comparison-2026/", "https://news.nate.com/view/20260901n27542", "https://www.newswire.co.kr/newsRead.php", "https://agencies.semrush.com/ko/list/ai-optimization/seoul/", "https://summitfeed.tistory.com/9", "https://itddaa.com/insight/ai-search-seo-aeo-geo.php", "https://welcon.kocca.kr/cmm/fms/pdf/%28%EB%B6%84%EC%9F%81%EC%82%AC%EB%A1%80%20%EC%A0%95%EB%B3%B4%29%20%EB%AF%B8%EA%B5%AD%20Penske%20Media%20vs%20Google%20%EB%B6%84%EC%9F%81%EC%82%AC%EB%A1%80_%EC%BD%98%ED%85%90%EC%B8%A0%20%EA%B0%80%EC%B9%98%EC%99%80%20%ED%94%8C%EB%9E%AB%ED%8F%BC%EC%9D%98%20%EC%B1%85%EC%9E%84%EC%97%90%20%EA%B4%80%ED%95%9C%20%EB%B6%84%EC%9F%81%EC%82%AC%EB%A1%80%20%EB%B0%8F%20%EC%8B%9C%EC%82%AC%EC%A0%90_1_%EB%AF%B8%EB%A6%AC%EB%B3%B4%EA%B8%B0", "https://welcon.kocca.kr/cmm/fms/FileDown.do" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:36+09:00", "recommendations": [ { "name": "잇다소프트", "url": "https://itddaa.com/insight/ai-search-seo-aeo-geo.php" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" }, { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" } ], "officialSourceIncluded": false, "sourceCount": 30, "sourceUrls": [ "https://geomkt.kr/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://zestcompany.co.kr/blog/geo-company-recommendation-guide/", "https://maily.so/zestcompany/c/geo", "https://www.seogeo.co.kr/", "https://geomoment.me/blog/professional-geo-100-cells/", "https://www.seogeo.co.kr/service/geo", "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://zestcompany.co.kr/geo-service/", "https://www.ice.go.kr/upload/hyuksin/na/bbs_1393/2026/02/5ab34df4aef86e1105dd9705af3e68cd.pdf", "https://agencies.semrush.com/ko/list/ai-optimization/seoul/", "https://itddaa.com/insight/ai-search-seo-aeo-geo.php", "https://news.nate.com/view/20260901n27542", "https://www.reddit.com/r/u_x-on_korea/comments/1xah3no/ai_%EA%B2%80%EC%83%89_%EC%B5%9C%EC%A0%81%ED%99%94_%ED%95%98%EB%A0%A4%EA%B3%A0_ai_%EB%8B%B5%EB%B3%80_88%EA%B1%B4_%EC%9D%B8%EC%9A%A9_%EB%A7%81%ED%81%AC_1698%EA%B0%9C%EB%A5%BC_%EC%A7%81%EC%A0%91_%EC%84%B8%EC%96%B4_%EB%B3%B4%EA%B3%A0_%EC%A0%95%EB%A6%AC%ED%95%9C/", "https://img.dongascience.com/about/DongaScience_2025_KR.pdf", "https://d1.awsstatic.com/psc-digital/2025/gc-400/acc-inn-genai/Accelerating-generative-AI-innovation-ko-kr.pdf", "https://lang.inu.ac.kr/bbs/ui/650/367984/download.do", "https://kisdi.re.kr/report/fileView.do", "https://journal.kci.go.kr/jksci/archive/articlePdf", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/1611.08097", "https://www.reddit.com/r/OpenSourceeAI/comments/1u8r8kl/%E1%84%8C%E1%85%A5%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC%E1%84%86%E1%85%A1%E1%86%AB_%E1%84%92%E1%85%A1%E1%86%A8%E1%84%89%E1%85%B3%E1%86%B8%E1%84%92%E1%85%A2_%E1%84%8B%E1%85%B5%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%92%E1%85%A2%E1%86%BC%E1%84%83%E1%85%A9%E1%86%BC%E1%84%8B%E1%85%B3%E1%86%AF_%E1%84%8C%E1