What the assistants searched
Finding out whether AI assistants recommend us 2026-10-22 04:31 · search track only, from the stored answers · pool the last 7 runs · JSON
60/60answers searched
102searches
99distinct 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 metrics share of voice citations LLM answers GEO tools 2026 | 10 | 2 | 0/2 | 0/2 | |
| AI visibility tracking tools brand mentions ChatGPT Perplexity Gemini Claude 2026 | 5 | 2 | 0/2 | Otterly.AI ×1 | 0/2 |
| Profound vs Peec AI vs Semrush AI toolkit vs Ahrefs Brand Radar citation sources comparison +Ahrefs Brand Radar +Peec AI +Profound +Semrush AI Toolkit | 12 | 2 | 0/2 | Ahrefs Brand Radar ×2 Profound ×2 Peec AI ×1 Semrush AI Toolkit ×1 | 0/2 |
| 'AI' | 1 | 1 | 0/1 | 0/1 | |
| AI brand visibility tracking ChatGPT Claude Perplexity Gemini Profound Peec Otterly Athena +Otterly.AI +Peec AI +Profound | 5 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI Overviews AI Mode brand visibility tracking tools 2026 | 7 | 1 | 0/1 | 0/1 | |
| AI search citation monitoring website Bing Webmaster Tools AI performance citations | Ahrefs Brand Radar cited pages AI search monitoring | Profound AI search citation monitoring prompts +Ahrefs Brand Radar +Profound | 8 | 1 | 0/1 | Ahrefs Brand Radar ×1 Profound ×1 | 0/1 |
| AI search monitoring cited pages sources Profound Peec AI Otterly citation analysis | Ahrefs Brand Radar cited pages AI citations sources +Ahrefs Brand Radar +Otterly.AI +Peec AI +Profound | 12 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI search visibility mention vs recommendation share of voice metrics tools 2026 | 4 | 1 | 0/1 | 0/1 | |
| AI search visibility metrics share of voice citations brand mentions methodology Ahrefs 2026 | site.semrush.com AI visibility metrics share of voice sentiment prompts | site.search.google.com AI features performance report AI overviews clicks impressions Search Console +Ahrefs Brand Radar +Semrush AI Toolkit | 10 | 1 | 0/1 | Ahrefs Brand Radar ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI search visibility share of voice tools ChatGPT Perplexity tracking 2026 | 6 | 1 | 0/1 | 0/1 | |
| AI search visibility tools 2026 Profound Peec AI Scrunch prompt tracking +Peec AI +Profound | 11 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI search visibility tools track citations ChatGPT Perplexity AI Overviews sources 2026 | 12 | 1 | 0/1 | 0/1 | |
| AI search visibility tools track citations ChatGPT Perplexity Google AI Overviews 2026 | 12 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools 2026 brand mentions ChatGPT Perplexity Gemini | 14 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools 2026 brand mentions ChatGPT Perplexity monitoring | 14 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools ChatGPT brand mentions 2026 | 3 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools ChatGPT Perplexity citations 2026 | 8 | 1 | 0/1 | 0/1 | |
| AI search visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 +Peec AI +Profound +Semrush AI Toolkit | 2 | 1 | 0/1 | 0/1 | |
| AI share of voice chatbot answers measurement Profound Scrunch AI Peec AI brand visibility methodology | Ahrefs Brand Radar AI share of voice methodology Semrush AI visibility toolkit +Ahrefs Brand Radar +Peec AI +Profound +Semrush AI Toolkit | 6 | 1 | 0/1 | Ahrefs Brand Radar ×1 Peec AI ×1 Profound ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI share of voice tracking chatbot answers Profound Peec AI Otterly brand visibility measurement +Otterly.AI +Peec AI +Profound | 6 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility share of voice tools ChatGPT Perplexity brand tracking 2026 | 6 | 1 | 0/1 | 0/1 | |
