What the assistants searched
Getting recommended instead of a competitor 2026-10-22 04:31 pooled with the set's finished runs before it that were asked and graded the same way: 2 runs · search track only, from the stored answers · this run alone · JSON
160/160answers searched
289searches
267distinct queries
21%from prompt
27%prompt kept
Top queries
Queries counted together whatever their case, quotes or spacing. Cheap Seats's sites: searches whose results included a page on one of them. Competitors: named in a result's title, or its site. Named Cheap Seats: of the graded answers that ran the query, those that named Cheap Seats.
| Query | Prompts | Answers | Cheap Seats's sites | Competitors in results | Named Cheap Seats |
|---|---|---|---|---|---|
| AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 +Peec AI +Profound +Semrush AI Toolkit | 9 17 | 4 | 0/4 | Semrush AI Toolkit ×3 | 0/4 |
| answer engine optimization B2B SaaS content strategy 2026 | 9 | 4 | 0/4 | 0/4 | |
| llms.txt adoption AI crawlers evidence 2026 | 14 | 3 | 0/3 | 0/3 | |
| llms.txt adoption developer documentation AI assistants 2026 | 10 | 3 | 0/3 | 0/3 | |
| most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026 | 11 | 3 | 0/3 | 0/3 | |
| AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 +Peec AI +Profound | 3 7 | 2 | 0/2 | 0/2 | |
| AI search visibility tools brand sentiment ChatGPT Perplexity monitoring 2026 | 4 | 2 | 0/2 | 0/2 | |
| AI visibility tracking tools Profound Peec AI Scrunch comparison 2026 +Peec AI +Profound | 16 | 2 | 0/2 | Peec AI ×2 Profound ×2 | 0/2 |
| comparison pages AI search citations ChatGPT Perplexity study 2026 | 8 | 2 | 0/2 | 0/2 | |
| comparison pages AI search visibility ChatGPT citations study 2026 | 8 | 2 | 0/2 | 0/2 | |
| how ChatGPT chooses which brands to recommend sources citations study 2026 | 1 | 2 | 0/2 | 0/2 | |
| influence LLM training data brand perception Common Crawl Wikipedia 2026 | 6 | 2 | 0/2 | 0/2 | |
| schema markup structured data AI Overviews ChatGPT citations study 2026 | 15 | 2 | 0/2 | Ahrefs Brand Radar ×2 | 0/2 |
| schema markup structured data AI Overviews citations study 2026 | 15 | 2 | 0/2 | Ahrefs Brand Radar ×2 | 0/2 |
| why does ChatGPT recommend competitor generative engine optimization citation sources analysis | 2 | 2 | 0/2 | 0/2 | |
| '24 hours' | 19 | 1 | 0/1 | 0/1 | |
| AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI | Google Search Central AI features website best practices AI Overviews | OpenAI ChatGPT search ranking factors no guarantee top placement +Peec AI +Profound | 2 | 1 | 0/1 | Ahrefs Brand Radar ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI brand visibility tools track LLM mentions Profound Peec AI 2026 +Peec AI +Profound | 6 | 1 | 0/1 | 0/1 | |
| AI brand visibility tracking tools Profound Peec AI Scrunch 2026 +Peec AI +Profound | 6 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI crawler robots.txt GPTBot ClaudeBot training opt-in brand visibility LLM | 6 | 1 | 0/1 | 0/1 | |
| AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity most cited websites | Ahrefs AI citations most cited domains Reddit YouTube Wikipedia 2025 2026 +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity Reddit LinkedIn | Ahrefs most cited domains AI search 2025 2026 third party sources +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search citations Reddit review sites listicles strategy GEO 2026 | 12 | 1 | 0/1 | 0/1 | |
| AI search most cited domains 2026 ChatGPT Google AI Overviews Perplexity citations study | Ahrefs most cited domains AI search Reddit YouTube Wikipedia 2026 +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search most cited domains ChatGPT Perplexity Google AI Overviews 2026 citation sources Ahrefs | 2026 AI citations third party sites Reddit YouTube LinkedIn G2 Wikipedia study +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search "raw search results" "Peec" | AI search "retrieval" "scrunch" sources | site.tryprofound.com "search results" "Query" fanout +Peec AI +Profound | 13 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI search visibility GEO quick wins brands 2026 | 17 | 1 | 0/1 | 0/1 | |
| AI search visibility quick wins GEO 2026 brand ChatGPT citations | 17 | 1 | 0/1 | 0/1 | |
| AI search visibility tool "search results" "fanout" retrievability | site.usehall.com search results query fan out | site.tryprofound.com "search results" "Query" +Profound | 13 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI search visibility tools brand mentions ChatGPT competitor 2026 | 2 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand mentions ChatGPT competitor share of voice 2026 | 2 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand mentions ChatGPT Perplexity competitor analysis 2026 | 2 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand monitoring ChatGPT Perplexity 2026 (Profound, Peec AI, Scrunch) +Peec AI +Profound | 16 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand sentiment ChatGPT caveats GEO 2026 | 4 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand sentiment LLM answers 2026 Profound Peec Scrunch +Peec AI +Profound | 4 | 1 | 0/1 | 0/1 | |
| AI search visibility tools ChatGPT brand mentions GEO 2026 | 1 | 1 | 0/1 | 0/1 | |
| AI search visibility tools track citations ChatGPT Perplexity 2026 Profound Peec AI +Peec AI +Profound | 12 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools 2026 Profound Peec AI Otterly Semrush AI toolkit +Otterly.AI +Peec AI +Profound +Semrush AI Toolkit | 5 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools Profound Peec AI Otterly comparison 2026 +Otterly.AI +Peec AI +Profound | 5 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI search visibility tracking tools Profound Peec AI Scrunch comparison 2026 +Peec AI +Profound | 9 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility monitoring tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 +Peec AI +Profound | 3 | 1 | 0/1 | 0/1 | |
| AI visibility tools actionable content recommendations Profound AirOps Scrunch content optimization | Peec AI content recommendations Otterly AI content optimization recommendations +Otterly.AI +Peec AI +Profound | 20 | 1 | 0/1 | Ahrefs Brand Radar ×1 Elmo ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026 +Peec AI +Profound +Semrush AI Toolkit | 12 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations create content Profound AirOps Scrunch Athena action center | site.tryprofound.com content briefs agents AI visibility | site.scrunch.com content recommendations AI visibility +Profound | 20 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI visibility tools content recommendations GEO optimization 2026 | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations GEO optimization 2026 Profound AirOps Scrunch +Profound | 20 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI visibility tools content recommendations GEO optimization actionable 2026 | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations optimization GEO 2026 Profound AirOps Scrunch +Profound | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations Profound Scrunch AirOps actionable content optimization | AthenaHQ AI visibility content optimization recommendations Peec +Peec AI +Profound | 20 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility tools track brand in ChatGPT answers 2026 Profound Peec AI Scrunch +Peec AI +Profound | 3 | 1 | 0/1 | 0/1 |
Showing the 50 run by the most answers; 217 more in the JSON.
