What the assistants searched
Getting recommended instead of a competitor 2026-10-23 17:51 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
288searches
263distinct queries
22%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 | 5 | 0/5 | Frase ×5 Profound ×3 Semrush AI Toolkit ×3 Peec AI ×2 | 0/5 |
| answer engine optimization B2B SaaS content strategy 2026 | 9 | 4 | 0/4 | 0/4 | |
| most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026 | 11 | 4 | 0/4 | Peec AI ×4 | 0/4 |
| schema markup structured data AI Overviews citations study 2026 | 15 | 4 | 0/4 | Ahrefs Brand Radar ×4 | 0/4 |
| AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026 +Peec AI +Profound +Semrush AI Toolkit | 12 | 3 | 0/3 | Frase ×3 | 0/3 |
| AI visibility tracking tools Profound Peec AI Otterly comparison 2026 +Otterly.AI +Peec AI +Profound | 5 | 3 | 0/3 | Frase ×3 Profound ×3 | 0/3 |
| influence LLM training data brand perception Common Crawl Wikipedia 2026 | 6 | 3 | 0/3 | 0/3 | |
| AI visibility tracking tools Profound Peec AI Scrunch comparison 2026 +Peec AI +Profound | 9 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 | |
| does ChatGPT search use schema markup structured data citations | 15 | 2 | 0/2 | 0/2 | |
| how to correct ChatGPT wrong information about your product pricing 2026 | 3 | 2 | 0/2 | 0/2 | |
| llms.txt adoption 2026 developer documentation AI assistants | 10 | 2 | 0/2 | 0/2 | |
| llms.txt adoption AI crawlers 2026 Google OpenAI Anthropic support evidence | 14 | 2 | 0/2 | 0/2 | |
| '24 hours' | 19 | 1 | 0/1 | 0/1 | |
| AI brand visibility tools track how ChatGPT Claude describe brand without search 2026 | 6 | 1 | 0/1 | 0/1 | |
| AI brand visibility tools track model responses without search 2026 Profound Peec Scrunch +Peec AI +Profound | 6 | 1 | 0/1 | 0/1 | |
| AI search citation sources domains most cited ChatGPT Perplexity Google AI Overviews 2026 study | site.ahrefs.com AI citations most cited domains Reddit YouTube Wikipedia +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search citations Reddit review sites listicles brand visibility strategy 2026 | 12 | 1 | 0/1 | 0/1 | |
| AI search citations Reddit review sites listicles strategy get brand cited ChatGPT 2026 | 12 | 1 | 0/1 | 0/1 | |
| AI search citations Reddit review sites listicles strategy get brand cited ChatGPT Perplexity 2026 | 12 | 1 | 0/1 | Peec AI ×1 | 0/1 |
| AI search citations top domains 2026 Reddit YouTube LinkedIn Wikipedia study | AI search citations third party sites brands G2 review sites 2026 study | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| AI search most cited domains ChatGPT Google AI Overviews Perplexity 2026 study third party | site.ahrefs.com 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 most cited domains third party sources ChatGPT Perplexity Google AI Overviews 2026 citation study | site.ahrefs.com 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 visibility GEO quick wins brand 2026 | 17 | 1 | 0/1 | 0/1 | |
| AI search visibility GEO quick wins brands 2026 | 17 | 1 | 0/1 | 0/1 | |
| AI search visibility quick wins GEO brand 2026 | 17 | 1 | 0/1 | 0/1 | |
| AI search visibility tool "content recommendations" OR "action center" Profound Agents, Writesonic GEO, Semrush AI Visibility Toolkit, Goodie AI, AthenaHQ 2026 review +Profound +Semrush AI Toolkit | 20 | 1 | 0/1 | Frase ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI search visibility tools 2026 brand mentions ChatGPT competitor share of voice | 2 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand mentions ChatGPT competitor 2026 (Profound, Peec AI, Otterly) +Otterly.AI +Peec AI +Profound | 2 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI search visibility tools brand mentions ChatGPT competitor comparison 2026 | 2 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand monitoring ChatGPT Perplexity 2026 Profound Peec AI +Peec AI +Profound | 16 | 1 | 0/1 | Frase ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI search visibility tools brand sentiment ChatGPT mentions 2026 Profound Peec AI Otterly +Otterly.AI +Peec AI +Profound | 4 | 1 | 0/1 | 0/1 | |
| AI search visibility tools brand sentiment ChatGPT Perplexity monitoring 2026 | 4 | 1 | 0/1 | Frase ×1 | 0/1 |
| AI search visibility tools brand sentiment ChatGPT tracking 2026 Profound Peec Scrunch +Peec AI +Profound | 4 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI search visibility tools brand sentiment LLM answers 2026 (Profound, Peec AI, 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 ChatGPT brand mentions tracking 2026 | 1 | 1 | 0/1 | 0/1 | |
| AI search visibility tools Profound Peec AI Scrunch citations prompts tracking comparison +Peec AI +Profound | 13 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility monitoring tools brand mentions ChatGPT Perplexity 2026 Profound Peec AI +Peec AI +Profound | 3 | 1 | 0/1 | Frase ×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 content recommendations actionable GEO 2026 | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations GEO 2026 actionable optimization Profound AirOps Scrunch +Profound | 20 | 1 | 0/1 | Profound ×1 | 0/1 |
| AI visibility tools content recommendations GEO what to create optimize 2026 | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools content recommendations Profound actions content optimization Scrunch AI Peec Otterly | Writesonic AI visibility content recommendations AthenaHQ content optimization +Otterly.AI +Peec AI +Profound | 20 | 1 | 0/1 | AI Peekaboo ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility tools content recommendations Profound AirOps Scrunch Peec actionable content optimization | AI visibility tools AthenaHQ content recommendations Writesonic +Peec AI +Profound | 20 | 1 | 0/1 | Elmo ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility tools content recommendations what to create GEO 2026 | 20 | 1 | 0/1 | 0/1 | |
| AI visibility tools track brand mentions ChatGPT Claude Gemini 2026 Profound Peec +Peec AI +Profound | 6 | 1 | 0/1 | Frase ×1 | 0/1 |
| AI visibility tools track brand mentions ChatGPT Perplexity Profound Peec AI 2026 +Peec AI +Profound | 7 | 1 | 0/1 | Frase ×1 | 0/1 |