| AI visibility tools brand mention vs recommendation share of voice LLM tracking 2026 | 4 | 1 | 0/1 | 0/1 | |
| AI visibility tracking how many prompts statistical significance variance LLM responses | 11 | 1 | 0/1 | 0/1 | |
| AI visibility tracking prompts sample size repeated runs prompt monitoring methodology 2026 | site.pewresearch.org AI summaries search March 2025 methodology 900 searches | site.ahrefs.com brand radar prompts tracking AI visibility methodology prompts +Ahrefs Brand Radar | 11 | 1 | 0/1 | Ahrefs Brand Radar ×1 Semrush AI Toolkit ×1 | 0/1 |
| AI visibility tracking tool ChatGPT Claude web search vs training data brand mentions 2026 | 13 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools 2026 Profound Peec AI Scrunch prompt tracking comparison +Peec AI +Profound | 11 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| AI visibility tracking tools 2026 Profound Semrush AI toolkit Ahrefs Brand Radar GA4 ChatGPT referral +Ahrefs Brand Radar +Profound +Semrush AI Toolkit | 1 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools 2026 share of voice ChatGPT Perplexity brand mentions | 15 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools ChatGPT Claude brand mentions 2026 Profound Peec Scrunch +Peec AI +Profound | 13 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools LLM brand mentions share of voice 2026 | 15 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools LLM brand share of voice comparison 2026 | 9 | 1 | 0/1 | 0/1 | |
| AI visibility tracking tools Profound Peec AI Semrush AI toolkit 2026 +Peec AI +Profound +Semrush AI Toolkit | 2 | 1 | 0/1 | 0/1 | |
| answer engine optimization AEO definition site.hubspot.com | LLM SEO definition AI search optimization site.ahrefs.com +Ahrefs Brand Radar | 2 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| best AI search visibility tracking tools 2026 ChatGPT Perplexity citations monitoring | 8 | 1 | 0/1 | 0/1 | |
| best AI search visibility tracking tools Profound Peec AI Semrush AI Toolkit comparison 2026 +Peec AI +Profound +Semrush AI Toolkit | 10 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 0/1 |
| best AI visibility tracking tools ChatGPT brand mentions 2026 | 3 | 1 | 0/1 | 0/1 | |
| best AI visibility tracking tools LLM brand mentions competitors 2026 | 9 | 1 | 0/1 | Otterly.AI ×1 | 0/1 |
| best generative engine optimization GEO tracking tools comparison Profound Peec AI Semrush AI Toolkit pricing +Peec AI +Profound +Semrush AI Toolkit | 6 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 Semrush AI Toolkit ×1 | 0/1 |
| Bing Webmaster Tools AI performance citations report Copilot 2026 | 8 | 1 | 0/1 | 0/1 | |
| Bing Webmaster Tools AI performance report Copilot citations GA4 AI referral traffic | 8 | 1 | 0/1 | 0/1 | |
| brand AI visibility tracking tools ChatGPT Claude Perplexity Gemini Profound Peec Otterly | Scrunch AI supported platforms Claude Gemini ChatGPT Perplexity brand monitoring +Otterly.AI +Peec AI +Profound | 5 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| ChatGPT brand visibility tracking Profound Peec AI Otterly AI prompts recommendations | site.openai.com ChatGPT search shopping recommendations products +Otterly.AI +Peec AI +Profound | 3 | 1 | 0/1 | Ahrefs Brand Radar ×1 | 0/1 |