Names the assistants added
Searches that named a product the prompt hadn't: the assistant added it to the search.
| Name | Searches | Answers | Prompts | For example |
|---|---|---|---|---|
| Profound | 53 | 48 | 14 | “site.profound.com AI visibility prompt citations competitors | site.otterly.ai AI search monitoring citations brand competitors | site.platform.openai.com docs web search citations responses sources”; “AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI | Google Search Central AI features website best practices AI Overviews | OpenAI ChatGPT search ranking factors no guarantee top placement”; “AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI 2026” |
| Peec AI | 42 | 42 | 13 | “AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI | Google Search Central AI features website best practices AI Overviews | OpenAI ChatGPT search ranking factors no guarantee top placement”; “AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI 2026”; “AI visibility monitoring tools brand mentions ChatGPT Perplexity Profound Peec AI 2026” |
| Ahrefs Brand Radar | 17 | 13 | 7 | “sitedevelopers.google.com search AI features your website helpful content AI overview | site:help.openai.com publishers product discovery ChatGPT search shopping | site:ahrefs.com AI brand monitoring sentiment citations objections”; “site.bing.com webmaster AI Performance citations dashboard | site.google.com search central AI features no special optimization schema llms txt | site.ahrefs.com brand radar ChatGPT Claude tracking”; “site.bing.com webmaster AI Performance comparison content citations AI answers | site.developers.google.com search AI features website content best practices | site.ahrefs.com comparison pages AI citations research” |
| Semrush AI Toolkit | 16 | 16 | 7 | “AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026”; “site.semrush.com AI citations study G2 review sites 2026 | site.ahrefs.com/blog AI citations YouTube LinkedIn listicles 2026 | site.tryprofound.com LinkedIn cited domains 2026”; “AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026” |
| Otterly.AI | 7 | 7 | 3 | “site.profound.com AI visibility prompt citations competitors | site.otterly.ai AI search monitoring citations brand competitors | site.platform.openai.com docs web search citations responses sources”; “AI visibility tracking tools Profound Peec AI Otterly comparison 2026”; “AI search visibility tracking tools Profound Peec AI Otterly comparison 2026” |
How the prompts were rewritten
Words compared without stopwords, plurals folded. From prompt is the share of a search's words that were in its prompt; prompt kept, the share of the prompt's words still in the search.
Added
The vocabulary the assistants search with.
| Word | Searches | Prompts |
|---|---|---|
| 2026 | 144 | 20 |
| search | 104 | 16 |
| citations | 101 | 18 |
| chatgpt | 78 | 13 |
| visibility | 62 | 15 |
| oai-searchbot | 62 | 13 |
| tools | 60 | 12 |
| brand | 60 | 11 |
| optimization | 51 | 14 |
| webmaster | 46 | 14 |
| features | 46 | 12 |
| website | 43 | 16 |
| publishers | 42 | 13 |
| study | 41 | 9 |
| engine | 38 | 13 |
| site.bing.com | 37 | 12 |
| performance | 36 | 12 |
| sources | 35 | 9 |
| generative | 34 | 12 |
| site.developers.google.com | 32 | 11 |
| best | 31 | 12 |
| tracking | 30 | 12 |
| llm | 29 | 10 |
| recommendations | 29 | 4 |
| site.openai.com | 28 | 11 |
Dropped
Prompt words the searches left out.
| Word | Searches | Prompts |
|---|---|---|
| product | 90 | 8 |
| assistant | 87 | 7 |
| answers | 64 | 5 |
| ai | 49 | 15 |
| sites | 48 | 4 |
| change | 48 | 3 |
| say | 46 | 3 |
| gets | 32 | 2 |
| help | 31 | 2 |
| competitor | 30 | 2 |
| keeps | 30 | 2 |
| write | 29 | 2 |
| visibility | 26 | 4 |
| find | 26 | 2 |
| recommend | 26 | 2 |
| content | 25 | 4 |
| mention | 25 | 2 |
| search | 24 | 4 |
| engine | 23 | 2 |
| cited | 21 | 2 |
| web | 21 | 2 |
| tool | 20 | 2 |
| chatgpt's | 20 | 1 |
| claude's | 20 | 1 |
| mentioned | 19 | 1 |
Add as prompt
Queries whose results named competitors and never reached Cheap Seats's sites. To measure one as a prompt of its own, paste its entry into the set's file in the config repo and reword it as the question a buyer would ask; prompt ids are permanent, so pick one you'll keep.
“AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026” — 4 answers · Semrush AI Toolkit
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-visibility-tracking-tools-profound" text = "AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026"
“AI visibility tracking tools Profound Peec AI Scrunch comparison 2026” — 2 answers · Peec AI, Profound
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-visibility-tracking-tools-profound-2" text = "AI visibility tracking tools Profound Peec AI Scrunch comparison 2026"
“schema markup structured data AI Overviews ChatGPT citations study 2026” — 2 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "schema-markup-structured-data-ai" text = "schema markup structured data AI Overviews ChatGPT citations study 2026"
“schema markup structured data AI Overviews citations study 2026” — 2 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "schema-markup-structured-data-ai-2" text = "schema markup structured data AI Overviews citations study 2026"
“AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI” — 1 answers · Ahrefs Brand Radar, Peec AI, Profound
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-brand-visibility-tool-analyze" text = "AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI"
“Google Search Central AI features website best practices AI Overviews” — 1 answers · Ahrefs Brand Radar, Peec AI, Profound
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "google-search-central-ai-features" text = "Google Search Central AI features website best practices AI Overviews"
“OpenAI ChatGPT search ranking factors no guarantee top placement” — 1 answers · Ahrefs Brand Radar, Peec AI, Profound
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "openai-chatgpt-search-ranking-factors" text = "OpenAI ChatGPT search ranking factors no guarantee top placement"
“AI brand visibility tracking tools Profound Peec AI Scrunch 2026” — 1 answers · Peec AI, Profound
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-brand-visibility-tracking-tools" text = "AI brand visibility tracking tools Profound Peec AI Scrunch 2026"
“AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity most cited websites” — 1 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-search-citation-domains-study" text = "AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity most cited websites"
“Ahrefs AI citations most cited domains Reddit YouTube Wikipedia 2025 2026” — 1 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ahrefs-ai-citations-cited-domains" text = "Ahrefs AI citations most cited domains Reddit YouTube Wikipedia 2025 2026"
Prompt by prompt
1. ChatGPT keeps recommending our competitor instead of us. What can we actually do about it? — 14 queries
- how ChatGPT chooses which brands to recommend sources citations study 2026 ×2
- AI search visibility tools ChatGPT brand mentions GEO 2026 ×1
- AI visibility tracking tools ChatGPT brand mentions Profound Peec AI Semrush 2026 ×1
- ChatGPT ads advertisers sponsored recommendations 2026 ×1
- generative engine optimization AI visibility tools 2026 ChatGPT brand mentions ×1
- generative engine optimization ChatGPT brand recommendations tactics 2026 ×1
- generative engine optimization ChatGPT brand visibility tools 2026 ×1
- site.help.openai.com ChatGPT search no way guarantee top placement | site.bing.com webmaster tools AI Performance citations dashboard ×1
- site.help.openai.com ChatGPT search ranking inclusion websites OAI-SearchBot | site.openai.com ChatGPT shopping product recommendations merchants ×1
- site.help.openai.com publishers ChatGPT search OAI-SearchBot recommendations | site.openai.com ChatGPT shopping product recommendations merchants organic results ×1
- site.help.openai.com publishers ChatGPT search OAI-SearchBot recommendations | site.openai.com ChatGPT shopping product recommendations merchants | site.bing.com webmaster guidelines AI search content recommendations ×1
- site.help.openai.com publishers ChatGPT search OAI-SearchBot recommendations | site.openai.com ChatGPT shopping products ranking merchants recommendations ×1
- site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independently | site.help.openai.com "no way to guarantee" "placement" search ×1
- site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independently | site.help.openai.com ChatGPT search no guarantee top placement ×1
Added: 2026 ×8 search ×8 site.help.openai.com ×7 oai-searchbot ×6 recommendations ×6 brand ×5 tools ×5 ai ×4
Dropped: actually ×15 competitor ×15 instead ×15 keeps ×15 recommending ×15 chatgpt ×1
2. How can I find out why an AI assistant prefers a competitor's product over ours? — 11 queries
- why does ChatGPT recommend competitor generative engine optimization citation sources analysis ×2
- AI brand visibility tool analyze sources citations competitor recommendations Profound Peec AI | Google Search Central AI features website best practices AI Overviews | OpenAI ChatGPT search ranking factors no guarantee top placement ×1
- AI search visibility tools brand mentions ChatGPT Perplexity competitor analysis 2026 ×1
- AI search visibility tools brand mentions ChatGPT competitor 2026 ×1
- AI search visibility tools brand mentions ChatGPT competitor share of voice 2026 ×1
- best AI visibility tracking tools LLM brand mentions ChatGPT 2026 ×1
- generative engine optimization why LLM recommends competitor citations sources analysis ×1
- how LLMs choose which brands to recommend citation sources GEO research ×1
- site.profoun d.ai answer engine optimization competitor citations prompts visibility | site.scrunchai.com monitor AI search competitor citations | site.peec.ai AI search analytics prompts sources competitors | site.arxiv.org language models explanations not faithful chain of thought ×1
- site.profound.ai answer engine optimization citations prompt tracking competitors | site.scrunchai.com AI search monitoring citations competitors | site.openai.com ChatGPT search ranking factors sources ×1
- site.profound.com AI visibility prompt citations competitors | site.otterly.ai AI search monitoring citations brand competitors | site.platform.openai.com docs web search citations responses sources ×1
Added: chatgpt ×8 competitor ×8 sources ×8 search ×7 visibility ×7 brand ×6 citations ×5 engine ×5
Dropped: assistant ×12 competitor's ×12 find ×12 ours ×12 out ×12 over ×12 prefers ×12 product ×12
3. ChatGPT gets our features and pricing wrong. How do we correct what AI assistants say about our product? — 17 queries
- AI visibility monitoring tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 ×1
- AI visibility tools track brand in ChatGPT answers 2026 Profound Peec AI Scrunch ×1
- AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 ×1
- how to correct ChatGPT wrong information about your brand pricing 2026 AI visibility tools ×1
- how to correct ChatGPT wrong information about your product pricing GEO 2026 ×1
- how to correct ChatGPT wrong information about your product pricing generative engine optimization 2026 ×1
- how to correct inaccurate information about your company in ChatGPT 2026 ×1
- llms.txt adoption OpenAI ChatGPT search OAI-SearchBot merchant product feed 2026 ×1