%85%A1%E1%86%B8%E1%84%8B%E1%85%A1%E1%84%82%E1%85%A2%E1%84%82%E1%85%B3%E1%86%AB/", "https://arxiv.org/abs/2305.06453", "https://arxiv.org/abs/2205.15848", "https://www.reddit.com/r/OpenSourceeAI/comments/1ubatcv/%E1%84%8B%E1%85%A1%E1%86%B8%E1%84%8E%E1%85%AE%E1%86%A8%E1%84%83%E1%85%AC%E1%86%AB_%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%8B%E1%85%A7%E1%86%BC%E1%84%89%E1%85%A1%E1%86%BC_%E1%84%81%E1%85%B0%E1%84%84%E1%85%AE%E1%86%B6%E1%84%82%E1%85%B3%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE_%E1%84%92%E1%85%B3%E1%86%AB%E1%84%8C%E1%85%A5%E1%86%A8/", "https://www.reddit.com/r/OpenSourceeAI/comments/1u9yd0c/%E1%84%80%E1%85%A1%E1%84%8D%E1%85%A1_%E1%84%86%E1%85%AE%E1%84%82%E1%85%B4%E1%84%8B%E1%85%A6_%E1%84%89%E1%85%A9%E1%86%A8%E1%84%82%E1%85%B3%E1%86%AB_ai%E1%84%85%E1%85%B3%E1%86%AF_%E1%84%80%E1%85%A9%E1%84%8E%E1%85%B5%E1%86%AB_%E1%84%8C%E1%85%AE%E1%84%91%E1%85%A1%E1%84%89%E1%85%AE/", "https://www.reddit.com/r/chatgpt_newtech/comments/16ql5fe", "https://www.reddit.com/r/Mogong/comments/1cts7hs", "https://www.reddit.com/r/Mogong/comments/1sxme3c/%EA%B5%AC%EA%B8%80_ai%EC%BA%A0%ED%8D%BC%EC%8A%A4_%ED%95%9C%EA%B5%AD%EC%97%90_%EC%97%B0%EB%8B%A4_%EC%A0%84%EC%84%B8%EA%B3%84_%EC%B5%9C%EC%B4%88%EA%B9%9C%EC%A7%9D_%EB%B0%9C%ED%91%9C/", "https://www.reddit.com/r/hanguk/comments/1nc6u7r" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:27+09:00", "recommendations": [ { "name": "오픈타임", "url": "https://ai.idearabbit.co.kr/tax-accountant-ai-marketing/" }, { "name": "세미마케팅", "url": "https://mkt.mainko.net/" }, { "name": "서치폴라리스", "url": "https://searchpolaris.com/best-aeo-agencies/" } ], "officialSourceIncluded": false, "sourceCount": 74, "sourceUrls": [ "https://zestcompany.co.kr/blog/geo-agency-top5-2026/", "https://villion.io/blog/korea-geo-agency-solution-guide", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://zestcompany.co.kr/geo-service/", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://news.nate.com/view/20260901n27542", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.geo-studio.kr/", "https://maily.so/zestcompany/c/geo", "https://www.seogeo.co.kr/service/geo", "https://blog.bluedot.so/three-types-of-domestic-geo-generative-engine-optimization-platforms-and-their-features/", "https://www.geomix.kr/", "https://pluszero.co.kr/wp-content/uploads/2025/11/GEO-Gewriter-%EC%86%8C%EA%B0%9C%EC%84%9C.pdf", "https://www.igloo.co.kr/pdf/IGLOO_PLUS_202401.pdf", "https://www.sookmyung.ac.kr/kr/news/event.do", "https://www.nabo.go.kr/board/file/down.do", "https://t1.daumcdn.net/brunch/service/user/1eYE/file/epH9HJpJ1S9uwnEKL-7iuCBRrVI.pdf%3Fdownload", "https://www.samsungpop.com/common.do", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/1812.05040", "https://arxiv.org/abs/1611.08097", "https://arxiv.org/abs/2205.15848", "https://www.reddit.com/r/chatgpt_newtech/comments/1kgzpmr", "https://searchpolaris.com