| ChatGPT brand visibility tracking Profound Peec AI Otterly recommendations ChatGPT | site.openai.com ChatGPT search shopping recommendations brands results +Otterly.AI +Peec AI +Profound | 3 | 1 | 0/1 | Ahrefs Brand Radar ×1 Otterly.AI ×1 Peec AI ×1 Profound ×1 | 0/1 |
| diagnose organic traffic loss AI Overviews ChatGPT Search Console AI Mode reporting 2026 | 1 | 1 | 0/1 | 0/1 | |
| GA4 track ChatGPT referral traffic AI referrals channel group 2026 | 1 | 1 | 0/1 | 0/1 | |
| GEO vs AEO vs SEO B2B 2026 | 2 | 1 | 0/1 | 0/1 | |
| GEO vs AEO vs SEO B2B 2026 AI search visibility tools | 2 | 1 | 0/1 | 0/1 | |
| Google Search Console AI Mode AI Overviews performance report filter announcement | 1 | 1 | 0/1 | 0/1 | |
| Google Search Console AI Mode data reporting 2026 | 7 | 1 | 0/1 | 0/1 |
Showing the 50 run by the most answers; 49 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 | 37 | 32 | 14 | “AI visibility tracking tools 2026 Profound Semrush AI toolkit Ahrefs Brand Radar GA4 ChatGPT referral”; “track AI visibility tools ChatGPT citations Profound Semrush AI toolkit Ahrefs Brand Radar 2026”; “AI search visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026” |
| Peec AI | 32 | 27 | 13 | “AI search visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026”; “AI visibility tracking tools Profound Peec AI Semrush AI toolkit 2026”; “Profound vs Peec AI vs Otterly vs Semrush AI toolkit pricing comparison” |
| Ahrefs Brand Radar | 25 | 25 | 13 | “AI visibility tracking tools 2026 Profound Semrush AI toolkit Ahrefs Brand Radar GA4 ChatGPT referral”; “track AI visibility tools ChatGPT citations Profound Semrush AI toolkit Ahrefs Brand Radar 2026”; “site.ahrefs.com AI Overviews rank tracker SERP history | site.support.google.com analytics AI traffic source chatgpt” |
| Semrush AI Toolkit | 22 | 22 | 10 | “AI visibility tracking tools 2026 Profound Semrush AI toolkit Ahrefs Brand Radar GA4 ChatGPT referral”; “track AI visibility tools ChatGPT citations Profound Semrush AI toolkit Ahrefs Brand Radar 2026”; “site.semrush.com AI Overviews position tracking SERP features | site:ahrefs.com AI Overviews rank tracker SERP history” |
| Otterly.AI | 18 | 14 | 7 | “Profound vs Peec AI vs Otterly vs Semrush AI toolkit pricing comparison”; “ChatGPT brand visibility tracking Profound Peec AI Otterly AI prompts recommendations | site.openai.com ChatGPT search shopping recommendations products”; “site.peec.ai ChatGPT visibility citations prompts | site.tryprofound.com answer engine insights ChatGPT visibility | site.otterly.ai ChatGPT brand monitoring | site.help.openai.com ChatGPT search utm_source chatgpt.com temporary chat memory” |
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 |
|---|---|---|
| visibility | 51 | 13 |
| 2026 | 47 | 15 |
| tracking | 46 | 14 |
| tools | 38 | 14 |
| search | 33 | 11 |
| brand | 31 | 10 |
| citations | 29 | 9 |
| monitoring | 17 | 10 |
| mentions | 16 | 7 |
| prompts | 15 | 8 |
| chatgpt | 15 | 7 |
| vs | 14 | 8 |
| console | 13 | 6 |
| performance | 13 | 6 |
| ai | 13 | 4 |
| share | 13 | 4 |
| voice | 13 | 4 |
| engine | 12 | 7 |
| webmaster | 12 | 6 |
| source | 12 | 5 |
| comparison | 10 | 9 |
| site.peec.ai | 10 | 9 |
| llm | 10 | 6 |
| perplexity | 10 | 6 |
| site.ahrefs.com | 9 | 9 |
Dropped
Prompt words the searches left out.