- llms.txt adoption OpenAI OAI-SearchBot ChatGPT search crawler allow robots.txt ×1
- site.developers.google.com/search AI features website no special schema llms.txt | site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independent controls ×1
- site.help.openai.com ChatGPT search publisher OAI-SearchBot incorrect information feedback | site.developers.google.com search AI features structured data same SEO | site.bing.com webmaster tools AI Performance citations ×1
- site.help.openai.com ChatGPT thumbs down report incorrect response feedback | site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independent ×1
- site.help.openai.com publishers developers FAQ OAI-SearchBot | site.developers.openai.com bots OAI-SearchBot GPTBot | site.developers.google.com search AI features website no special optimization llms.txt | site.help.openai.com report incorrect response thumbs down ChatGPT ×1
- site.help.openai.com thumbs down report incorrect response ChatGPT | site.developers.google.com search AI features website no special optimization | site.indexnow.org documentation content changes search engines ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot outdated information | site.help.openai.com ChatGPT search wrong answers feedback | site.bing.com webmaster AI performance content AI answers ×1
- site.openai.com publishers FAQ ChatGPT search OAI-SearchBot correct information website | site.help.openai.com ChatGPT report incorrect response feedback search | site.bing.com webmaster tools AI Performance citations ×1
- site.platform.openai.com OAI-SearchBot ChatGPT search publishers | site.help.openai.com ChatGPT search incorrect information report | site.bing.com webmaster tools AI performance public preview citations ×1
Added: oai-searchbot ×9 search ×9 2026 ×8 information ×8 site.help.openai.com ×7 tools ×7 incorrect ×6 report ×5
Dropped: assistants ×17 gets ×17 say ×17 pricing ×14 product ×14 features ×13 wrong ×13 correct ×12
4. AI assistants mention our product but add caveats that steer buyers away. How do we address the objections they raise? — 11 queries
- AI search visibility tools brand sentiment ChatGPT Perplexity monitoring 2026 ×2
- AI search visibility tools brand sentiment ChatGPT caveats GEO 2026 ×1
- AI search visibility tools brand sentiment LLM answers 2026 Profound Peec Scrunch ×1
- how to fix negative brand mentions in LLM answers generative engine optimization sources citations ×1
- how to fix negative caveats ChatGPT says about your brand generative engine optimization sources citations ×1
- how to fix negative caveats LLM answers about your brand generative engine optimization sources ×1
- how to fix negative caveats LLMs say about your brand GEO sources citations strategy ×1
- site developers.google.com search AI features website content same SEO best practices | site bing.com webmaster AI search content clarity accuracy citations | site g2.com AI search buyer objections product reviews ×1
- site developers.google.com search AI features website guidance AI overviews | site openai.com publishers search ChatGPT crawling OAI-SearchBot | site g2.com AI search buyer reviews citations research 2025 2026 ×1
- sitedevelopers.google.com search AI features website helpful reliable content AI overview | site:help.openai.com publishers search crawling OAI-SearchBot | site:learn.microsoft.com bing webmaster AI performance citations ×1
- sitedevelopers.google.com search AI features your website helpful content AI overview | site:help.openai.com publishers product discovery ChatGPT search shopping | site:ahrefs.com AI brand monitoring sentiment citations objections ×1
Added: brand ×9 search ×8 citations ×7 chatgpt ×6 2026 ×5 sentiment ×5 features ×4 fix ×4
Dropped: add ×12 address ×12 assistants ×12 away ×12 raise ×12 steer ×12 mention ×11 buyers ×10
5. How do I get my product mentioned in Claude's and ChatGPT's answers? — 20 queries
- AI search visibility tracking tools 2026 Profound Peec AI Otterly Semrush AI toolkit ×1
- AI search visibility tracking tools Profound Peec AI Otterly comparison 2026 ×1
- AI visibility tracking tools Profound Peec AI Otterly 2026 ×1
- AI visibility tracking tools Profound Peec AI Otterly comparison 2026 ×1
- Anthropic Claude no ads ad-free announcement 2026 Claude-SearchBot OAI-SearchBot robots.txt ×1
- ChatGPT ads launch advertisers 2026 ×1
- ChatGPT ads shopping product listings merchants 2026 ×1
- ChatGPT ads shopping product listings merchants 2026 OpenAI ×1
- Claude web search uses Brave Search index; ChatGPT search Bing sources citations ×1
- generative engine optimization best practices 2026 get brand cited ChatGPT Claude ×1
- generative engine optimization how to get brand cited by ChatGPT Claude 2026 ×1
- generative engine optimization how to get brand cited in ChatGPT Claude 2026 ×1
- generative engine optimization how to get brand mentioned in ChatGPT Claude answers 2026 ×1
- site.bing.com webmaster AI Performance citations dashboard | site.google.com search central AI features no special optimization schema llms txt | site.ahrefs.com brand radar ChatGPT Claude tracking ×1
- site.bing.com webmasters tools AI performance citations | site.peec.ai AI search visibility ChatGPT Claude tracking | site.ahrefs.com brand radar Claude ChatGPT ×1
- site.help.openai.com ChatGPT search ranking guarantee top placement | site.openai.com chatgpt merchants product discovery feed | site.anthropic.com web search Claude citations ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot inclusion | site.anthropic.com Claude search bots Claude-SearchBot robots | sitedevelopers.google.com AI features website SEO best practices ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot product discoverability shopping | site.anthropic.com Claude search web crawler Claude-SearchBot robots ×1
- site.openai.com publishers OAI-SearchBot ChatGPT search ranking inclusion | site.anthropic.com Claude search bot Claude-SearchBot website | site.help.openai.com shopping product discovery ChatGPT merchants ×1
- site.openai.com publishers search ChatGPT OAI-SearchBot inclusion | site.anthropic.com Claude search crawler Claude-SearchBot | site.help.openai.com shopping product discovery ChatGPT merchants ×1
Added: chatgpt ×15 claude ×13 2026 ×12 search ×10 brand ×6 tracking ×6 claude-searchbot ×5 merchants ×5
Dropped: chatgpt's ×20 claude's ×20 answers ×19 mentioned ×19 product ×14
6. How do we change what an AI model says about us from its training data, not just what it finds when it searches the web? — 13 queries
- influence LLM training data brand perception Common Crawl Wikipedia 2026 ×2
- AI brand visibility tools track LLM mentions Profound Peec AI 2026 ×1
- AI brand visibility tracking tools Profound Peec AI Scrunch 2026 ×1
- AI crawler robots.txt GPTBot ClaudeBot training opt-in brand visibility LLM ×1
- Common Crawl Wikipedia brand mentions AI model knowledge parametric memory marketing ×1
- influence LLM training data brand perception generative engine optimization 2026 ×1
- influence LLM training data brand representation Common Crawl Wikipedia 2026 ×1
- site.anthropic.com site:support.claude.com ClaudeBot Claude-SearchBot training search | site.cloud.google.com vertex ai tuning model only tuned model base model | site.platform.openai.com GPTBot OAI-SearchBot training robots ×1