/best-aeo-agencies/", "https://www.upsecret.ai/insights/best-geo-agency", "https://www.seogeo.co.kr/", "https://mkt.mainko.net/", "https://www.summitfeed.co.kr/geo-insight/geo-agency-guide", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://lab.crossdesign.co.kr/geo/", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://www.blt.kr/post_file_download.cm", "https://www.fta.go.kr/webmodule/_PSD_FTA/us/data/2/2_chapter_12.pdf", "https://fta.motir.go.kr/webmodule/_PSD_FTA/uk/kor_uk_desc.pdf", "https://lib.pusan.ac.kr/wp-content/uploads/2017/12/PNU_e_materials_single.pdf", "https://repository.kisti.re.kr/bitstream/10580/12589/1/2014%20KESLI%20%EC%A0%84%EC%9E%90%EC%A0%95%EB%B3%B4%20%EC%B4%9D%EB%9E%8C.pdf", "https://www.kiep.go.kr/galleryDownload.es", "https://arxiv.org/abs/1212.1984", "https://arxiv.org/abs/2105.07117", "https://www.aeogeomarketing.com/", "https://customs.govbrief.kr/faq/casebook-2026-p806-q1/", "https://ageo.co.kr/", "https://www2.customs.go.kr/kcs/na/ntt/selectNttList.do", "https://gpto.io/", "https://www.customs.go.kr/kcs_english/cm/cntnts/cntntsView.do", "https://aeo.or.kr/sub/sub02_01.php", "https://semopl.com/c/legaltax/", "https://www.mt.co.kr/industry/2026/05/28/2026052814043720339", "https://newsletter.mss.go.kr/cmm/fms/FileDown.do", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20221001c62d5176e3e5e/78be6747c35af.pdf", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://aeo.or.kr/download/award/2024_%ED%95%A9.pdf", "https://aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://arxiv.org/abs/2201.11300", "https://arxiv.org/abs/1705.04425", "https://arxiv.org/abs/0905.4478", "https://www.newswire.co.kr/newsRead.php", "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://ai.idearabbit.co.kr/", "https://www.mt.co.kr/industry/2026/06/10/2026061015220219193", "https://ai.idearabbit.co.kr/tax-accountant-ai-marketing/", "https://lodac.kr/", "https://idearabbit.co.kr/%EC%84%9C%EB%B9%84%EC%8A%A4-%EC%86%8C%EA%B0%9C/", "https://idearabbit.co.kr/geo-aeo/", "https://idearabbit.co.kr/geo-aeo-%EB%B0%A9%EB%B2%95/korea-geo-agency-comparison-2026/", "https://www.mt.co.kr/amp/industry/2026/05/28/2026052814043720339", "https://lodac.kr/k-geo-complete-guide/", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://www.kgeography.or.kr/media/boards/2024/notice/olympiad-notice/4/19/2024_notice_olympiad-notice_4_19_11_5_BMEO8W0355.pdf", "https://www.aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://mju.ac.kr/bbs/3e/884/171461/download.do", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www3.chosun.ac.kr/bbs/chosun/406/358716/download.do", "https://arxiv.org/abs/1812.08373" ] } ] }, { "id": "Q10", "question": "PIPS마케팅은 어떤 서비스를 제공하는 업체인지 설명하고, 비교할 만한 국내 AEO·GEO 업체를 포함해 최대 3개 업체와 각각의 근거 URL을 알려줘.", "runs": [ { "repeat": 1, "measuredAt": "2026-10-23T09:01:06+09:00", "recommendations": [ { "name": "아지오젠", "url": "https://www.ageogen.ai/" }, { "name": "SEO GEO", "url": "https://www.seogeo.co.kr/service/geo" }, { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" } ], "officialSourceIncluded": false, "sourceCount": 66, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.ageogen.ai/", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.ageogen.ai/news/press-releases/ageogen-official-agency-partnership-storynmedia-geniend", "https://seogeoaeo.co.kr/", "https://www.seogeo.co.kr/", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://intro-blog-nu.vercel.app/blog", "https://zestcompany.co.kr/geo-service/", "https://www.seogeo.co.kr/service/geo", "https://m.comeonad.com/aiaeogeo", "https://xn--cw0b073bdpaqq.kr/seo-aeo-geo", "https://grant-documents.thevc.kr/291570_1.%2B2026%2B%EC%9D%B8%EC%B2%9C%EA%B4%80%EA%B4%91%2BAX_DX%2B%EC%A7%80%EC%9B%90%EC%82%AC%EC%97%85%2B%EA%B3%B5%EA%B3%A0%EB%AC%B8.pdf", "https://kisdi.re.kr/report/fileView.do", "https://dataseoul.s3.ap-northeast-2.amazonaws.com/upload/S20200408d037517252cf1/18f34a8410b4b.pdf", "https://kind.krx.co.kr/external/dst/irReference/18124/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260225.pdf", "https://www.kometec.co.kr/data/kpf/image/2025/10/02/kpf20251002000005.pdf", "https://www.reddit.com/r/chatgpt_newtech/comments/1b73dgc", "https://arxiv.org/abs/1605.05396", "https://www.reddit.com/r/chatgpt_newtech/comments/1b5d7mf", "https://www.reddit.com/r/chatgpt_newtech/comments/16vvqgs", "https://www.reddit.com/r/chatgpt_newtech/comments/16vvj1q", "https://www.reddit.com/r/hanguk/comments/1vughk1/ai_%EC%82%AC%EC%9A%A9%ED%95%98%EC%A7%80%EB%B0%80%EC%9E%90%EB%8A%94%EA%B1%B0%EB%A7%9E%EC%A3%A0/", "https://www.reddit.com/r/u_SentenceStill2365/comments/1qvd5yi/ai_%EC%99%80_%EC%97%AC%EB%9F%AC%EA%B0%80%EC%A7%80_%EA%B2%83%EB%93%A4%EC%97%90_%EB%8C%80%ED%95%B4/", "https://arxiv.org/abs/2011.09980", "https://arxiv.org/abs/1905.00501", "https://www.reddit.com/r/chatgpt_newtech/comments/1sk7z5p/%EC%8B%A0%EC%95%BD%EA%B0%9C%EB%B0%9C_ai_%ED%94%8C%EB%9E%AB%ED%8F%BC_piprocess_intelligence_%EA%B2%BD%EB%A0%A5%EC%97%94%EC%A7%80%EB%8B%88%EC%96%B4%EC%B1%84%EC%9A%A9/", "https://arxiv.org/abs/2303.12712", "https://www.reddit.com/r/Mogong/comments/1d6mw2j", "https://www.reddit.com/r/Mogong/comments/1cj7edy", "https://www.reddit.com/r/chatgpt_newtech/comments/1jyqeo0", "https://www.traderknows.com/ko/wiki/organizations/27dd860dcdf841b992f41437e2e1d759", "https://dbr.donga.com/article/view/1201/article_no/4207", "https://www.besttradingsignal.com/ko/signals/guides/best-trading-brokers", "https://foxdata.com/kr/app-marketing-analytics/com.domobile.applockwatcher/gp/VN/", "https://foxdata.com/kr/app-marketing-analytics/6479516187/as/JP/fundingpips-ctrader/", "https://infoarounds.com/%EA%B2%BD%EC%A0%9C%EC%A0%95%EB%B3%B4/pips-assets-scam-alert-2026/", "https://note.com/quirky_elk627/n/na7c21d