| Word | Searches | Prompts |
|---|---|---|
| whether | 44 | 6 |
| measure | 31 | 5 |
| assistants | 30 | 5 |
| what's | 25 | 3 |
| answer | 24 | 5 |
| recommends | 19 | 3 |
| track | 17 | 3 |
| category | 14 | 2 |
| questions | 14 | 2 |
| care | 13 | 2 |
| marketing | 12 | 2 |
| product | 12 | 2 |
| team | 12 | 2 |
| check | 12 | 1 |
| down | 12 | 1 |
| suspect | 12 | 1 |
| taking | 12 | 1 |
| 11 | 2 | |
| llm | 11 | 2 |
| organic | 11 | 1 |
| search | 10 | 3 |
| often | 10 | 2 |
| chatgpt | 9 | 4 |
| mention | 9 | 2 |
| web | 8 | 2 |
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 brand mentions ChatGPT Perplexity Gemini Claude 2026” — 2 answers · Otterly.AI
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-visibility-tracking-tools-brand" text = "AI visibility tracking tools brand mentions ChatGPT Perplexity Gemini Claude 2026"
“Profound vs Peec AI vs Semrush AI toolkit vs Ahrefs Brand Radar citation sources comparison” — 2 answers · Ahrefs Brand Radar, Profound, Peec AI, Semrush AI Toolkit
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "profound-vs-peec-ai-vs" text = "Profound vs Peec AI vs Semrush AI toolkit vs Ahrefs Brand Radar citation sources comparison"
“AI brand visibility tracking ChatGPT Claude Perplexity Gemini Profound Peec Otterly Athena” — 1 answers · Ahrefs Brand Radar, Otterly.AI, Peec AI, Profound
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-brand-visibility-tracking-chatgpt" text = "AI brand visibility tracking ChatGPT Claude Perplexity Gemini Profound Peec Otterly Athena"
“AI search citation monitoring website Bing Webmaster Tools AI performance citations” — 1 answers · Ahrefs Brand Radar, Profound
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-search-citation-monitoring-website" text = "AI search citation monitoring website Bing Webmaster Tools AI performance citations"
“Ahrefs Brand Radar cited pages AI search monitoring” — 1 answers · Ahrefs Brand Radar, Profound
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ahrefs-brand-radar-cited-pages" text = "Ahrefs Brand Radar cited pages AI search monitoring"
“Profound AI search citation monitoring prompts” — 1 answers · Ahrefs Brand Radar, Profound
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "profound-ai-search-citation-monitoring" text = "Profound AI search citation monitoring prompts"
“AI search monitoring cited pages sources Profound Peec AI Otterly citation analysis” — 1 answers · Ahrefs Brand Radar, Otterly.AI, Peec AI, Profound, Semrush AI Toolkit
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-search-monitoring-cited-pages" text = "AI search monitoring cited pages sources Profound Peec AI Otterly citation analysis"
“Ahrefs Brand Radar cited pages AI citations sources” — 1 answers · Ahrefs Brand Radar, Otterly.AI, Peec AI, Profound, Semrush AI Toolkit
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ahrefs-brand-radar-cited-pages-2" text = "Ahrefs Brand Radar cited pages AI citations sources"
“AI search visibility metrics share of voice citations brand mentions methodology Ahrefs 2026” — 1 answers · Ahrefs Brand Radar, Semrush AI Toolkit
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-search-visibility-metrics-share" text = "AI search visibility metrics share of voice citations brand mentions methodology Ahrefs 2026"
“AI search visibility tools 2026 Profound Peec AI Scrunch prompt tracking” — 1 answers · Peec AI, Profound
Append to prompt-sets/ai-search-visibility.toml:
[[prompts]] id = "ai-search-visibility-tools-2026" text = "AI search visibility tools 2026 Profound Peec AI Scrunch prompt tracking"
Prompt by prompt
1. Our organic traffic is down and I suspect ChatGPT and Google AI Overviews. How do I check whether AI search is what's taking it? — 12 queries
- 'AI' ×1
- AI visibility tracking tools 2026 Profound Semrush AI toolkit Ahrefs Brand Radar GA4 ChatGPT referral ×1
