Sources

Search Visibility Wiki cites 82 sources. Each is listed with its publisher, date and the pages that cite it.

Which sources does the wiki cite?

1. “An Analysis of AI Overview Brand Visibility Factors (75K Brands Studied)”. Ahrefs. May 26, 2025. Cited on: AI search optimization, AI search statistics, AI visibility, Answer engine optimization, Mentions vs citations, Brand visibility, Digital PR, Entities & knowledge graph, Replications & critiques, GEO strategy, LLM SEO, LLM visibility, Studies & papers, Unlinked mentions, What is search visibility?.
2. “Brand Radar”. Ahrefs. product page, accessed October 14, 2026. Cited on: Ahrefs Brand Radar, AI visibility, AI visibility tools, Mentions vs citations, Brand visibility, ChatGPT SEO, Gemini, GEO tools, LLM visibility, Perplexity, Share of voice, Tools overview.
3. “AI Overviews Reduce Clicks by 34.5%”. Ahrefs. April 17, 2025. Cited on: AI Overviews CTR, AI search statistics, Is SEO dead?, Rank tracking, SERP features, Zero-click searches.
4. “Claude can now search the web”. Anthropic. March 20, 2025; updated May 27, 2025. Cited on: AI search engines, Claude.
5. “Does Anthropic crawl data from the web, and how can site owners block the crawler?”. Anthropic (Claude Help Center). updated April 7, 2026. Cited on: AEO agency, AEO strategy, AEO vs SEO, AI search engines, AI search optimization, AI SEO, AI SEO agency, AI visibility audit, Claude, ClaudeBot, GEO agency, GEO checklist, GEO courses, GEO strategy, robots.txt for AI, Technical SEO for AI.
6. “Introducing AI Performance in Bing Webmaster Tools Public Preview”. Bing Webmaster Blog. February 2026. Cited on: Main page, AEO vs GEO, AI citation tracking, AI search visibility, Bing Webmaster Tools, Microsoft Copilot.
7. “IndexNow: Instantly index your web content in search engines”. Bing Webmaster Blog. October 18, 2021. Cited on: Bing Webmaster Tools, IndexNow.
8. “AI Performance”. Bing Webmaster Tools Help. accessed October 14, 2026. Cited on: AEO agency, AEO strategy, AEO vs SEO, AI citation tracking, AI citations, AI rank tracking, AI search engines, AI search visibility, AI SEO agency, AI SEO tools, AI visibility, AI visibility audit, AI visibility checker, Bing Webmaster Tools, Mentions vs citations, GEO agency, GEO checklist, GEO SEO, GEO tools, Google Search Console, IndexNow, LLM seeding, Measuring visibility, Microsoft Copilot, Query fan-out, Visibility KPIs, Tools overview, What is search visibility?.
9. “LLM Mentions API”. DataForSEO. product page, accessed October 14, 2026. Cited on: AI citation tracking, AI Overview tracking, AI visibility, AI visibility tools, ChatGPT SEO, GEO tools, Tools overview.
10. “GEO-optim/GEO (code and GEO-bench)”. GitHub. accessed October 14, 2026. Cited on: The 2023 GEO paper.
11. “Rich Results Test”. Google. tool, accessed October 14, 2026. Cited on: GEO tools, ChatGPT for SEO, Schema markup.
12. “An expanded partnership with Reddit”. Google. February 22, 2024. Cited on: LLM seeding, Reddit SEO.
13. “Google I/O 2024: New generative AI experiences in Search”. Google (The Keyword). May 14, 2024. Cited on: AI search engines, AI search visibility, AIO vs AEO, AI Overviews & AI Mode, SGE.
14. “Expanding AI Overviews and introducing AI Mode”. Google (The Keyword). March 5, 2025. Cited on: AI search visibility, Brand visibility, Entities & knowledge graph, Gemini, Google AI Mode, AI Overviews & AI Mode.
15. “AI Mode in Google Search: Updates from Google I/O 2025”. Google (The Keyword). May 20, 2025. Cited on: AI search engines, AI search visibility, Google AI Mode, AI Overviews & AI Mode, Query fan-out, SGE.