| AI visibility tools track brand mentions ChatGPT Perplexity Profound Peec AI comparison 2026 +Peec AI +Profound | 16 | 1 | 0/1 | Frase ×1 | 0/1 |
| AI visibility tools track how ChatGPT describes brand 2026 Profound Peec AI Scrunch +Peec AI +Profound | 16 | 1 | 0/1 | 0/1 |
Showing the 50 run by the most answers; 213 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 | 59 | 53 | 14 | “AI visibility tracking tools Profound Peec AI Otterly Semrush AI toolkit comparison 2026”; “AI visibility monitoring tools brand mentions ChatGPT Perplexity 2026 Profound Peec AI”; “llms.txt adoption OpenAI ChatGPT search crawler OAI-SearchBot brand visibility tools Profound Peec AI” |
| Peec AI | 50 | 49 | 13 | “AI visibility tracking tools Profound Peec AI Otterly Semrush AI toolkit comparison 2026”; “site.scrunchai.com competitor AI search monitoring citations | site.airops.com AI search visibility competitor citations | site.peec.ai prompts competitors sources AI visibility”; “site.ahrefs.com brand radar AI cited sources competitors | site.scrunchai.com AI search monitoring citations competitors | site.peec.ai prompts sources competitors AI visibility” |
| Semrush AI Toolkit | 17 | 17 | 6 | “AI visibility tracking tools Profound Peec AI Otterly Semrush AI toolkit comparison 2026”; “AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026”; “site.tryprofound.com citation sources G2 Gartner reviews 2026 | site.semrush.com AI citations sources reviews G2 2026 study” |
| Ahrefs Brand Radar | 15 | 13 | 8 | “site.ahrefs.com brand radar AI cited sources competitors | site.scrunchai.com AI search monitoring citations competitors | site.peec.ai prompts sources competitors AI visibility”; “site ahrefs.com blog AI brand recommendations mentions correlation study | site help.openai.com shopping product results factors reviews price availability”; “site.bing.com webmaster AI search comparison pages citations content | site.developers.google.com search AI features content best practices | site.ahrefs.com AI citations comparison pages study” |
| Otterly.AI | 8 | 8 | 6 | “AI visibility tracking tools Profound Peec AI Otterly Semrush AI toolkit comparison 2026”; “AI search visibility tools brand sentiment ChatGPT mentions 2026 Profound Peec AI Otterly”; “AI 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 | 147 | 20 |
| citation | 96 | 17 |
| search | 92 | 16 |
| chatgpt | 75 | 13 |
| visibility | 67 | 14 |
| brand | 64 | 14 |
| oai-searchbot | 61 | 14 |
| tools | 59 | 12 |
| features | 45 | 12 |
| optimization | 44 | 12 |
| publishers | 43 | 16 |
| study | 41 | 8 |
| webmaster | 39 | 14 |
| website | 35 | 11 |
| sources | 34 | 9 |
| site.bing.com | 32 | 13 |
| engine | 32 | 11 |
| recommendations | 32 | 5 |
| performance | 31 | 12 |
| site.developers.google.com | 30 | 12 |
| tracking | 30 | 12 |
| site.openai.com | 30 | 11 |
| generative | 29 | 11 |
| best | 29 | 10 |
| llm | 27 | 11 |
Dropped
Prompt words the searches left out.
| Word | Searches | Prompts |
|---|---|---|
| assistant | 93 | 7 |
| product | 86 | 8 |
| answers | 68 | 5 |
| ai | 50 | 13 |
| change | 48 | 3 |
| sites | 47 | 4 |
| say | 46 | 3 |
| gets | 38 | 2 |
| write | 35 | 2 |
| help | 30 | 2 |
| competitor | 29 | 2 |
| keeps | 29 | 2 |
| recommend | 29 | 2 |
| web | 26 | 2 |
| visibility | 25 | 4 |
| find | 25 | 2 |
| tool | 25 | 2 |
| content | 24 | 5 |
| engine | 23 | 2 |
| mention | 23 | 2 |
| cited | 22 | 2 |
| missing | 20 | 1 |
| question | 20 | 1 |
| rank | 20 | 1 |
| tell | 20 | 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” — 5 answers · Frase, Profound, Semrush AI Toolkit, Peec AI
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"
“most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026” — 4 answers · Peec AI
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "most-cited-domains-ai-search" text = "most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026"
“schema markup structured data AI Overviews citations study 2026” — 4 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 citations study 2026"
“AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026” — 3 answers · Frase
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-visibility-tools-citation-source" text = "AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026"
“AI visibility tracking tools Profound Peec AI Otterly comparison 2026” — 3 answers · Frase, 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 Otterly 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-3" text = "AI visibility tracking tools Profound Peec AI Scrunch comparison 2026"
“AI search citation sources domains most cited ChatGPT Perplexity Google AI Overviews 2026 study” — 1 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-search-citation-sources-domains" text = "AI search citation sources domains most cited ChatGPT Perplexity Google AI Overviews 2026 study"
“AI search citations Reddit review sites listicles strategy get brand cited ChatGPT Perplexity 2026” — 1 answers · Peec AI
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-search-citations-reddit-review" text = "AI search citations Reddit review sites listicles strategy get brand cited ChatGPT Perplexity 2026"
“AI search citations top domains 2026 Reddit YouTube LinkedIn Wikipedia study” — 1 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-search-citations-top-domains" text = "AI search citations top domains 2026 Reddit YouTube LinkedIn Wikipedia study"
“AI search citations third party sites brands G2 review sites 2026 study” — 1 answers · Ahrefs Brand Radar
Append to prompt-sets/fix-ai-recommendations.toml:
[[prompts]] id = "ai-search-citations-third-party" text = "AI search citations third party sites brands G2 review sites 2026 study"
Prompt by prompt
1. ChatGPT keeps recommending our competitor instead of us. What can we actually do about it? — 16 queries
- 'OAI-SearchBot is' ×1
- AI search visibility tools ChatGPT brand mentions GEO 2026 ×1
- AI search visibility tools ChatGPT brand mentions tracking 2026 ×1
- AI visibility tracking tools Profound Peec AI Otterly Semrush AI toolkit comparison 2026 ×1
- best AI visibility tracking tools ChatGPT brand mentions 2026 Profound Peec Semrush ×1
- generative engine optimization ChatGPT brand visibility strategies 2026 ×1