- GA4 track ChatGPT referral traffic AI referrals channel group 2026 ×1
- Google Search Console AI Mode AI Overviews performance report filter announcement ×1
- Google Search Console AI Overviews AI Mode reporting data 2026 ×1
- diagnose organic traffic loss AI Overviews ChatGPT Search Console AI Mode reporting 2026 ×1
- site.ahrefs.com AI Overviews rank tracker SERP history | site.support.google.com analytics AI traffic source chatgpt ×1
- site.search.google.com site.developers.google.com AI Overviews Search Console traffic included web performance | site.bing.com webmaster AI performance dashboard citations 2026 | site.openai.com ChatGPT search referral utm_source chatgpt.com publishers ×1
- site.semrush.com AI Overviews position tracking SERP features | site:ahrefs.com AI Overviews rank tracker SERP history ×1
- site:support.google.com/webmasters/answer/16984139 "clicks" "queries" | site:support.google.com/webmasters/answer/16984139 "impressions" "AI Overviews" | site:developers.google.com/search "Generative AI performance" "clicks" ×1
- sitedevelopers.google.com search AI features website Search Console AI Overviews clicks impressions | site:help.openai.com publishers ChatGPT referral traffic utm_source chatgpt.com | site:pewresearch.org Google AI summaries click links March 2025 ×1
- track AI visibility tools ChatGPT citations Profound Semrush AI toolkit Ahrefs Brand Radar 2026 ×1
Added: 2026 ×6 console ×5 referral ×4 mode ×3 performance ×3 site ×3 source ×3 chatgpt.com ×2
Dropped: check ×12 down ×12 suspect ×12 taking ×12 what's ×12 whether ×12 organic ×11 google ×9
2. GEO, AEO, LLM SEO: what are they, how do they differ from SEO, and which should a B2B marketing team care about? — 7 queries
- AI search visibility tracking tools Profound Peec AI Semrush AI toolkit comparison 2026 ×1
- AI visibility tracking tools Profound Peec AI Semrush AI toolkit 2026 ×1
- GEO vs AEO vs SEO B2B 2026 ×1
- GEO vs AEO vs SEO B2B 2026 AI search visibility tools ×1
- answer engine optimization AEO definition site.hubspot.com | LLM SEO definition AI search optimization site.ahrefs.com ×1
- site.developers.google.com search AI features website SEO AI Overviews AI Mode | site.bing.com webmaster AI performance generative engine optimization | site.openai.com publishers search ChatGPT search crawler OAI-SearchBot ×1
- site.developers.google.com search AI features website SEO best practices AI overviews | site.bing.com webmaster AI performance citations February 2026 | GEO generative engine optimization AEO answer engine optimization definitions B2B ×1
Added: 2026 ×5 search ×5 ai ×4 engine ×3 optimization ×3 tools ×3 visibility ×3 answer ×2
Dropped: care ×7 differ ×7 marketing ×7 team ×7 llm ×6 b2b ×4 geo ×4 aeo ×3
3. How can I find out whether ChatGPT recommends my product when people ask about my category? — 7 queries
- AI search visibility tracking tools ChatGPT brand mentions 2026 ×1
- ChatGPT brand visibility tracking Profound Peec AI Otterly AI prompts recommendations | site.openai.com ChatGPT search shopping recommendations products ×1
- ChatGPT brand visibility tracking Profound Peec AI Otterly recommendations ChatGPT | site.openai.com ChatGPT search shopping recommendations brands results ×1
- Profound vs Peec AI vs Otterly vs Semrush AI toolkit pricing comparison ×1
- best AI visibility tracking tools ChatGPT brand mentions 2026 ×1
- site.peec.ai ChatGPT tracking browser visibility | site.tryprofound.com answer engine insights ChatGPT visibility | site.otterly.ai ChatGPT brand monitoring prompts ×1
- site.peec.ai ChatGPT visibility citations prompts | site.tryprofound.com answer engine insights ChatGPT visibility | site.otterly.ai ChatGPT brand monitoring | site.help.openai.com ChatGPT search utm_source chatgpt.com temporary chat memory ×1
Added: brand ×6 visibility ×6 tracking ×5 search ×4 prompts ×3 2026 ×2 ai ×2 answer ×2