- site.anthropic.com site:support.claude.com robots ClaudeBot training search | site.developers.openai.com bots GPTBot OAI-SearchBot independent | site.anthropic.com report incorrect response feedback Claude ×1
- site.openai.com model training data feedback factual inaccuracies update model knowledge | site.anthropic.com training data model knowledge correction | site.platform.openai.com fine tuning knowledge facts retrieval ×1
- site.openai.com publishers partnerships training content models | site.help.openai.com improving model behavior feedback incorrect information company | site.anthropic.com training data web crawlers partnerships ×1
- site.openai.com training data foundation models publicly available internet fine tuning knowledge | site.anthropic.com training data web crawlers ClaudeBot | site.help.openai.com publishers training search OAI-SearchBot GPTBot ×1
- site.openai.com training data improve models public web content GPTBot | site.anthropic.com correcting information model training data knowledge cutoff | site.platform.openai.com fine tuning knowledge facts retrieval ×1
Added: brand ×8 2026 ×6 llm ×6 site.anthropic.com ×6 gptbot ×5 claudebot ×4 common ×4 crawl ×4
Dropped: change ×14 finds ×14 says ×14 searches ×14 web ×11 ai ×9 model ×8 data ×6
7. What kind of content makes AI assistants more likely to recommend a product? — 13 queries
- AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI ×1
- AI visibility tracking tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 ×1
- GEO: Generative Engine Optimization Aggarwal arxiv statistics quotations citations visibility 40% ×1
- LLM brand visibility tools Profound Peec AI track mentions ChatGPT Perplexity ×1
- LLM brand visibility tracking tools Profound Peec AI comparison 2026 ×1
- generative engine optimization research what content gets cited by AI assistants 2026 ×1
- generative engine optimization research what content gets cited by ChatGPT AI Overviews 2026 ×1
- generative engine optimization what content gets cited by ChatGPT AI assistants research 2026 ×1
- generative engine optimization what content gets cited by ChatGPT Perplexity AI Overviews study 2026 ×1
- site developers.google.com search AI features website best practices AI overviews | site openai.com merchants shopping ChatGPT product discovery | site arxiv.org generative engine optimization citations statistics visibility ×1
- site.developers.google.com search AI features website content best practices AI Overviews | site.openai.com publishers product discovery ChatGPT shopping recommendations | site.bing.com webmaster AI search content citations recommendations ×1
- sitedevelopers.google.com search AI features website content best practices AI Overviews | site:help.openai.com shopping ChatGPT product recommendations merchants | site:bing.com webmaster AI search content citations guidelines ×1
- sitedevelopers.google.com search AI features website content best practices | site:openai.com merchants product discovery ChatGPT shopping recommendations | generative engine optimization research citations statistics authoritative sources GEO paper ×1
Added: chatgpt ×10 engine ×7 generative ×7 optimization ×7 2026 ×6 visibility ×6 citations ×5 overviews ×5
Dropped: kind ×13 likely ×13 makes ×13 recommend ×13 assistants ×11 product ×9 content ×6 ai ×1
8. Do comparison pages help a product show up in AI answers? — 12 queries
- comparison pages AI search citations ChatGPT Perplexity study 2026 ×2
- comparison pages AI search visibility ChatGPT citations study 2026 ×2
- "vs" pages "alternatives" pages LLM citations generative engine optimization data ×1
- "vs" pages "alternatives" pages LLM visibility generative engine optimization data ×1
- "vs" pages listicles most cited content type LLM answers GEO research ×1
- "vs" pages listicles most cited content type LLM answers research ×1
- site.bing.com "comparisons" "AI" "content" webmaster guidelines | site.ahrefs.com/blog "comparison" "AI" "pages" citations ×1
- site.bing.com webmaster AI Performance comparison content citations AI answers | site.developers.google.com search AI features website content best practices | site.ahrefs.com comparison pages AI citations research ×1
- site.bing.com webmaster AI answers comparison content citations | sitedevelopers.google.com search AI features content best practices | site.ahrefs.com AI citations comparison pages study ×1
- site.bing.com webmaster AI search comparison content citations clear comparisons | site.developers.google.com search AI features website content best practices | AI search comparison pages citations study comparison pages ×1
- site.bing.com webmaster AI search comparison pages citations content | site.developers.google.com search AI features content best practices | site.openai.com publishers search ChatGPT OAI-SearchBot ×1
- study which content types get cited by AI assistants listicles comparison pages share of citations ×1
Added: citations ×11 content ×8 search ×8 study ×7 chatgpt ×5 site.bing.com ×5 webmaster ×5 2026 ×4
Dropped: help ×14 product ×14 show ×14 up ×14 answers ×10 ai ×4 comparison ×4
9. What does an answer engine optimization content strategy look like for a B2B SaaS company? — 7 queries
- answer engine optimization B2B SaaS content strategy 2026 ×4
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 ×3
- AI search visibility tracking tools Profound Peec AI Scrunch comparison 2026 ×1
- site.developers.google.com search AI features website SEO AI Overviews AI Mode | site.bing.com webmaster AI Performance citations February 2026 | site.openai.com publishers search OAI-SearchBot ChatGPT search ×1
- site.developers.google.com search AI features website SEO AI Overviews AI Mode | site.bing.com webmaster AI performance citations AI search | site.openai.com publishers search ChatGPT OAI-SearchBot ×1
- site.developers.google.com search AI features website content best practices AI Overviews AI Mode | site.bing.com webmaster AI performance citations report 2026 | site.openai.com publishers OAI-SearchBot ChatGPT search content ×1
- sitedevelopers.google.com search AI features website content best practices AI Overviews | site:bing.com webmaster AI performance citations February 2026 | site:openai.com publishers OAI-SearchBot search crawling ×1
Added: 2026 ×11 search ×5 ai ×4 citations ×4 comparison ×4 features ×4 oai-searchbot ×4 overviews ×4
Dropped: company ×12 look ×12 answer ×8 b2b ×8 engine ×8 optimization ×8 saas ×8 strategy ×8
10. How should we write and structure our documentation so AI assistants recommend our developer tool? — 12 queries
- llms.txt adoption developer documentation AI assistants 2026 ×3
- MCP server documentation Context7 docs for coding agents 2026 ×1
- docs MCP server Context7 Mintlify AI-ready documentation 2026 ×1
- docs MCP server developer tools AI coding agents documentation best practices 2026 ×1
- documentation for AI assistants llms.txt MCP developer tools generative engine optimization 2026 ×1
- generative engine optimization developer tools documentation get recommended by ChatGPT Claude ×1