23a2bc", "https://b2broker.com/ko/products/b2copy/solutions/partnership-managers/", "https://www.mql5.com/ko/market/mt4/paid/page13", "https://apps.apple.com/kr/app/forex-pip-calc/id6764894754", "https://www.mimint.co.kr/bbs/view.asp", "https://tradelogic.com.pl/ko/blog/fundingpips-review-rules-pros-cons-2026", "https://repository.hira.or.kr/bitstream/2019.oak/3055/2/%EC%9D%98%EC%95%BD%ED%92%88%20%EC%A0%81%EC%A0%95%20%EC%82%AC%EC%9A%A9%EC%9D%84%20%EC%9C%84%ED%95%9C%20%EC%B2%98%EB%B0%A9%C2%B7%EC%A1%B0%EC%A0%9C%20%EC%9E%A5%EB%A0%A4%EA%B8%88%20%EC%A0%9C%EB%8F%84%20%EA%B0%9C%EC%84%A0%20%EC%83%81%EC%84%B8%EB%AA%A8%ED%98%95%20%EA%B0%9C%EB%B0%9C%20%EC%97%B0%EA%B5%AC.pdf", "https://pipspro.ae/", "https://pickpay.kr/about", "https://www.govinfo.gov/content/pkg/GOVPUB-A-fa3d6efef22bf0fedde4d044e83daae1/pdf/GOVPUB-A-fa3d6efef22bf0fedde4d044e83daae1.pdf", "https://posirank.com/blog/7-best-houston-aeo-geo-agencies", "https://www.choicestock.co.kr/search/summary/AEO", "https://www.stackmatix.com/blog/best-aeo-services", "https://marketing.maverickendeavors.com/", "https://www.pakpips.com/web/wp-content/uploads/2017/11/Annual_Report_2011.pdf", "https://www.gtm8020.com/blog/aeo-agencies-report-pipeline-instead-rankings", "https://webmarketflorida.com/learn-aeo/best-aeo-agency-financial-services/", "https://finance.yahoo.com/quote/AEO/", "https://www.jivesmedia.com/services/seo/best-aeo-agencies/", "https://app.rndcircle.io/company/7a077873-4498-575e-8af9-a463dfa9b078", "https://www.aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://kcia.or.kr/inc/down.php", "https://aeoagency.org/aeo-marketing-for-businesses/", "https://www.nature.com/articles/s41598-021-00877-4.pdf", "https://aeo-bank.com/book/AEO_book_0323.pdf", "https://arxiv.org/abs/2609.34951", "https://arxiv.org/abs/2112.10318", "https://arxiv.org/abs/1903.00585", "https://arxiv.org/abs/1309.2963" ] }, { "repeat": 2, "measuredAt": "2026-10-23T09:01:43+09:00", "recommendations": [ { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-service/" }, { "name": "스톤파티앤코프", "url": "https://stoneparty.kr/" }, { "name": "마케팅 피벗", "url": "https://marketing-pivot.com/" } ], "officialSourceIncluded": false, "sourceCount": 61, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://searchpolaris.com/best-aeo-agencies/", "https://artcik.com/geo-agency-optigeo-contract-comparison", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://kumoca.com/seoul-aeo-geo-agency-comparison-2026", "https://pipsmarkets.com/about/", "https://zestcompany.co.kr/geo-service/", "https://aeo.or.kr/sub/sub04_03_02.php", "https://www.summitfeed.co.kr/geo-insight/geo-agency-guide", "https://blog.brightsunmediworks.com/clinic-ai-search-agency-comparison-2026/", "https://now-insight.com/news/korea-geo-agency-ranking-guide-0112", "https://stoneparty.kr/", "https://kind.krx.co.kr/external/dst/irReference/18197/%EC%99%80