- generative engine optimization how ChatGPT chooses which brands to recommend sources study 2026 ×1
- how ChatGPT chooses which brands to recommend sources citations study 2026 ×1
- how to improve brand visibility in ChatGPT recommendations AI search optimization 2026 ×1
- site.developers.google.com search AI features website no special optimization | site.ahrefs.com brand radar ChatGPT prompts tracking ×1
- site.help.openai.com publishers FAQ OAI-SearchBot ChatGPT search | site.openai.com ChatGPT shopping product recommendations merchants organic results ×1
- site.help.openai.com publishers developers FAQ search OAI-SearchBot ChatGPT | site.openai.com ChatGPT shopping product recommendations merchants ranking ×1
- site.help.openai.com publishers search ChatGPT OAI-SearchBot recommendations | site.openai.com ChatGPT shopping product recommendations merchants organic ranking ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot ranking inclusion | site.help.openai.com shopping ChatGPT product discovery merchants recommendations | site.openai.com ChatGPT search results ranking no guarantee placement ×1
- site.platform.openai.com docs bots OAI-SearchBot GPTBot independent | site.bing.com webmasters tools AI performance citations dashboard ×1
- site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independently | site.developers.google.com/search AI features website same SEO no special schema ×1
Added: search ×9 2026 ×8 ai ×7 oai-searchbot ×7 brand ×6 visibility ×6 recommendations ×5 tools ×5
Dropped: actually ×16 competitor ×16 instead ×16 keeps ×16 recommending ×16 chatgpt ×4
2. How can I find out why an AI assistant prefers a competitor's product over ours? — 11 queries
- AI search visibility tools 2026 brand mentions ChatGPT competitor share of voice ×1
- AI search visibility tools brand mentions ChatGPT competitor 2026 (Profound, Peec AI, Otterly) ×1
- AI search visibility tools brand mentions ChatGPT competitor comparison 2026 ×1
- AI visibility tracking tools LLM brand mentions ChatGPT competitor 2026 ×1
- site.ahrefs.com brand radar AI cited sources competitors | site.scrunchai.com AI search monitoring citations competitors | site.peec.ai prompts sources competitors AI visibility ×1
- site.profound.ai answer engine optimization citations competitor visibility prompts | site.scrunchai.com AI search brand monitoring citations competitors | site.openai.com search chatgpt ranking factors publishers ×1
- site.scrunchai.com competitor AI search monitoring citations | site.airops.com AI search visibility competitor citations | site.peec.ai prompts competitors sources AI visibility ×1
- site.scrunchai.com why AI recommends competitors sources citation monitoring | site.peec.ai AI visibility competitor sources prompts | site.prof profound AI answer engine insights citations competitors ×1
- why ChatGPT recommends competitor brand citation sources analysis GEO ×1
- why does ChatGPT recommend competitor brand LLM citation sources analysis GEO ×1
- why does ChatGPT recommend competitor generative engine optimization citation sources analysis ×1
Added: competitor ×9 brand ×8 chatgpt ×8 visibility ×8 search ×6 sources ×6 2026 ×4 citation ×4
Dropped: assistant ×11 competitor's ×11 find ×11 ours ×11 out ×11 over ×11 prefers ×11 product ×11
3. ChatGPT gets our features and pricing wrong. How do we correct what AI assistants say about our product? — 17 queries
- how to correct ChatGPT wrong information about your product pricing 2026 ×2
- AI visibility monitoring tools brand mentions ChatGPT Perplexity 2026 Profound Peec AI ×1
- AI visibility monitoring tools brand mentions ChatGPT Perplexity Profound Peec AI 2026 ×1
- AI visibility tracking tools Profound Peec AI Otterly brand monitoring ChatGPT 2026 ×1
- how to correct AI assistant misinformation about your product pricing ChatGPT 2026 GEO tools ×1
- how to correct ChatGPT wrong information about your product pricing generative engine optimization 2026 ×1
- llms.txt adoption OpenAI ChatGPT search crawler OAI-SearchBot brand visibility tools Profound Peec AI ×1
- llms.txt adoption OpenAI Google 2026 ×1
- llms.txt adoption OpenAI OAI-SearchBot Bing Webmaster AI citations 2026 ×1
- llms.txt adoption OpenAI OAI-SearchBot ChatGPT search crawler 2026 ×1
- site.developers.google.com/search AI features website no special schema machine readable files | site.help.openai.com thumbs down feedback incorrect answer ChatGPT ×1
- site.help.openai.com report incorrect ChatGPT response thumbs down | site.platform.openai.com/docs/bots OAI-SearchBot GPTBot independent ×1
- site.help.openai.com report incorrect response thumbs down ChatGPT feedback | site.support.google.com webmasters URL inspection request indexing updated page ×1
- site.openai.com OAI-SearchBot ChatGPT search publishers FAQ | site.bing.com webmaster AI performance content AI answers | site.developers.google.com search AI features website structured data ×1
- site.openai.com publishers OAI-SearchBot ChatGPT search incorrect information website | site.bing.com webmaster tools AI Performance citations | site.developers.google.com search AI features structured data no special optimization ×1
- site.openai.com publishers developers FAQ OAI-SearchBot ChatGPT search website | site.bing.com webmaster tools AI Performance public preview citations 2026 | site.help.openai.com ChatGPT report incorrect response thumbs down search ×1
- site.platform.openai.com OAI-SearchBot ChatGPT search publishers | site.bing.com webmaster tools AI Performance public preview citations | sitedevelopers.google.com search AI features website structured data ×1
Added: 2026 ×11 oai-searchbot ×8 tools ×8 search ×7 incorrect ×5 webmaster ×5 website ×5 adoption ×4
Dropped: gets ×18 say ×18 assistants ×17 wrong ×15 correct ×14 features ×14 pricing ×14 product ×14
4. AI assistants mention our product but add caveats that steer buyers away. How do we address the objections they raise? — 12 queries
- AI search visibility tools brand sentiment ChatGPT Perplexity monitoring 2026 ×1
- AI search visibility tools brand sentiment ChatGPT mentions 2026 Profound Peec AI Otterly ×1
- AI search visibility tools brand sentiment ChatGPT tracking 2026 Profound Peec Scrunch ×1