- generative engine optimization developer tools how LLMs choose which library to recommend ×1
- llms.txt adoption evidence AI crawlers actually use 2026 ×1
- site developers.google.com search AI features website structured data | site platform.openai.com docs bots OAI-SearchBot | site docs.anthropic.com llms.txt documentation ×1
- site.bing.com webmaster AI search content guidelines GEO documentation | site.developers.google.com search AI features website structured data | site.platform.openai.com docs bots OAI-SearchBot | site.docs.anthropic.com llms.txt documentation ×1
- site.platform.openai.com docs bots OAI-SearchBot ChatGPT search publishers | site.developers.google.com search AI features your website structured data | site.bing.com webmaster AI search content guidelines citations documentation ×1
- site.platform.openai.com docs bots OAI-SearchBot search visibility | site.developers.google.com search AI features website structured data | site.docs.anthropic.com llms.txt documentation ×1
Added: 2026 ×8 llms.txt ×8 docs ×7 adoption ×4 bots ×4 data ×4 features ×4 mcp ×4
Dropped: structure ×14 write ×14 recommend ×13 assistants ×10 tool ×10 developer ×7 ai ×4 documentation ×2
11. Which third-party sites matter most for getting cited by AI search engines? — 13 queries
- most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026 ×3
- AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity Reddit LinkedIn | Ahrefs most cited domains AI search 2025 2026 third party sources ×1
- AI search citation domains study 2026 ChatGPT Google AI Overviews Perplexity most cited websites | Ahrefs AI citations most cited domains Reddit YouTube Wikipedia 2025 2026 ×1
- AI search most cited domains 2026 ChatGPT Google AI Overviews Perplexity citations study | Ahrefs most cited domains AI search Reddit YouTube Wikipedia 2026 ×1
- AI search most cited domains ChatGPT Perplexity Google AI Overviews 2026 citation sources Ahrefs | 2026 AI citations third party sites Reddit YouTube LinkedIn G2 Wikipedia study ×1
- B2B software AI citations G2 Reddit LinkedIn source analysis LLM visibility ×1
- B2B software AI citations third-party review sites G2 Capterra LinkedIn YouTube LLM visibility study ×1
- B2B software LLM citations sources G2 Reddit review sites study ×1
- B2B software citations LLM G2 Reddit review sites AI visibility study ×1
- most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026 Reddit Wikipedia G2 ×1
- site.ahrefs.com/blog most cited domains 2026 YouTube Reddit | site.tryprofound.com citation sources LinkedIn 2026 | site.meltwater.com/en/blog/ai-search-visibility-report-september-2026 ×1
- site.semrush.com AI citations study 2026 G2 | site:semrush.com/blog AI citations sources Reddit Wikipedia G2 | site:ahrefs.com/blog most cited domains AI 2026 ×1
- site.semrush.com AI citations study G2 review sites 2026 | site.ahrefs.com/blog AI citations YouTube LinkedIn listicles 2026 | site.tryprofound.com LinkedIn cited domains 2026 ×1
Added: study ×13 2026 ×11 domains ×11 reddit ×10 chatgpt ×8 g2 ×8 google ×8 overviews ×8
Dropped: engines ×15 getting ×15 matter ×15 third-party ×14 sites ×9 search ×7 cited ×4 ai ×2
12. AI answers in our category keep citing Reddit threads, review sites and listicles that only mention our competitors. How do we get onto those sources? — 15 queries
- AI search citations Reddit review sites listicles strategy GEO 2026 ×1
- AI search visibility tools track citations ChatGPT Perplexity 2026 Profound Peec AI ×1
- AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026 ×1
- AI visibility tools track citations ChatGPT Perplexity sources Profound Peec AI Semrush 2026 ×1
- AI visibility tools track citations brand mentions Profound Peec AI Semrush AI toolkit 2026 ×1
- how to get cited in AI answers Reddit review sites listicles GEO strategy 2026 ×1
- most cited sources in AI answers Reddit G2 listicles study 2026 ×1
- site.bing.com webmaster AI performance citations sources AI answers 2026 | site.reddit.com business organic engagement spam policy brands Reddit | site.g2.com vendor review guidelines incentivized reviews rankings ×1
- site.business.reddit.com Reddit Pro free keyword tracking trends | site.ahrefs.com brand radar cited pages AI sources outreach ×1
- site.business.reddit.com Reddit business organic engagement community spam | site.g2.com seller get listed reviews incentivized reviews policy | site.developers.google.com search AI features website best practices ×1
- site.reddit.com business spam policy authentic participation marketing | site.g2.com vendor get listed review guidelines incentivized reviews | site.developers.google.com search AI features best practices third party content ×1
- site.reddit.com reddit for business organic participation spam policy brand | site.g2.com vendor review guidelines incentivized reviews | site.bing.com webmaster AI performance citations February 2026 ×1
- site.support.reddithelp.com spam promotional content authentic participation business | site.developers.google.com search AI features website no special optimization | site.reddit.com pro business tools free keyword tracking reddit pro ×1
- site.zapier.com blog how we select apps best apps editorial independence | site.business.reddithelp.com Reddit Pro trends keywords free ×1
- which sources do ChatGPT Perplexity Google AI Overviews cite most Reddit review sites listicles 2026 study ×1
Added: 2026 ×10 citations ×6 business ×5 search ×5 spam ×5 tools ×5 incentivized ×4 policy ×4
Dropped: category ×15 citing ×15 competitors ×15 keep ×15 threads ×15 mention ×14 answers ×12 sites ×12
13. How can I see the web search results an AI assistant gets for a question before it writes its answer, to understand why we're missing? — 15 queries
- AI search "raw search results" "Peec" | AI search "retrieval" "scrunch" sources | site.tryprofound.com "search results" "Query" fanout ×1
- AI search visibility tool "search results" "fanout" retrievability | site.usehall.com search results query fan out | site.tryprofound.com "search results" "Query" ×1
- ChatGPT search_query fan-out queries inspect devtools sources Perplexity Gemini grounding ×1
- OpenAI Responses API web search sources include action sources search queries | Bing Webmaster Tools AI Performance grounding queries citations | Profound query fanout AI search visibility search queries ×1
- OpenAI responses API web search sources include action sources search results | Bing webmaster tools AI performance grounding queries citations | Profound query fan out search results AI visibility ×1
- OpenAI responses API web search sources include action sources search results | Perplexity search API raw ranked search results API | Bing webmaster tools AI performance citations grounding queries ×1
- OpenAI responses API web search sources include action sources search results | Perplexity search API raw ranked search results marketing brand visibility | Bing webmaster tools AI performance citations grounding queries ×1
- Profound Peec AI Scrunch query fan-out citations AI search monitoring comparison ×1
- Profound Peec AI Scrunch query fan-out citations tracking comparison ×1
- Profound vs Peec AI vs Scrunch query fan-out citations tracking ×1
- see search queries ChatGPT uses fan-out queries sources tool AI visibility 2026 ×1