%EC%9D%B4%EC%A6%88%EB%B2%84%EC%A6%88%20%EA%B8%B0%EC%97%85%EC%84%A4%EB%AA%85%ED%9A%8C%20%EC%9E%90%EB%A3%8C_260310.pdf", "https://arxiv.org/abs/2609.16909", "https://arxiv.org/abs/2510.22849", "https://blt.kr/post_file_download.cm", "https://www.customs.go.kr/download/ftaportalkor/ebook/FTA-20210112_1/autoalbum/page/ebook/RealData/download.pdf", "https://www.aeo.or.kr/download/AEO%20%EC%B4%9D%EC%84%9C%28AEO%20Compendium%29.pdf", "https://patentimages.storage.googleapis.com/da/ac/99/7de76be7c1fb42/KR20230005933A.pdf", "https://arxiv.org/abs/2107.14223", "https://m.kisdi.re.kr/report/fileView.do", "https://arxiv.org/abs/1805.08102", "https://inquivix.com/", "https://sinsoop.com/en", "https://www.vipsmedia.com/", "https://pango-gy.com/en/", "https://www.besttradingsignal.com/ko/signals/guides/best-trading-brokers", "https://marketing-pivot.com/", "https://www.jelix.co.kr/", "https://hymarketing.co/", "https://www.peoplenjob.com/jobs/6292811", "https://www.publicisgroupe.co.kr/index.do", "https://kr.linkedin.com/jobs/view/senior-marketing-lead-korea-at-pip-labs-4368853866", "https://www.pinagencykorea.com/insights-knowledge-catalogue", "https://documents.gs1us.org/adobe/assets/deliver/urn%3Aaaid%3Aaem%3Ae199d942-3711-4a29-90f8-5723de0c013e/clusterssegmentspipsoverview.pdf", "https://www.pakpips.com/web/wp-content/uploads/2017/11/Annual_Report_2009.pdf", "https://chambers.com/downloads/gpg/771/011_south_korea.pdf", "https://www.wipo.int/export/sites/www/aspi/zh/docs/wips_global_details.pdf", "https://pdf.marketpublishers.com/bosson_research/plant-incorporated-protectants-pips-market-bosson.pdf", "https://arxiv.org/abs/2404.07797", "https://en.wikipedia.org/wiki/K-pop", "https://pipsmarkets.com/markets/", "https://pipspro.ae/", "https://www.govinfo.gov/content/pkg/GOVPUB-A-fa3d6efef22bf0fedde4d044e83daae1/pdf/GOVPUB-A-fa3d6efef22bf0fedde4d044e83daae1.pdf", "https://verpips.com/en/glossary/pip", "https://www.aeo.or.kr/download/award/2015_%ED%95%A9.pdf", "https://www.mql5.com/ko/market/product/103505", "https://www.ebc.com/kr/forex/5397.html", "https://www.nomura.co.jp/terms/english/other/A02534.html", "https://www.pakpips.com/web/wp-content/uploads/2017/11/Annual_Report_2011.pdf", "https://www.lemonpipdigital.co.uk/", "https://www.floridakidcare.org/docs/audits-and-reviews/technical-reports/2019_fhkc_technical_report_final.pdf", "https://www.babypips.com/ko/forexpedia/pip", "https://www.pipsplus.com/blog/what-is-a-pip", "https://www.oanda.jp/lab-education/dictionary/pips/", "https://www.forexfactory.com/thread/653818-pegasusfx-trading-strategy-daily-blog-of-my", "https://www.mql5.com/ja/market/product/23792", "https://www.wcoomd.org/-/media/wco/public/global/pdf/topics/facilitation/instruments-and-tools/tools/safe-package/strategy-guide-for-aeo-mutual-recognition.pdf", "https://www.sdge.com/sites/default/files/SDGE%2520PIPs%2520Vol%25202%2520of%25205%2520SW%2520IOU_0.pdf", "https://arxiv.org/abs/2306.02000", "https://arxiv.org/abs/2609.19584" ] }, { "repeat": 