- AI search visibility tools brand sentiment LLM answers 2026 (Profound, Peec AI, Scrunch) ×1
- how to fix negative caveats LLM answers about your brand generative engine optimization sources citations ×1
- how to fix negative caveats about brand in ChatGPT answers generative engine optimization sources ×1
- how to fix negative caveats about brand in LLM answers generative engine optimization ×1
- how to fix negative or outdated claims about your brand in ChatGPT answers GEO sources citations ×1
- site developers.google.com search AI features website guidance supporting links AI overviews | site openai.com publishers search ChatGPT search OAI-SearchBot | site g2.com AI search buyer reviews trust product recommendations ×1
- site.bing.com webmaster AI performance citations grounding queries 2026 | site.developers.google.com search AI features website best practices | site.g2.com AI search buyer reviews trust product recommendations ×1
- sitedevelopers.google.com search AI features website best practices AI Overviews | site:help.openai.com publishers search ChatGPT OAI-SearchBot | site:ahrefs.com brand radar AI brand mentions sentiment ×1
- sitedevelopers.google.com search AI features website best practices AI search | site:help.openai.com publishers ChatGPT search OAI-SearchBot | site:bing.com webmaster AI performance citations AI answers ×1
Added: brand ×9 chatgpt ×8 search ×8 answers ×6 2026 ×5 sentiment ×5 citations ×4 features ×4
Dropped: add ×12 address ×12 assistants ×12 away ×12 objections ×12 raise ×12 steer ×12 buyers ×10
5. How do I get my product mentioned in Claude's and ChatGPT's answers? — 15 queries
- AI visibility tracking tools Profound Peec AI Otterly comparison 2026 ×3
- 'Claude-SearchBot' ×1
- ChatGPT ads advertisers program 2026 ×1
- ChatGPT ads advertisers rollout 2026 ×1
- ChatGPT ads shopping product feeds merchants 2026 ×1
- ChatGPT ads shopping product listings merchants 2026 ×1
- generative engine optimization ChatGPT Claude brand mentions 2026 tools ×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 mentioned in ChatGPT Claude answers 2026 ×1
- site.anthropic.com web search Claude citations sources | site.bing.com webmasters AI Performance citations dashboard ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot inclusion | site.anthropic.com Claude search crawler Claude-SearchBot | site.help.openai.com shopping product discovery ChatGPT merchants ×1
- site.openai.com publishers ChatGPT search OAI-SearchBot product merchants | site.anthropic.com Claude search web crawler Claude-SearchBot ×1
- site.openai.com publishers FAQ OAI-SearchBot ChatGPT search inclusion | site.anthropic.com robots Claude SearchBot web search | site.bing.com webmaster guidelines AI search inclusion content ×1
- site.platform.openai.com OAI-SearchBot ChatGPT search publishers | site.anthropic.com Claude search bots Claude-SearchBot | site.openai.com ChatGPT shopping merchants product feeds ×1
Added: chatgpt ×12 2026 ×11 claude ×9 merchants ×5 search ×5 site.anthropic.com ×5 ads ×4 claude-searchbot ×4
Dropped: chatgpt's ×17 claude's ×17 answers ×16 mentioned ×16 product ×12
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? — 12 queries
- influence LLM training data brand perception Common Crawl Wikipedia 2026 ×3
- AI brand visibility tools track how ChatGPT Claude describe brand without search 2026 ×1
- AI brand visibility tools track model responses without search 2026 Profound Peec Scrunch ×1
- AI visibility tools track brand mentions ChatGPT Claude Gemini 2026 Profound Peec ×1
- influence LLM training data brand perception Common Crawl 2026 ×1
- site.openai.com knowledge cutoff training data models web crawlers GPTBot OAI-SearchBot | site.anthropic.com correcting model inaccurate information training data | site.platform.openai.com fine tuning knowledge retrieval factual knowledge ×1
- site.openai.com model training data publicly available internet opt out training correction | site.anthropic.com training data models publicly available fine tuning | site.platform.openai.com fine tuning knowledge new knowledge ×1
- site.openai.com policies how your data is used improve model performance training publicly available internet | site.platform.openai.com docs fine tuning knowledge not recommended | site.anthropic.com correcting inaccurate information model training company information ×1
- site.openai.com publishers training data models update knowledge opt out training | site.anthropic.com training data correction model knowledge fine tuning | site.help.openai.com fine tuning knowledge new knowledge retrieval ×1
- site.platform.openai.com GPTBot OAI-SearchBot training search separate | site.anthropic.com robots ClaudeBot training Claude-SearchBot | site.help.openai.com report factual errors ChatGPT thumbs down ×1
- site.platform.openai.com/docs/bots GPTBot OAI-SearchBot independently | site.anthropic.com robots ClaudeBot training Claude-SearchBot | site.openai.com data partnerships training organizations public private datasets ×1
- tools track brand mentions in AI models parametric knowledge vs retrieval 2026 ×1
Added: 2026 ×8 brand ×8 site.anthropic.com ×6 knowledge ×5 site.openai.com ×5 site.platform.openai.com ×5 common ×4 crawl ×4
Dropped: change ×14 finds ×14 says ×14 searches ×14 web ×13 ai ×10 model ×8 data ×5
7. What kind of content makes AI assistants more likely to recommend a product? — 14 queries
- AI visibility tools track brand mentions ChatGPT Perplexity Profound Peec AI 2026 ×1
- AI visibility tracking tools brand mentions LLM Profound Peec AI 2026 ×1
- LLM brand visibility tools ChatGPT product recommendations tracking Profound Peec AI ×1
- LLM product recommendations brand mentions research third-party sources reviews Reddit citations ×1
- generative engine optimization research what content gets cited by AI assistants 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 AI assistants study 2026 ×1
- generative engine optimization what content gets cited by ChatGPT Perplexity AI Overviews research 2026 ×1
- site ahrefs.com blog AI brand recommendations mentions correlation study | site help.openai.com shopping product results factors reviews price availability ×1