- site.exa.ai playground search results | site:docs.perplexity.ai search API playground raw results | AI visibility tool "query fan-out" "search results" Profound ×1
- tool see ChatGPT search queries fan-out sources cited AI visibility 2026 ×1
- tool see ChatGPT web search queries and sources fan-out AI visibility 2026 ×1
- tools see query fan-out and sources ChatGPT retrieves for prompt AI visibility 2026 ×1
Added: query ×10 sources ×10 fan-out ×9 visibility ×9 queries ×8 citations ×7 api ×5 chatgpt ×5
Dropped: answer ×15 assistant ×15 before ×15 gets ×15 missing ×15 question ×15 understand ×15 writes ×15
14. Is llms.txt worth adding to our site for AI visibility? — 13 queries
- llms.txt adoption AI crawlers evidence 2026 ×3
- Google OpenAI Anthropic llms.txt support statement ×1
- Google OpenAI Anthropic support llms.txt statement ×1
- llms.txt Google Bing OpenAI support AI visibility evidence 2026 | site.llmstxt.org llms.txt proposal | site.developers.google.com llms.txt AI search ×1
- llms.txt adoption 2026 Google OpenAI Anthropic crawlers use evidence ×1
- llms.txt study AI citations impact server logs ×1
- site developers.google.com llms.txt AI search supported | site bing.com llms.txt supported AI search | llms.txt study adoption AI citations 2026 ×1
- site.bing.com/webmasters/blog "AI Performance" | llms.txt study citations Ahrefs SE Ranking 2026 ×1
- site.developers.google.com llms.txt AI search | site.llmstxt.org llms.txt proposal | site.bing.com llms.txt AI ×1
- site.developers.google.com/search "llms.txt" "ignores" | site.ahrefs.com/blog llms.txt 137000 | site.bing.com/webmasters AI performance citations dashboard ×1
- site.google.com search llms.txt not supported AI | site.bing.com llms.txt | llms.txt AI visibility study adoption 2026 ×1
- site.seranking.com llms.txt 300000 citations study | site.bing.com webmaster AI performance citations dashboard ×1
- site.seranking.com llms.txt 300000 study | site.bing.com webmaster AI performance citations dashboard 2026 ×1
Added: 2026 ×9 adoption ×6 citations ×6 site.bing.com ×6 study ×6 evidence ×5 search ×5 crawlers ×4
Dropped: adding ×15 worth ×15 site ×14 visibility ×13 ai ×3
15. Does structured data or schema markup help a site get cited in Google AI Overviews and ChatGPT search? — 15 queries
- schema markup structured data AI Overviews ChatGPT citations study 2026 ×2
- schema markup structured data AI Overviews citations study 2026 ×2
- ChatGPT search schema markup JSON-LD LLM crawlers read structured data experiment ×1
- Google structured data AI features guidance "AI Overviews" no special schema required ×1
- Google structured data AI features guidance "not required" AI Overviews ×1
- Google structured data AI features guidance "not required" AI Overviews Search Central ×1
- Google structured data not required AI features guidance John Mueller schema AI Mode ×1
- does ChatGPT search use schema markup structured data LLM citations evidence ×1
- site developers.google.com search AI features structured data AI Overviews special schema | site platform.openai.com OR site help.openai.com ChatGPT search structured data schema OAI-SearchBot ×1
- site developers.google.com search AI features structured data no special schema | site help.openai.com publishers ChatGPT search structured data schema ×1
- site.developers.google.com search AI features structured data no special schema AI Overviews | site.help.openai.com publishers ChatGPT search structured data schema OAI-SearchBot ×1
- site.developers.google.com/search AI features structured data no special schema | site.help.openai.com publishers websites ChatGPT search OAI-SearchBot ranking ×1
- site.help.openai.com "ChatGPT search" "ranking" "OAI-SearchBot" | site.developers.openai.com OAI-SearchBot GPTBot search ×1
- site:help.openai.com "publishers" "OAI-SearchBot" | site:developers.google.com/search/docs/appearance/structured-data "Rich Results Test" ×1
- site:help.openai.com "shopping" "structured" | site:help.openai.com "OAI-SearchBot" "ranking" ×1
Added: features ×8 oai-searchbot ×6 citations ×5 special ×5 2026 ×4 guidance ×4 help.openai.com ×4 publishers ×4
Dropped: cited ×17 help ×17 google ×13 site ×13 markup ×11 chatgpt ×8 overviews ×8 search ×8
16. How should we prioritize fixes to improve how AI assistants describe our product? — 11 queries
- AI visibility tracking tools Profound Peec AI Scrunch comparison 2026 ×2
- AI search visibility tools brand monitoring ChatGPT Perplexity 2026 (Profound, Peec AI, Scrunch) ×1
- generative engine optimization AI visibility tools 2026 brand accuracy ChatGPT ×1
- generative engine optimization how LLMs describe brands inaccurate fix sources 2026 ×1
- generative engine optimization how to fix AI assistant brand inaccuracies 2026 ×1
- generative engine optimization prioritize fixes AI assistants describe brand accurately 2026 ×1
- how LLMs cite sources study 2026 Reddit Wikipedia review sites brand mentions ×1
- site.openai.com publishers search ChatGPT OAI-SearchBot FAQ | site.bing.com webmaster AI performance citations content clarity | site.developers.google.com search AI features website best practices ×1
- site.openai.com publishers search OAI-SearchBot ChatGPT search | site.developers.google.com search AI features website best practices | site.bing.com webmaster AI performance citations dashboard ×1
- site.openai.com publishers search crawler OAI-SearchBot ChatGPT search | site.bing.com webmaster AI performance citations | site.developers.google.com search AI features website structured data ×1
- site.platform.openai.com docs bots OAI-SearchBot search publisher | site.bing.com webmaster AI performance citations | site.developers.google.com search AI features website guidance ×1
Added: 2026 ×8 brand ×5 chatgpt ×5 search ×5 citations ×4 engine ×4 features ×4 generative ×4
Dropped: improve ×12 product ×12 fixes ×11 prioritize ×11 assistants ×10 describe ×10 ai ×2
17. What are the quickest wins for improving our brand's visibility in AI search? — 15 queries
- AI search visibility GEO quick wins brands 2026 ×1
- AI search visibility quick wins GEO 2026 brand ChatGPT citations ×1
- AI visibility tracking tools 2026 Profound Peec AI Semrush AI toolkit comparison ×1
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 ×1
- AI visibility tracking tools brand mentions ChatGPT Perplexity Google AI Mode 2026 ×1
- best AI visibility tracking tools 2026 Profound Peec AI Semrush AI toolkit ×1
- generative engine optimization AI search visibility quick wins 2026 ×1
- generative engine optimization quick wins brand visibility ChatGPT AI Overviews 2026 ×1
- site.developers.google.com search AI features website best practices AI Overviews AI Mode | site.bing.com webmaster AI performance report citations AI search 2026 | site.platform.openai.com OAI-SearchBot publishers search visibility ×1
- site.help.openai.com publishers websites ChatGPT search OAI-SearchBot referral utm_source ×1
- site.openai.com publishers search OAI-SearchBot ChatGPT search crawling | site.bing.com webmaster AI performance citations AI search | site.developers.google.com search AI features website SEO best practices ×1
- site:developers.openai.com OAI-SearchBot GPTBot search robots ×1