Dropped: ask ×7 category ×7 find ×7 out ×7 people ×7 recommends ×7 whether ×7 product ×6
4. What's the difference between being mentioned and being recommended in an AI answer, and how do I measure each? — 6 queries
- AI search visibility mention vs recommendation share of voice metrics tools 2026 ×1
- AI visibility tools brand mention vs recommendation share of voice LLM tracking 2026 ×1
- Profound vs Peec AI vs Ahrefs Brand Radar vs Semrush AI visibility tracking sentiment position 2026 ×1
- Profound vs Peec AI vs Semrush AI Toolkit vs Scrunch AI visibility comparison ×1
- site.profound.ai mentions recommendations AI visibility share of voice | site.scrunchai.com AI brand mentions recommendations measurement | site.otterly.ai brand mentions recommendations AI monitoring ×1
- site.profound.com AI visibility brand mentions recommendations share of voice | site.scrunchai.com brand recommendations mentions AI measurement | site.otterly.ai brand mentions recommendations AI tracking ×1
Added: visibility ×6 share ×4 voice ×4 vs ×4 2026 ×3 brand ×3 tracking ×3 measurement ×2
Dropped: answer ×6 between ×6 difference ×6 measure ×6 mentioned ×6 recommended ×6 what's ×6
5. What tools track how often AI assistants like ChatGPT, Claude, Perplexity and Gemini mention a brand? — 5 queries
- AI visibility tracking tools brand mentions ChatGPT Perplexity Gemini Claude 2026 ×2
- AI brand visibility tracking ChatGPT Claude Perplexity Gemini Profound Peec Otterly Athena ×1
- Profound vs Peec AI vs Otterly vs Ahrefs Brand Radar vs Scrunch pricing comparison ×1
- brand AI visibility tracking tools ChatGPT Claude Perplexity Gemini Profound Peec Otterly | Scrunch AI supported platforms Claude Gemini ChatGPT Perplexity brand monitoring ×1
- site.tryprofound.com answer engine optimization Claude Gemini supported engines | site.peec.ai Claude Gemini ChatGPT Perplexity tracking | site.otterly.ai Gemini Claude supported platforms monitoring ×1
Added: tracking ×5 visibility ×4 2026 ×2 monitoring ×2 platforms ×2 scrunch ×2 supported ×2 answer ×1
Dropped: assistants ×6 often ×6 track ×6 mention ×4 tools ×3 ai ×1 brand ×1 chatgpt ×1
6. Is there a way to measure our share of voice in AI chatbot answers? — 7 queries
- AI search visibility share of voice tools ChatGPT Perplexity tracking 2026 ×1
- AI share of voice chatbot answers measurement Profound Scrunch AI Peec AI brand visibility methodology | Ahrefs Brand Radar AI share of voice methodology Semrush AI visibility toolkit ×1
- AI share of voice tracking chatbot answers Profound Peec AI Otterly brand visibility measurement ×1
- AI visibility share of voice tools ChatGPT Perplexity brand tracking 2026 ×1
- Profound vs Peec AI vs Semrush AI Visibility vs Ahrefs Brand Radar pricing 2026 ×1
- best generative engine optimization GEO tracking tools comparison Profound Peec AI Semrush AI Toolkit pricing ×1
- site.peec.ai visibility position sentiment AI analytics | site.tryprofound.com answer engine insights visibility share of voice ×1
Added: visibility ×6 tracking ×4 2026 ×3 tools ×3 brand ×2 chatgpt ×2 engine ×2 measurement ×2
Dropped: measure ×7 chatbot ×5 answers ×4 share ×2 voice ×2
7. How can I tell whether Google AI Overviews and AI Mode mention our brand for the topics we care about? — 6 queries
- AI Overviews AI Mode brand visibility tracking tools 2026 ×1
- Google Search Console AI Mode data reporting 2026 ×1
- Google Search Console AI Mode reporting 2026 ×1
- site.support.google.com webmasters AI Overviews AI Mode Search Console performance | site.ahrefs.com brand radar AI Mode AI Overviews tracking | site.semrush.com AI visibility toolkit AI Mode AI Overviews brand monitoring ×1
- site.support.google.com webmasters AI features AI Mode AI Overviews Search Console reporting | Semrush AI visibility toolkit Google AI Mode AI Overviews brand monitoring | Ahrefs Brand Radar Google AI Mode AI Overviews custom prompts ×1