- site developers.google.com search AI features content best practices AI overviews | site help.openai.com publishers search crawling OAI-SearchBot | AI search brand recommendations citations study 2025 2026 earned media ×1
- site.developers.google.com/search AI features your website best practices | site.developers.google.com/search write high quality reviews ×1
- site.help.openai.com shopping product recommendations ChatGPT factors merchants | site.bing.com webmaster AI search content recommendations citations | site.developers.google.com search AI features content best practices ×1
- site.openai.com publishers product recommendations shopping ChatGPT merchant content | site.bing.com webmaster AI search content citations recommendations guidelines | site.arxiv.org generative engine optimization citations statistics visibility ×1
- sitedevelopers.google.com search AI features website content best practices AI Overviews | site:openai.com publishers search shopping products ChatGPT product feeds | GEO generative engine optimization research citations statistics visibility ×1
Added: chatgpt ×8 2026 ×7 brand ×6 engine ×6 generative ×6 optimization ×6 recommendations ×6 citations ×5
Dropped: kind ×14 likely ×14 makes ×14 recommend ×14 assistants ×11 product ×8 content ×6 ai ×1
8. Do comparison pages help a product show up in AI answers? — 14 queries
- comparison pages AI search citations ChatGPT Perplexity study 2026 ×2
- "comparison" OR "listicle" pages share of ChatGPT citations study "best X" self-promotional listicles AI ×1
- "vs" pages "alternatives" pages LLM visibility GEO research cited sources listicles ×1
- "vs" pages "alternatives" pages cited by LLMs generative engine optimization data ×1
- "vs" pages listicles most cited content type AI Overviews LLM visibility research ×1
- comparison pages AI search citations LLM visibility study 2026 ×1
- comparison pages AI search visibility ChatGPT citations study 2026 ×1
- site.bing.com webmaster AI search comparison content citations clear comparisons | site.developers.google.com search AI features content best practices | site.openai.com publishers search chatgpt OAI-SearchBot ×1
- site.bing.com webmaster AI search comparison content citations | site.developers.google.com search AI features content best practices | comparison pages AI answers citations study 2026 ×1
- site.bing.com webmaster AI search comparison pages citations content | site.developers.google.com search AI features content best practices | site.ahrefs.com AI citations comparison pages study ×1
- site.minuttia.com AI search visibility study October 2026 comparison 6363 ×1
- site:ahrefs.com/blog "comparison" "AI" citations | site:developers.google.com/search/docs/appearance "generative" "comparisons" ×1
- sitedevelopers.google.com search AI features website SEO AI overview | site:ahrefs.com comparison pages AI search citations alternatives | site:openai.com publishers search OAI-SearchBot ChatGPT search ×1
- study content types most cited by ChatGPT AI Overviews comparative listicles percentage of citations ×1
Added: citations ×11 search ×10 study ×9 chatgpt ×7 2026 ×6 content ×5 visibility ×5 best ×4
Dropped: help ×15 product ×15 show ×15 up ×15 answers ×14 comparison ×4 pages ×4 ai ×2
9. What does an answer engine optimization content strategy look like for a B2B SaaS company? — 9 queries
- answer engine optimization B2B SaaS content strategy 2026 ×4
- AI visibility tracking tools ChatGPT Perplexity brand mentions Profound Peec AI comparison 2026 ×1
- AI visibility tracking tools Profound Peec AI Scrunch comparison 2026 ×1
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit 2026 comparison ×1
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 ×1
- site developers.google.com search AI features website SEO AI Overviews AI Mode | site bing.com webmaster AI performance citations dashboard 2026 | site openai.com publishers search OAI-SearchBot ChatGPT search ×1
- site.developers.google.com/search AI features website content AI Overviews AI Mode | site.bing.com webmaster AI performance citations | site.openai.com publishers search OAI-SearchBot ×1
- site.developers.google.com/search AI features website content AI Overviews AI Mode | site.bing.com/webmasters AI Performance citations dashboard | site.openai.com publishers search OAI-SearchBot ChatGPT search ×1
- site.developers.google.com/search AI features website content AI overviews AI mode | site.bing.com webmaster AI performance citations | site.openai.com OAI-SearchBot publishers search ×1
Added: 2026 ×9 ai ×4 citations ×4 comparison ×4 features ×4 mode ×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? — 14 queries
- llms.txt adoption 2026 developer documentation AI assistants ×2
- 'OAI-SearchBot' ×1
- MCP server documentation docs for coding agents Context7 2026 ×1
- generative engine optimization developer documentation MCP server docs AI recommendations 2026 ×1
- generative engine optimization developer tools docs MCP server 2026 ×1
- generative engine optimization developer tools documentation MCP server docs 2026 ×1
- generative engine optimization developer tools documentation best practices LLM recommendations ×1
- llms.txt adoption AI assistants documentation 2026 ×1
- llms.txt adoption developer documentation AI assistants 2026 ×1
- site developers.google.com search AI features website structured data AI overviews | site platform.openai.com docs bots OAI-SearchBot | site docs.anthropic.com llms.txt documentation ×1
- site.platform.openai.com docs bots OAI-SearchBot documentation search | site.bing.com webmaster guidelines AI search content clarity | site.developers.google.com search AI features website structured data ×1
- site.platform.openai.com docs bots OAI-SearchBot documentation search | site.developers.google.com search AI features website best practices | site.anthropic.com docs llms.txt documentation ×1
- site:developers.openai.com OAI-SearchBot GPTBot search crawler | site:docs.anthropic.com llms.txt overview | site:llmstxt.org proposal llms.txt ×1
- sitedevelopers.google.com search AI features website best practices documentation | site:platform.openai.com bots OAI-SearchBot documentation | site:docs.anthropic.com llms.txt documentation ×1
Added: 2026 ×8 llms.txt ×8 docs ×7 oai-searchbot ×6 search ×5 adoption ×4 bots ×4 engine ×4