16. “Introducing the Knowledge Graph: things, not strings”. Google (The Keyword). May 16, 2012. Cited on: Brand visibility, Entities & knowledge graph, Entity SEO, Knowledge panel, Wikidata & Wikipedia.
17. “How Google is improving Search with generative AI”. Google (The Keyword). May 10, 2023. Cited on: SGE.
18. “About knowledge panels”. Google Knowledge Panel Help. accessed October 14, 2026. Cited on: Knowledge panel.
19. “Get verified on Google”. Google Knowledge Panel Help. accessed October 14, 2026. Cited on: Knowledge panel.
20. “US11354342B2: Contextual estimation of link information gain”. Google LLC (Google Patents). granted June 7, 2022. Cited on: Information gain.
21. “Optimizing your website for generative AI features on Google Search”. Google Search Central. accessed October 14, 2026. Cited on: Main page, AEO agency, AEO vs GEO, AEO vs SEO, AI citations, AI search optimization, AI SEO agency, Answer engine optimization, Mentions vs citations, Brand visibility, Content freshness, Generative engine optimization, GEO agency, GEO courses, Replications & critiques, GEO SEO, GEO strategy, AI Overviews & AI Mode, Google Search Console, How answer engines work, Rank in AI Overviews, Is SEO dead?, LLM SEO, Measuring visibility, Query fan-out, Rank tracking, RAG, Tools overview, Topical authority, What is an answer engine?, What is search visibility?.
22. “AI features and your website”. Google Search Central. accessed October 14, 2026. Cited on: Main page, AEO agency, AEO strategy, AEO vs SEO, AI citations, AI crawlers & robots.txt, AI Overviews not showing, AI search engines, AI search optimization, AI search visibility, AI SEO, AI SEO agency, AIO vs AEO, Answer engine optimization, Content optimization, Ecommerce AI visibility, Entities & knowledge graph, FAQ schema, Featured snippets, Gemini, GEO agency, GEO checklist, GEO courses, GEO examples, GEO SEO, GEO strategy, Google AI Mode, AI Overviews & AI Mode, Google-Extended, Google Search Console, How answer engines work, Rank in AI Overviews, Is SEO dead?, LLM SEO, llms.txt, Local AI visibility, Query fan-out, Rank tracking, Schema markup, SERP features, Technical SEO for AI, What is search visibility?, Zero-click searches.
23. “Spam policies for Google web search”. Google Search Central. accessed October 14, 2026. Cited on: AEO agency, AI search optimization, AI SEO, AI SEO agency, Content optimization, Digital PR, GEO agency, GEO strategy, ChatGPT for SEO, LLM seeding, Query fan-out, Rank tracking, Reddit SEO.
24. “Do you need an SEO?”. Google Search Central. accessed October 14, 2026. Cited on: AEO agency, AEO vs SEO, AI SEO, AI SEO agency, GEO agency, GEO tools.
25. “Introduction to structured data markup in Google Search”. Google Search Central. accessed October 14, 2026. Cited on: FAQ schema, Schema markup.
26. “Organization structured data”. Google Search Central. accessed October 14, 2026. Cited on: Entity SEO, GEO checklist, Knowledge panel, Local AI visibility, Schema markup.
27. “General structured data guidelines”. Google Search Central. accessed October 14, 2026. Cited on: Ecommerce AI visibility, FAQ schema, Local AI visibility, Schema markup, Technical SEO for AI.
28. “Visual elements gallery of Google Search”. Google Search Central. accessed October 14, 2026. Cited on: AEO strategy, People Also Ask, SERP features.
29. “Featured snippets and your website”. Google Search Central. accessed October 14, 2026. Cited on: AEO strategy, Featured snippets, People Also Ask.
30. “Creating helpful, reliable, people-first content”. Google Search Central. accessed October 14, 2026. Cited on: AEO strategy, Content freshness, Content optimization, E-E-A-T, GEO checklist, Rank in AI Overviews, ChatGPT for SEO, Information gain.
31. “Understand JavaScript SEO basics”. Google Search Central. accessed October 14, 2026. Cited on: GEO checklist, Technical SEO for AI.
32. “A guide to Google Search ranking systems”. Google Search Central. accessed October 14, 2026. Cited on: Content freshness.