- track brand mentions Google AI Overviews AI Mode tools 2026 ×1
Added: 2026 ×4 console ×4 search ×4 reporting ×3 visibility ×3 monitoring ×2 site.support.google.com ×2 toolkit ×2
Dropped: care ×6 tell ×6 topics ×6 whether ×6 mention ×5 brand ×2 google ×2 overviews ×2
8. How do I monitor whether AI search engines cite our website? — 7 queries
- AI search citation monitoring website Bing Webmaster Tools AI performance citations | Ahrefs Brand Radar cited pages AI search monitoring | Profound AI search citation monitoring prompts ×1
- AI search visibility tracking tools ChatGPT Perplexity citations 2026 ×1
- Bing Webmaster Tools AI performance citations report Copilot 2026 ×1
- Bing Webmaster Tools AI performance report Copilot citations GA4 AI referral traffic ×1
- best AI search visibility tracking tools 2026 ChatGPT Perplexity citations monitoring ×1
- site.bing.com webmaster tools AI performance citations | site.ahrefs.com brand radar AI citations tracking | site.sem rush.com AI visibility toolkit citations tracking ×1
- site.developers.google.com search AI features website search console overall traffic | site.peec.ai citations sources tracking AI search | site.semrush.com kb AI traffic GA4 referral chatgpt ×1
Added: citations ×6 tools ×6 performance ×4 tracking ×4 webmaster ×4 2026 ×3 bing ×3 chatgpt ×3
Dropped: cite ×7 engines ×7 monitor ×7 whether ×7 website ×5 search ×3
9. What's the best way to benchmark my brand's visibility in LLM answers against competitors? — 7 queries
- AI visibility tracking tools LLM brand share of voice comparison 2026 ×1
- Profound AI visibility tracking share of voice competitors prompts methodology | Scrunch AI brand visibility monitoring competitors platforms | Ahrefs Brand Radar AI visibility index custom prompts Semrush AI visibility toolkit ×1
- Profound vs Peec AI vs Semrush AI Visibility vs Ahrefs Brand Radar pricing ×1
- best AI visibility tracking tools LLM brand mentions competitors 2026 ×1
- share of voice AI search ChatGPT Perplexity benchmarking methodology prompts ×1
- site.ahrefs.com brand radar AI visibility prompts competitors | site.semrush.com AI visibility toolkit competitors prompts | site.prof ound.com answer engine optimization visibility ×1
- site.tryprofound.com answer engine insights visibility citations | site.peec.ai visibility position sentiment prompts AI search ×1
Added: ai ×5 prompts ×4 brand ×3 share ×3 tracking ×3 voice ×3 2026 ×2 engine ×2
Dropped: against ×7 benchmark ×7 brand's ×7 what's ×7 best ×6 answers ×5 llm ×5 competitors ×4
10. What metrics should a marketing team use to measure presence in AI assistant answers? — 4 queries
- AI visibility metrics share of voice citations LLM answers GEO tools 2026 ×2
- AI search visibility metrics share of voice citations brand mentions methodology Ahrefs 2026 | site.semrush.com AI visibility metrics share of voice sentiment prompts | site.search.google.com AI features performance report AI overviews clicks impressions Search Console ×1
- best AI search visibility tracking tools Profound Peec AI Semrush AI Toolkit comparison 2026 ×1
- site.ahrefs.com brand radar AI share of voice mentions citations | site.semrush.com AI visibility metrics share of voice sentiment | site.bing.com webmaster AI performance citations dashboard ×1
Added: visibility ×5 2026 ×4 citations ×4 share ×4 voice ×4 tools ×3 brand ×2 geo ×2
Dropped: assistant ×5 marketing ×5 measure ×5 presence ×5 team ×5 answers ×3 metrics ×1
11. Which questions should we track to measure AI visibility, and how many prompts do we need before the numbers mean anything? — 7 queries
- AI search visibility tools 2026 Profound Peec AI Scrunch prompt tracking ×1
- AI visibility tracking how many prompts statistical significance variance LLM responses ×1