- site:help.openai.com "publishers" "OAI-SearchBot" | site:blogs.bing.com webmaster "AI Performance" 2026 | site:docs.perplexity.ai crawlers PerplexityBot ×1
- sitedevelopers.google.com search AI features website SEO AI overviews | site:help.openai.com publishers ChatGPT search OAI-SearchBot | site:bing.com webmaster AI performance citations Bing Webmaster Tools ×1
- sitedevelopers.google.com search AI features website best practices AI Overviews AI Mode | site:help.openai.com publishers search OAI-SearchBot ChatGPT | site:bing.com webmaster AI performance citations dashboard ×1
Added: 2026 ×10 chatgpt ×7 oai-searchbot ×7 publishers ×6 citations ×5 performance ×5 tools ×5 webmaster ×5
Dropped: brand's ×15 improving ×15 quickest ×15 wins ×11 search ×6 visibility ×6 ai ×2
18. Who should own AI visibility work: SEO, content, product marketing or the docs team? — 8 queries
- site.developers.google.com search AI features SEO best practices AI search | site.bing.com webmaster AI performance citations dashboard | site.openai.com publishers search OAI-SearchBot ×1
- site.developers.google.com search AI features website SEO best practices | site.bing.com webmaster AI performance citations AI search | site.openai.com publishers search OAI-SearchBot ChatGPT search ×1
- site.developers.google.com search AI features website SEO best practices | site.bing.com webmaster AI performance citations content visibility | site.platform.openai.com docs bots OAI-SearchBot publishers ×1
- site.developers.google.com search AI features website SEO best practices | site.bing.com webmaster AI performance citations dashboard | site.openai.com publishers search crawling OAI-SearchBot ×1
- who should own AI visibility GEO AEO in marketing org 2026 ×1
- who should own AI visibility GEO AEO in marketing org SEO content product marketing 2026 ×1
- who should own AI visibility GEO AEO in marketing org SEO product marketing 2026 ×1
- who should own AI visibility GEO answer engine optimization SEO product marketing docs team 2026 ×1
Added: 2026 ×4 best ×4 citations ×4 features ×4 geo ×4 oai-searchbot ×4 performance ×4 practices ×4
Dropped: work ×8 team ×7 content ×6 docs ×6 product ×5 marketing ×4 visibility ×3 seo ×1
19. How long does it take for new content to change what ChatGPT and Perplexity say about us? — 15 queries
- '24 hours' ×1
- ChatGPT search Bing index freshness OAI-SearchBot Perplexity PerplexityBot indexing speed ×1
- OAI-SearchBot PerplexityBot crawl frequency Bing index ChatGPT search freshness study ×1
- OAI-SearchBot PerplexityBot crawl frequency freshness AI answers citations recency study ×1
- how long for new content to appear in ChatGPT Perplexity answers AI search citation lag study 2026 ×1
- how long for new content to appear in ChatGPT search Perplexity citations indexing time AI visibility 2026 ×1
- how long for new content to appear in ChatGPT search Perplexity citations indexing time GEO 2026 ×1
- how long for new content to appear in ChatGPT search Perplexity citations indexing time GEO study 2026 ×1
- site.help.openai.com ChatGPT search inclusion ranking guarantee ×1
- site.perplexity.ai "PerplexityBot" "training" | site.help.openai.com "ChatGPT search" "no way to guarantee" | site.perplexity.ai "index" "hours" ×1
- site.platform.openai.com ChatGPT search crawler OAI-SearchBot updates 24 hours | site.perplexity.ai help center crawlers content updated indexing freshness ×1
- site.platform.openai.com OAI-SearchBot 24 hours robots.txt ChatGPT search | site.perplexity.ai help center PerplexityBot updated content indexing ×1
- site.platform.openai.com OAI-SearchBot ChatGPT search indexing | site.perplexity.ai help center how long website indexed PerplexityBot content updated ×1
- site.platform.openai.com OAI-SearchBot how long search results crawl | site.perplexity.ai help center PerplexityBot updated content indexing ×1
- study time to citation AI search new page cited Perplexity ChatGPT days weeks ×1
Added: search ×13 indexing ×8 oai-searchbot ×7 perplexitybot ×7 site.perplexity.ai ×5 study ×5 2026 ×4 ai ×4
Dropped: change ×15 say ×15 take ×15 new ×10 long ×9 perplexity ×9 content ×7 chatgpt ×3
20. Which AI visibility tools tell you what content to create or change, not just where you rank? — 19 queries
- AI visibility tools actionable content recommendations Profound AirOps Scrunch content optimization | Peec AI content recommendations Otterly AI content optimization recommendations ×1
- AI visibility tools content recommendations GEO optimization 2026 ×1
- AI visibility tools content recommendations GEO optimization 2026 Profound AirOps Scrunch ×1
- AI visibility tools content recommendations GEO optimization actionable 2026 ×1
- AI visibility tools content recommendations Profound Scrunch AirOps actionable content optimization | AthenaHQ AI visibility content optimization recommendations Peec ×1
- AI visibility tools content recommendations create content Profound AirOps Scrunch Athena action center | site.tryprofound.com content briefs agents AI visibility | site.scrunch.com content recommendations AI visibility ×1
- AI visibility tools content recommendations optimization GEO 2026 Profound AirOps Scrunch ×1
- AthenaHQ Action Center Peec AI actions Profound agents content recommendations AI search ×1
- Profound AI visibility content recommendations Agents content optimization | Scrunch AI content recommendations optimization pages | AI visibility tools content recommendations Otterly Peec Athena ×1
- Profound vs AthenaHQ vs Scrunch vs Peec AI content recommendations comparison ×1
- Profound vs Peec AI vs AirOps vs Scrunch actionable content recommendations AI search ×1
- Semrush AI Visibility Toolkit recommendations, Ahrefs Brand Radar, Writesonic GEO action center, Conductor AI content gap 2026 ×1
- Writesonic GEO action center OR Semrush AI Visibility Toolkit recommendations OR Conductor AI search content recommendations 2026 ×1
- best AI search visibility platforms actionable content recommendations not just tracking 2026 ×1
- best generative engine optimization tools actionable recommendations content gaps 2026 ×1
- site.airops.com "content" "recommendations" "Page360" | site.tryprofound.com agents content briefs optimize | site.athenahq.ai "Action Center" content | site.semrush.com "AI" "Content" "recommendations" "Visibility" ×1
- site.airops.com opportunities content refresh AI search Page360 briefs | site.athenahq.ai action center content recommendations | site.writesonic.com AI visibility action center content optimization ×1
- site.athenahq.ai action center content optimization recommendations | site.airops.com AI search visibility content recommendations page360 | site.writesonic.com AI visibility action center content recommendations ×1
- site.tryprofound.com agents content briefs create optimize content | site.airops.com AI visibility content recommendations opportunities | site.scrunch.com page optimizer recommendations | site.athenahq.ai action center content optimization ×1
Added: recommendations ×19 optimization ×11 2026 ×8 action ×8 center ×8 scrunch ×8 actionable ×6 airops ×6
Dropped: change ×19 rank ×19 tell ×19 create ×17 tools ×10 visibility ×4 ai ×1