33. “Changes to HowTo and FAQ rich results”. Google Search Central Blog. August 2023. Cited on: FAQ schema, People Also Ask.
34. “Our latest update to the quality rater guidelines: E-A-T gets an extra E for Experience”. Google Search Central Blog. December 2022. Cited on: E-E-A-T.
35. “Understanding news topic authority”. Google Search Central Blog. May 2023. Cited on: Topical authority.
36. “Introducing the branded queries filter in Search Console”. Google Search Central Blog. November 20, 2025; updated March 11, 2026. Cited on: Visibility vs awareness, Branded search, Visibility KPIs.
37. “Find information in faster & easier ways with AI Overviews in Google Search”. Google Search Help. accessed October 14, 2026. Cited on: AI Overviews not showing.
38. “List of Google's common crawlers (Googlebot, Google-Extended)”. Google for Developers. accessed October 14, 2026. Cited on: AI crawlers & robots.txt, ClaudeBot, Gemini, GEO SEO, AI Overviews & AI Mode, Google-Extended, LLM SEO, robots.txt for AI.
39. “Google Knowledge Graph Search API”. Google for Developers. accessed October 14, 2026. Cited on: Brand visibility, Entities & knowledge graph.
40. “What is IndexNow?”. IndexNow.org. accessed October 14, 2026. Cited on: GEO checklist, IndexNow, Microsoft Copilot, Technical SEO for AI.
41. “The /llms.txt file, v2”. Jeremy Howard, llmstxt.org. first published September 3, 2024; v2 August 10, 2026. Cited on: AI search optimization, llms.txt.
42. “Reinventing search with a new AI-powered Microsoft Bing and Edge, your copilot for the web”. Microsoft. February 7, 2023. Cited on: AI search engines, Microsoft Copilot.
43. “Microsoft Ignite 2023: AI transformation and the technology driving change”. Microsoft. November 15, 2023. Cited on: AI search engines, Microsoft Copilot.
44. “Overview of OpenAI Crawlers”. OpenAI. accessed October 14, 2026. Cited on: AEO agency, AEO strategy, AEO vs SEO, AI citation tracking, AI crawlers & robots.txt, AI search engines, AI search optimization, AI search visibility, AI SEO, AI SEO agency, AI SEO tools, AI visibility audit, Answer engine optimization, ChatGPT ads, ChatGPT SEO, ClaudeBot, Ecommerce AI visibility, Generative engine optimization, GEO agency, GEO checklist, GEO courses, GEO SEO, GEO strategy, GPTBot, ChatGPT for SEO, Is SEO dead?, LLM SEO, LLM visibility, OAI-SearchBot, robots.txt for AI, Technical SEO for AI.
45. “Introducing ChatGPT search”. OpenAI. October 31, 2024. Cited on: AI search engines, AI search visibility, Answer engine optimization, ChatGPT SEO, What is an answer engine?.
46. “Testing ads in ChatGPT”. OpenAI. February 2026. Cited on: AEO agency, AI SEO agency, ChatGPT ads, GEO agency.
47. “OpenAI and Reddit Partnership”. OpenAI. May 16, 2024. Cited on: LLM seeding, Reddit SEO.
48. “Our approach to advertising and expanding access to ChatGPT”. OpenAI. January 16, 2026. Cited on: ChatGPT ads.
49. “Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol”. OpenAI. September 29, 2025. Cited on: AI search statistics, ChatGPT shopping, Ecommerce AI visibility.
50. “Ads in ChatGPT”. OpenAI Help Center. accessed October 14, 2026. Cited on: ChatGPT ads.
51. “Publishers and Developers FAQ”. OpenAI Help Center. accessed October 14, 2026. Cited on: AI referral traffic, AI visibility audit, OAI-SearchBot, Visibility KPIs.
52. “Agentic Commerce: key concepts”. OpenAI for Developers. accessed October 14, 2026. Cited on: ChatGPT shopping, Ecommerce AI visibility.