Dropped: recommend ×15 structure ×15 write ×15 tool ×12 assistants ×11 developer ×8 ai ×6 documentation ×3
11. Which third-party sites matter most for getting cited by AI search engines? — 12 queries
- most cited domains AI search ChatGPT Perplexity Google AI Overviews study 2026 ×4
- AI search citation sources domains most cited ChatGPT Perplexity Google AI Overviews 2026 study | site.ahrefs.com AI citations most cited domains Reddit YouTube Wikipedia ×1
- AI search citations top domains 2026 Reddit YouTube LinkedIn Wikipedia study | AI search citations third party sites brands G2 review sites 2026 study ×1
- AI search most cited domains ChatGPT Google AI Overviews Perplexity 2026 study third party | site.ahrefs.com AI citations most cited domains reddit youtube wikipedia 2025 2026 ×1
- AI search most cited domains third party sources ChatGPT Perplexity Google AI Overviews 2026 citation study | site.ahrefs.com AI citations most cited domains reddit youtube wikipedia 2025 2026 ×1
- B2B AI citations sources G2 Reddit LinkedIn YouTube study LLM visibility 2026 ×1
- B2B software AI citations G2 Reddit LinkedIn third-party sources LLM visibility study ×1
- B2B software AI citations G2 Reddit review sites LLM visibility study 2026 ×1
- B2B software LLM citations G2 Reddit review sites AI visibility research ×1
- site.g2.com AI citations research review sites 2026 | site.tryprofound.com research citations publishers review sites 2026 ×1
- site.g2.com AI search citations G2 study 2026 | site.semrush.com most cited domains AI search 2026 LinkedIn review sites ×1
- site.tryprofound.com citation sources G2 Gartner reviews 2026 | site.semrush.com AI citations sources reviews G2 2026 study ×1
Added: 2026 ×13 study ×13 domains ×9 citations ×8 reddit ×8 chatgpt ×7 g2 ×7 google ×7
Dropped: engines ×15 getting ×15 matter ×15 third-party ×14 sites ×10 cited ×7 search ×6
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? — 11 queries
- AI visibility tools citation source tracking Profound Peec AI Semrush AI toolkit 2026 ×3
- AI search citations Reddit review sites listicles brand visibility strategy 2026 ×1
- AI search citations Reddit review sites listicles strategy get brand cited ChatGPT 2026 ×1
- AI search citations Reddit review sites listicles strategy get brand cited ChatGPT Perplexity 2026 ×1
- AI visibility tracking tools citation source analysis Profound Peec AI Semrush AI toolkit 2026 ×1
- how to get cited in AI answers Reddit review sites listicles GEO strategy 2026 ×1
- site.reddit.com business participate community spam self promotion policy | site.g2.com vendors review collection guidelines incentives | site.google.com search AI features website best practices inclusion ×1
- site.reddit.com business spam self promotion authentic participation policy | site.g2.com add product vendor review policy incentivized reviews | site.capterra.com vendors get listed reviews guidelines | site.google.com search AI features SEO best practices no special optimization ×1
- site.reddit.com business spam self promotion authentic participation policy | site.g2.com vendors get listed review guidelines incentivized reviews | site.bing.com webmaster AI performance citations content publishers ×1
- site.reddit.com reddit for business organic engagement spam brand participate community | site.g2.com vendor review guidelines incentivized reviews | site.google.com search AI features website best practices inclusion ×1
- site.support.reddithelp.com spam promotional content authentic participation business | site.zapier.com blog editorial guidelines affiliate best apps testing ×1
Added: 2026 ×8 search ×6 business ×5 guidelines ×5 spam ×5 visibility ×5 best ×4 brand ×4
Dropped: category ×13 citing ×13 competitors ×13 keep ×13 mention ×13 threads ×13 answers ×12 listicles ×9
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? — 20 queries
- AI search visibility tools Profound Peec AI Scrunch citations prompts tracking comparison ×1
- ChatGPT network tab "search_queries" see hidden fan-out queries conversation JSON ×1
- ChatGPT search inspect web search queries sources DevTools Perplexity sources panel AI Overviews citations tracking tool ×1
- OpenAI Responses API web search include web_search_call.action.sources search results | Bing Webmaster Tools AI Performance citations AI answers dashboard | Profound query fanout search queries AI visibility search results ×1
- OpenAI Responses API web_search_call action query sources include "web_search_call.action.sources" ×1
- OpenAI Responses API web_search_call action sources include queries ×1
- OpenAI responses API web search sources include action sources search queries | Perplexity API search results raw search results search queries | Bing webmaster tools AI performance citations grounding queries ×1
- OpenAI responses API web search sources include action sources search results | Bing webmaster tools AI performance grounding queries citations report | Profound AI visibility search queries fan out retrieved sources ×1
- OpenAI web search API include web_search_call.action.sources queries sources | Perplexity API search results search_results response | Profound query fan out search queries AI visibility ×1
- Peec AI query fan-outs feature show search queries ChatGPT prompts ×1
- Profound Peec AI Scrunch citations sources prompt tracking query fan-out feature ×1
- Profound Peec AI Scrunch query fan-out citations tracking ChatGPT Perplexity Gemini ×1
- see ChatGPT search queries fan-out sources retrieved before answer AI visibility tool 2026 ×1
- site.ahrefs.com "Found but not cited" | site.tryprofound.com "search results" "fanouts" ×1
- site.docs.perplexity.ai search API playground raw ranked results | AI visibility tool "search results" "fan" "Peec" ×1
- site.tryprofound.com "retrieved" "fanout" | site.ahrefs.com "fan-out" "Brand Radar" queries sources | AI visibility tool "raw search results" "Peec" ×1
- site.tryprofound.com "search" "queries" "results" query fanout | site.peec.ai "search" "queries" "sources" | site.docs.perplexity.ai search api raw ranked results ×1
- tool see query fan-out and sources ChatGPT retrieves before answering AI visibility 2026 ×1