3, "measuredAt": "2026-10-23T09:02:27+09:00", "recommendations": [ { "name": "아지오젠", "url": "https://www.ageogen.ai/" }, { "name": "제스트컴퍼니", "url": "https://zestcompany.co.kr/geo-agency-top5-2026/" }, { "name": "리드젠랩", "url": "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/" } ], "officialSourceIncluded": false, "sourceCount": 71, "sourceUrls": [ "https://www.gpto.kr/compare/korea-aeo-geo-agency-landscape-2026", "https://www.upsecret.ai/guides/korea-aeo-geo-agency-comparison-2026", "https://pipsmarkets.com/about/", "https://www.ageogen.ai/", "https://3rdplan.com/column/aeo-geo-marketing/", "https://www.ageogen.ai/blog/aeo-marketing-agency-recommendation-2026", "https://openlens.com/blog/ko/aeo-service-pricing-benchmarks-2026", "https://lead-gen.team/geo-aeo-expert-company-recommendation/", "https://www.baram.live/guide/geo-aeo", "https://zestcompany.co.kr/geo-agency-top5-2026/", "https://ageo.co.kr/", "https://searchpolaris.com/blog/geo-aeo-guide/", "https://arxiv.org/abs/2609.16909", "https://arxiv.org/abs/2510.22849", "https://blt.kr/post_file_download.cm", "https://www.customs.go.kr/download/ftaportalkor/ebook/FTA-20210112_1/autoalbum/page/ebook/RealData/download.pdf", "https://s1.pearlcdn.com/KR/Upload/QnaAttach/20220916165001278ZAACRE1DV8BINOJE.pdf", "https://arxiv.org/abs/2107.14223", "https://m.kisdi.re.kr/report/fileView.do", "https://arxiv.org/abs/1805.08102", "https://www.documents.philips.com/assets/Instruction%20for%20Use/20250902/033ecd0b48484978aebfb34c00ba0441.pdf", "https://pikk.co.kr/api/images/bid-attachments/1774825685667-%EC%9C%A0%EB%8B%88%EC%84%B8%ED%94%84%20%ED%95%9C%EA%B5%AD%EC%9C%84%EC%9B%90%ED%9A%8C%202026%EB%85%84%20%EB%94%94%EC%A7%80%ED%84%B8%20%EB%A7%88%EC%BC%80%ED%8C%85%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EC%BB%A8%EC%84%A4%ED%8C%85_%EC%A0%9C%EC%95%88%EC%9A%94%EC%B2%AD%EC%84%9C.pdf", "https://dbr.donga.com/article/view/1201/article_no/4207", "https://www.traderknows.com/ko/wiki/organizations/27dd860dcdf841b992f41437e2e1d759", "https://www.besttradingsignal.com/ko/signals/guides/best-trading-brokers", "https://foxdata.com/kr/app-marketing-analytics/com.domobile.applockwatcher/gp/VN/", "https://foxdata.com/kr/app-marketing-analytics/6479516187/as/JP/fundingpips-ctrader/", "https://infoarounds.com/%EA%B2%BD%EC%A0%9C%EC%A0%95%EB%B3%B4/pips-assets-scam-alert-2026/", "https://note.com/quirky_elk627/n/na7c21d23a2bc", "https://b2broker.com/ko/products/b2copy/solutions/partnership-managers/", "https://www.mql5.com/ko/market/mt4/paid/page13", "https://apps.apple.com/kr/app/forex-pip-calc/id6764894754", "https://www.mimint.co.kr/bbs/view.asp", "https://tradelogic.com.pl/ko/blog/fundingpips-review-rules-pros-cons-2026", "https://repository.hira.or.kr/bitstream/2019.oak/3055/2/%EC%9D%98%EC%95%BD%ED%92%88%20%EC%A0%81%EC%A0%95%20%EC%82%AC%EC%9A%A9%EC%9D%84%20%EC%9C%84%ED%95%9C%20%EC%B2%98%EB%B0%A9%C2%B7%EC%A1%B0%EC%A0%9C%20%EC%9E%A5%EB%A0%A4%EA%B8%88%20%EC%A0%9C%EB%8F%84%20%EA%B0%9C%EC%84%A0%20%EC%83%81%EC%84%B8%EB%AA%A8%ED%98%95%20%EA%B0%9C%EB%B0%9C%20%EC%97%B0%EA%B5%AC.pdf", "https://stagirus.com/seo-agencies-korea-offhands-aeo-geo-marketing", "https://www.getpion.com/blog/aeo-geo-marketing-agency-what-to-check", "https://lead-gen.team/geo-agency-recommendation-top5-korea-2026/", "https://www.getpion.com/en/blog/aeo-geo-marketing-agency-what-to-check", "https://mktcompass.store/tp-aeo-cmpdomfee/", "https://pipsmarkets.com/affiliates/", "https://alaseo.co.kr/insights/aeo-geo-agency-korea-en", "https://aeogeomarketing.kr/faq", "https://www.summitfeed.co.kr/en/geo/articles/korea-geo-agencies-solutions-2026", "https://aeogeomarketing.kr/main", "https://wirank.cloud/insights/", "https://typebestofficial.com/download.cm", "https://www.ksms.org/NFUpload/nfupload_down.php", "https://todaysquare.com/download.cm", "https://atcenteramerica.com/wp-content/uploads/2025/05/%EB%89%B4%EC%9A%95-2025%EB%85%84-%EB%89%B4%EB%AF%B8%EB%94%94%EC%96%B4-%EB%A7%88%EC%BC%80%ED%8C%85-%EC%82%AC%EC%97%85-%EC%9E%85%EC%B0%B0%EA%B3%B5%EA%B3%A0%EB%AC%B8-%EB%B0%8F-%EC%A0%9C%EC%95%88%EC%9A%94%EC%B2%AD%EC%84%9C_%EC%82%AC%EC%A0%84%EA%B3%B5%EA%B3%A0.pdf", "https://history.ajou.ac.kr/history/admission/notice.do", "https://business.columbia.edu/sites/default/files-efs/imce-uploads/APEC%20Study%20Center/Discussion%20Papers/ASC%20DP%2082%20Geopolitical%20competition%2C%20globalisation%20and%20WTO%20reform.pdf", "https://arxiv.org/abs/2609.11915", "https://arxiv.org/abs/2404.07797", "https://arxiv.org/abs/2401.09316", "https://arxiv.org/abs/2301.11403", "https://pipspro.ae/", "https://dbr.donga.com/article/view/1101/article_no/4207/ac/special", "https://www.lemonpipdigital.co.uk/", "https://iexs.com/ko", "https://www.prnewswire.com/kr/news-releases/u0066u0070uB9C8uCF13uCE20u002DuD300u002Cu002DuD3ECuB809uC2A4u002DuC5D1uC2A4uD3ECu002DuB450uBC14uC774u002Du0032u0030u0032u0034uC5D0u002DuCC38-302279600.html", "https://naqdi.com/partner/introducing-broker/", "https://nl.linkedin.com/in/pips-erasmus", "https://files.eric.ed.gov/fulltext/ED122374.pdf", "https://www.pip.com/mentoroh836/products-services/labels-packaging/custom-packaging", "https://www.scendea.com/s/Scendea-Expertise-Brochure-Jan-7-2022.pdf", "https://digilib.unila.ac.id/81996/3/Full%20skripsi%20tanpa%20bab%20pembahasan%20%28revisi%29_Reza%20Widya_2013031067%20-%20eja.pdf", "https://cream.com.my/my/media/com_eshop/attachments/MCRJ%20Volume%208%20No.1%202011.pdf", "https://hhs.iowa.gov/media/15880/download", "https://www.epa.gov/system/files/documents/2023-05/PrePubCopy-FRL-7261-04-OCSPP-PIPs-Final-Rule_0.pdf", "https://en.wikipedia.org/wiki/K-pop" ] } ] } ] }