53. “OtterlyAI: AI Search Monitoring Tool”. OtterlyAI. product page, accessed October 14, 2026. Cited on: AI citation tracking, AI visibility, AI visibility tools, Brand visibility, ChatGPT SEO, Gemini, GEO tools, Measuring visibility, OtterlyAI, Perplexity, Share of voice, Tools overview.
54. “Peec AI: AI search analytics for marketing teams”. Peec AI. product page, accessed October 14, 2026. Cited on: AI citation tracking, AI rank tracking, AI SEO tools, AI visibility score, AI visibility tools, Brand sentiment in AI, Brand visibility, ChatGPT SEO, Gemini, GEO tools, Peec AI, Tools overview.
55. “Perplexity Crawlers”. Perplexity. accessed October 14, 2026. Cited on: AEO strategy, AEO vs SEO, AI citation tracking, AI crawlers & robots.txt, AI search engines, AI search optimization, AI search visibility, AI SEO, AI visibility audit, Generative engine optimization, GEO checklist, GEO courses, GEO SEO, GEO strategy, Is SEO dead?, LLM SEO, LLM visibility, Perplexity, robots.txt for AI, Technical SEO for AI.
56. “Why we’re experimenting with advertising”. Perplexity. November 2024. Cited on: AEO agency, AI SEO agency, ChatGPT ads, GEO agency.
57. “Google users are less likely to click on links when an AI summary appears in the results”. Pew Research Center. July 22, 2025; March 2025 browsing data. Cited on: Main page, AEO vs SEO, AI Overview tracking, AI Overviews CTR, AI referral traffic, AI search statistics, Answer engine optimization, Mentions vs citations, Brand visibility, Visibility vs awareness, How answer engines work, Is SEO dead?, Measuring visibility, Reddit SEO, Studies & papers, What is search visibility?, Zero-click searches.
58. “GEO: Generative Engine Optimization”. Proceedings of the 30th ACM SIGKDD Conference (KDD ’24). August 2024. Cited on: Generative engine optimization, GEO meaning, The 2023 GEO paper.
59. “Profound”. Profound. product page, accessed October 14, 2026. Cited on: AI SEO tools, AI visibility tools, ChatGPT SEO, Ecommerce AI visibility, Gemini, GEO tools, Perplexity, Profound, Tools overview.
60. “Reddit Rules”. Reddit. accessed October 14, 2026. Cited on: LLM seeding, Reddit SEO.
61. “AI Visibility Tracker (AI Search Toolkit)”. SE Ranking. product page, accessed October 14, 2026. Cited on: AI citation tracking, AI Overview tracking, AI visibility, AI visibility tools, Mentions vs citations, ChatGPT SEO, Gemini, GEO tools, Perplexity, Tools overview, Visibility score.
62. “Schema Markup Validator”. Schema.org. tool, accessed October 14, 2026. Cited on: FAQ schema, GEO tools, Schema markup.
63. “Scrunch: AI search visibility and optimization”. Scrunch. product page, accessed October 14, 2026. Cited on: AI SEO tools, Scrunch AI.
64. “Generative AI performance report (Search)”. Search Console Help. rolled out to all sites as of August 31, 2026; accessed October 14, 2026. Cited on: Main page, AEO agency, AEO strategy, AEO vs SEO, AI citation tracking, AI citations, AI Overview tracking, AI Overviews CTR, AI rank tracking, AI referral traffic, AI search visibility, AI SEO agency, AI SEO tools, AI visibility, AI visibility audit, AI visibility checker, AIO vs AEO, Bing Webmaster Tools, Branded search, GEO agency, GEO checklist, GEO SEO, GEO tools, Google AI Mode, AI Overviews & AI Mode, Google Search Console, Rank in AI Overviews, Measuring visibility, Visibility KPIs, Tools overview, What is search visibility?, Zero-click searches.
65. “What are impressions, position, and clicks?”. Search Console Help. accessed October 14, 2026. Cited on: AI Overview tracking, AI search visibility, Visibility vs awareness, AI Overviews & AI Mode, Google Search Console, Rank tracking, Visibility KPIs, SERP features.
66. “URL Inspection tool”. Search Console Help. accessed October 14, 2026. Cited on: AEO strategy, AI Overviews not showing, AI search optimization, AI visibility audit, GEO checklist, GEO tools, Technical SEO for AI.