- tool see search queries and sources ChatGPT retrieves query fan-out AI visibility 2026 ×1
- tools see query fan-out and sources ChatGPT retrieves before answering AI visibility 2026 ×1
Added: sources ×13 queries ×12 query ×10 visibility ×10 api ×8 chatgpt ×8 fan-out ×8 citations ×7
Dropped: assistant ×20 gets ×20 missing ×20 question ×20 understand ×20 writes ×20 answer ×18 before ×17
14. Is llms.txt worth adding to our site for AI visibility? — 14 queries
- llms.txt adoption AI crawlers 2026 Google OpenAI Anthropic support evidence ×2
- 'llms' ×1
- 'machine' ×1
- llms.txt Google Bing OpenAI support AI visibility official | site.llmstxt.org llms.txt proposal | site.developers.google.com llms.txt ×1
- llms.txt adoption AI crawlers 2026 Google OpenAI Anthropic support ×1
- llms.txt adoption AI crawlers 2026 evidence ×1
- llms.txt study impact AI citations traffic ×1
- llms.txt study log files AI bots requesting llms.txt ×1
- site.ahrefs.com llms.txt study citations | site.bing.com webmaster AI performance citations dashboard ×1
- site.ahrefs.com/blog llms.txt study | site.bing.com/webmasters AI performance citations dashboard ×1
- site.developers.google.com llms.txt AI search supported | site.bing.com llms.txt supported AI | site.platform.openai.com llms.txt crawler | llms.txt study adoption AI citation impact 2026 ×1
- site.developers.google.com llms.txt AI search | site.bing.com llms.txt AI search | llms.txt adoption evidence AI crawlers 2026 ×1
- site.developers.google.com llms.txt AI search | site.bing.com llms.txt AI visibility | llms.txt proposal adoption crawlers OpenAI Anthropic ×1
- site.seranking.com/blog/llms-txt 300000 citations | site.ahrefs.com/blog llms.txt 137 2026 ×1
Added: 2026 ×7 adoption ×7 crawlers ×6 openai ×5 site.bing.com ×5 study ×5 anthropic ×4 citations ×4
Dropped: adding ×15 site ×15 worth ×15 visibility ×13 ai ×3 llms.txt ×2
15. Does structured data or schema markup help a site get cited in Google AI Overviews and ChatGPT search? — 11 queries
- schema markup structured data AI Overviews citations study 2026 ×4
- does ChatGPT search use schema markup structured data citations ×2
- ChatGPT search schema markup JSON-LD LLM crawlers read structured data test ×1
- Google AI features structured data not required Search Central guidance ×1
- Google structured data AI features guidance "AI Overviews" not required special schema ×1
- does ChatGPT search use schema markup structured data LLM citations evidence ×1
- site developers.google.com search AI features structured data no special schema AI Overviews | site help.openai.com ChatGPT search structured data schema citations OAI-SearchBot ×1
- site developers.google.com search AI features structured data special schema AI Overviews | site help.openai.com ChatGPT search OAI-SearchBot structured data ×1
- site.developers.google.com search AI features structured data no special schema AI Overviews | site.help.openai.com publishers ChatGPT search OAI-SearchBot structured data ×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.help.openai.com shopping results ChatGPT structured metadata schema | site.help.openai.com ChatGPT search ranking reliable relevant OAI-SearchBot ×1
Added: citations ×8 features ×6 special ×5 2026 ×4 oai-searchbot ×4 study ×4 site.help.openai.com ×3 developers.google.com ×2
Dropped: cited ×15 help ×15 google ×13 site ×13 markup ×7 overviews ×7 chatgpt ×6 ai ×5
16. How should we prioritize fixes to improve how AI assistants describe our product? — 12 queries
- AI search visibility tools brand monitoring ChatGPT Perplexity 2026 Profound Peec AI ×1
- AI visibility tools track brand mentions ChatGPT Perplexity Profound Peec AI comparison 2026 ×1
- AI visibility tools track how ChatGPT describes brand 2026 Profound Peec AI Scrunch ×1
- AI visibility tracking tools Profound Peec AI Scrunch comparison 2026 ×1
- generative engine optimization how LLMs choose sources citations study 2026 ×1
- generative engine optimization prioritize fixes AI assistants brand accuracy 2026 ×1
- generative engine optimization prioritize fixes how LLMs describe your brand 2026 ×1
- generative engine optimization prioritize fixes inaccurate AI answers brand sources cited 2026 ×1
- site.openai.com publishers search ChatGPT OAI-SearchBot product information | sitedevelopers.google.com search AI features website structured data | site.bing.com webmaster AI performance citations ×1
- site.openai.com publishers search ChatGPT OAI-SearchBot website discover content | site.bing.com webmaster AI performance citations content clarity | site.developers.google.com search AI features website best practices ×1
- sitedevelopers.google.com search AI features website structured data AI search | site:help.openai.com publishers ChatGPT search OAI-SearchBot | site:bing.com webmaster AI performance citations dashboard ×1
- sitedevelopers.google.com search AI features website structured data | site:help.openai.com publishers FAQ OAI-SearchBot | site:bing.com webmaster AI performance citations dashboard ×1
Added: 2026 ×8 brand ×6 chatgpt ×6 citations ×5 search ×5 engine ×4 features ×4 generative ×4
Dropped: improve ×12 assistants ×11 product ×11 describe ×10 fixes ×9 prioritize ×9 ai ×2
17. What are the quickest wins for improving our brand's visibility in AI search? — 9 queries
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 ×4
- AI search visibility GEO quick wins brand 2026 ×1
- AI search visibility GEO quick wins brands 2026 ×1
- AI search visibility quick wins GEO brand 2026 ×1
- quick wins AI search visibility GEO brand 2026 ×1
- site.bing.com webmaster AI search visibility citations AI performance 2026 | site.developers.google.com search AI features website best practices | site.platform.openai.com OAI-SearchBot publishers search ×1
- site.developers.google.com search AI features website SEO best practices AI Overviews | site.bing.com webmaster AI performance report citations 2026 | site.help.openai.com publishers OAI-SearchBot search visibility ×1
- site.developers.google.com search AI features website best practices AI Overviews AI Mode | site.bing.com webmaster AI performance citations AI search | site.help.openai.com publishers ChatGPT search OAI-SearchBot ×1
- sitedevelopers.google.com search AI features website best practices AI Overviews | site:help.openai.com publishers search crawler OAI-SearchBot | site:bing.com webmaster AI performance citations dashboard ×1
Added: 2026 ×10 best ×4 citations ×4 comparison ×4 features ×4 geo ×4 oai-searchbot ×4 performance ×4
Dropped: brand's ×12 improving ×12 quickest ×12 wins ×8 search ×4 visibility ×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 Overviews | site.bing.com webmaster AI performance generative search citations dashboard | site.openai.com publishers search OAI-SearchBot ChatGPT search ×1
- site.developers.google.com search AI features website SEO best practices AI overviews | site.bing.com webmaster AI performance report citations 2026 | 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 | site.openai.com publishers search crawler OAI-SearchBot ×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 crawler OAI-SearchBot ×1
- who should own AI visibility GEO AEO SEO content product marketing team ownership 2026 ×1
- who should own AI visibility GEO answer engine optimization team ownership 2026 ×1
- who should own AI visibility GEO answer engine optimization team ownership SEO product marketing 2026 ×1
- who should own AI visibility GEO answer engine optimization team ownership SEO product marketing docs 2026 ×1
Added: 2026 ×5 best ×4 citations ×4 features ×4 geo ×4 oai-searchbot ×4 ownership ×4 performance ×4
Dropped: work ×8 docs ×7 content ×6 marketing ×5 product ×5 team ×4 visibility ×4 seo ×1
19. How long does it take for new content to change what ChatGPT and Perplexity say about us? — 14 queries
- '24 hours' ×1
- ChatGPT search Bing index OAI-SearchBot Perplexity crawl freshness citations days weeks ×1
- ChatGPT search Bing index OAI-SearchBot Perplexity crawler freshness study days to citation ×1
- LLM training data cutoff vs retrieval brand mentions time to show up AI answers study ×1
- OAI-SearchBot PerplexityBot crawl frequency indexing speed study ×1
- how long for new content to appear in ChatGPT search Perplexity citations AI visibility timeline 2026 ×1
- how long for new content to appear in ChatGPT search Perplexity citations indexing time GEO 2026 ×1
- how long new content appear in ChatGPT Perplexity citations AI visibility timeline study 2026 ×1
- how long new content appear in ChatGPT search Perplexity citations indexing time 2026 ×1
- site.help.openai.com ChatGPT search OAI-SearchBot updated content crawling | site.perplexity.ai help center how frequently crawl updated content PerplexityBot ×1
- site.help.openai.com ChatGPT search automatically search web | site.openai.com models training not learn real time knowledge ×1
- site.openai.com OAI-SearchBot search content indexed ChatGPT search publisher | site.perplexity.ai help center indexing new content PerplexityBot ×1
- site.platform.openai.com OAI-SearchBot indexing ChatGPT search | site.perplexity.ai help center PerplexityBot updated content indexing ×1
- site.platform.openai.com OAI-SearchBot indexing search ChatGPT days | site.perplexity.ai help center new content indexed Perplexity crawler ×1
Added: search ×10 oai-searchbot ×7 indexing ×6 citations ×5 2026 ×4 appear ×4 center ×4 help ×4
Dropped: change ×14 say ×14 take ×14 long ×10 new ×8 perplexity ×7 content ×6 chatgpt ×3
20. Which AI visibility tools tell you what content to create or change, not just where you rank? — 20 queries
- AI search visibility tool "content recommendations" OR "action center" Profound Agents, Writesonic GEO, Semrush AI Visibility Toolkit, Goodie AI, AthenaHQ 2026 review ×1
- AI visibility tools content recommendations GEO 2026 actionable optimization Profound AirOps Scrunch ×1
- AI visibility tools content recommendations GEO what to create optimize 2026 ×1
- AI visibility tools content recommendations Profound AirOps Scrunch Peec actionable content optimization | AI visibility tools AthenaHQ content recommendations Writesonic ×1
- AI visibility tools content recommendations Profound actions content optimization Scrunch AI Peec Otterly | Writesonic AI visibility content recommendations AthenaHQ content optimization ×1
- AI visibility tools content recommendations actionable GEO 2026 ×1
- AI visibility tools content recommendations what to create GEO 2026 ×1
- AirOps Writesonic Profound Agents Semrush AI Visibility content recommendations "action" 2026 ×1
- AirOps vs Goodie AI vs Semrush AI Visibility Toolkit content recommendations "page" refresh ×1
- Profound AI visibility content recommendations Actions content creation | Scrunch AI content recommendations optimization pages | Peec AI content recommendations what content create | AthenaHQ AI visibility action center content recommendations ×1
- Profound AI visibility content recommendations content creation Agents | Peec AI content recommendations actions content | Scrunch AI content recommendations optimization | AthenaHQ content recommendations action center ×1
- Profound vs AthenaHQ vs Scrunch content optimization actions AI search ×1
- Profound vs AthenaHQ vs Scrunch vs Peec AI content optimization recommendations comparison ×1
- Profound vs Scrunch vs Peec AI vs AirOps actionable content recommendations ×1
- Sitecore acquires Scrunch AI ×1
- best generative engine optimization platforms that recommend content to create, not just tracking 2026 ×1
- site.airops.com "content" "recommendations" "AI" opportunities | site.tryprofound.com agents content briefs optimize content | site.athenahq.ai "Action Center" content | site.scrunch.com content optimization recommendations ×1
- site.airops.com AI visibility content recommendations opportunities refresh ×1
- site.airops.com AI visibility content recommendations opportunities | site.writesonic.com action center AI visibility content recommendations ×1
- site.tryprofound.com agents content briefs optimize content | site.athenahq.ai action center content optimization | site.scrunch.com content optimization recommendations | site.airops.com AI visibility content recommendations refresh ×1
Added: recommendations ×17 optimization ×10 scrunch ×9 2026 ×7 athenahq ×7 center ×6 action ×5 agents ×5
Dropped: change ×20 rank ×20 tell ×20 create ×16 tools ×13 visibility ×6 ai ×1 content ×1