67. “robots.txt report”. Search Console Help. accessed October 14, 2026. Cited on: AI SEO tools, AI visibility audit, GEO tools, robots.txt for AI, Technical SEO for AI.
68. “Position Tracking Overview”. Semrush Knowledge Base. accessed October 14, 2026. Cited on: Rank tracking, Visibility score, What is search visibility?.
69. “Where does the data in Semrush’s AI Visibility Toolkit come from?”. Semrush Knowledge Base. accessed October 14, 2026. Cited on: AI citation tracking, AI visibility, AI visibility tools, ChatGPT SEO, Gemini, Measuring visibility, Perplexity, Share of voice, Tools overview, Visibility score.
70. “AI Visibility Toolkit”. Semrush Knowledge Base. accessed October 14, 2026. Cited on: AI Overview tracking, AI rank tracking, AI SEO tools, AI visibility score, AI visibility tools, Mentions vs citations, Brand sentiment in AI, Brand visibility, GEO tools, Semrush AI Visibility Toolkit, Visibility score.
71. “What is Visibility %?”. Semrush Knowledge Base. accessed October 14, 2026. Cited on: AI visibility tools, Measuring visibility, Rank tracking, Visibility KPIs, Share of voice, Tools overview, Visibility score.
72. “2024 Zero-Click Search Study”. SparkToro (data from Datos). July 1, 2024. Cited on: AI search statistics, GEO examples, SERP features, Zero-click searches.
73. “Wikidata: Introduction”. Wikidata. accessed October 14, 2026. Cited on: Entity SEO, Wikidata & Wikipedia.
74. “Wikipedia: Conflict of interest”. Wikipedia. guideline, accessed October 14, 2026. Cited on: LLM seeding, Wikidata & Wikipedia.
75. “GEO: Generative Engine Optimization (v1 PDF, author affiliations)”. arXiv. v1, November 16, 2023. Cited on: Generative engine optimization, The 2023 GEO paper.
76. “Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (Lewis et al.)”. arXiv. v1 May 22, 2020. Cited on: RAG, What is an LLM?.
77. “Attention Is All You Need (Vaswani et al.)”. arXiv. v1 June 12, 2017. Cited on: What is an LLM?.
78. “GEO: Generative Engine Optimization”. arXiv (Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan, Deshpande). v1 submitted November 16, 2023; published at KDD ’24. Cited on: Main page, AEO vs GEO, AEO vs SEO, AI citations, AI rank tracking, AI search optimization, AI search statistics, AI SEO, AI visibility audit, AI visibility checker, Content optimization, Generative engine optimization, GEO checklist, GEO courses, GEO examples, GEO meaning, The 2023 GEO paper, GEO SEO, GEO strategy, GEO tools, How answer engines work, LLM SEO, LLM visibility, Perplexity, Studies & papers, RAG, What is an answer engine?, What is search visibility?.
79. “Evaluating Verifiability in Generative Search Engines”. arXiv (Liu, Zhang, Liang; Stanford). April 2023; Findings of EMNLP 2023. Cited on: AI citations, AI hallucinations, AI search engines, AI search statistics, Replications & critiques, How answer engines work, LLM visibility, Perplexity, Studies & papers, RAG, What is an answer engine?.
80. “C-SEO Bench: Does Conversational SEO Work?”. arXiv (Puerto, Gubri, Green, Oh, Yun). June 2025; NeurIPS 2025 Datasets & Benchmarks. Cited on: Main page, AEO vs GEO, AI search optimization, AI SEO, Mentions vs citations, Content optimization, Generative engine optimization, GEO courses, GEO examples, Replications & critiques, GEO SEO, GEO strategy, GEO tools, How answer engines work, LLM SEO, LLM visibility, Measuring visibility, Studies & papers, What is search visibility?.
81. “Why Language Models Hallucinate (Kalai, Nachum, Vempala, Zhang)”. arXiv / OpenAI. September 4, 2025. Cited on: AI hallucinations, Brand sentiment in AI, ChatGPT for SEO, What is an LLM?.
82. “Web Search (API guide)”. xAI documentation. accessed October 14, 2026. Cited on: AI search engines, Grok.

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