- AI visibility tracking prompts sample size repeated runs prompt monitoring methodology 2026 | site.pewresearch.org AI summaries search March 2025 methodology 900 searches | site.ahrefs.com brand radar prompts tracking AI visibility methodology prompts ×1
- AI visibility tracking tools 2026 Profound Peec AI Scrunch prompt tracking comparison ×1
- how many prompts to track AI visibility statistical significance LLM answer variance ×1
- site.itl.nist.gov sample size proportion 1.96 margin error ×1
- site.otterly.ai prompt tracking brand visibility how many prompts | site.peec.ai AI visibility prompts tracking methodology | site.arxiv.org generative search engine brand visibility variability repeated queries ×1
Added: tracking ×5 2026 ×3 search ×3 brand ×2 llm ×2 methodology ×2 repeated ×2 sample ×2
Dropped: anything ×7 before ×7 mean ×7 measure ×7 numbers ×7 questions ×7 track ×6 many ×4
12. How can I see which web pages AI assistants rely on when they answer questions in my category? — 6 queries
- Profound vs Peec AI vs Semrush AI toolkit vs Ahrefs Brand Radar citation sources comparison ×2
- AI search monitoring cited pages sources Profound Peec AI Otterly citation analysis | Ahrefs Brand Radar cited pages AI citations sources ×1
- AI search visibility tools track citations ChatGPT Perplexity AI Overviews sources 2026 ×1
- AI search visibility tools track citations ChatGPT Perplexity Google AI Overviews 2026 ×1
- Profound citation analytics pages AI answers citations competitors | Otterly AI citation analysis URL sources AI search monitoring | Ahrefs Brand Radar cited pages AI sources ×1
- site.peec.ai sources URLs cited pages AI search analytics | site.tryprofound.com citation analysis URLs sources | site.otterly.ai citations report URL prompts ×1
Added: sources ×6 citation ×5 search ×5 analysis ×3 cited ×3 2026 ×2 analytics ×2 chatgpt ×2
Dropped: assistants ×7 category ×7 questions ×7 rely ×7 see ×7 web ×7 answer ×6 pages ×4
13. Do ChatGPT and Claude say different things about a product with web search on versus from training data alone, and how do I measure both? — 6 queries
- AI visibility tracking tool ChatGPT Claude web search vs training data brand mentions 2026 ×1
- AI visibility tracking tools ChatGPT Claude brand mentions 2026 Profound Peec Scrunch ×1
- LLM brand monitoring API without web search vs with search grounding difference citations study ×1
- OpenAI Responses API web_search tool Anthropic Claude API web search tool pricing 2026 ×1
- site.help.openai.com ChatGPT search automatically search web disable search | site.platform.claude.com docs web search tool citations | site.platform.openai.com docs web search tool choice none ×1
- site.help.openai.com ChatGPT search automatically search web sources | site.docs.anthropic.com web search tool Claude citations | site.platform.openai.com docs web search tool responses API ×1
Added: tool ×4 2026 ×3 api ×3 brand ×3 citations ×3 ai ×2 automatically ×2 docs ×2
Dropped: alone ×6 different ×6 measure ×6 product ×6 say ×6 things ×6 versus ×6 data ×5
14. How often should we re-check whether AI assistants recommend us, and how do we track changes over time? — 6 queries
- AI search visibility tracking tools 2026 brand mentions ChatGPT Perplexity Gemini ×1
- AI search visibility tracking tools 2026 brand mentions ChatGPT Perplexity monitoring ×1
- LLM answer volatility how often brand recommendations change AI Overviews ChatGPT study ×1
- LLM answer volatility how often brand recommendations change study AI visibility ×1
- site profound.com AI visibility tracking daily prompts monitoring | site otterly.ai daily monitoring AI search brand mentions | site developers.google.com search AI features traffic Search Console ×1
- site.peec.ai monitoring daily AI visibility prompts tracking | site.otterly.ai track AI search visibility daily monitoring | site.ahrefs.com brand radar AI visibility tracking prompts ×1
Added: brand ×6 visibility ×5 search ×4 tracking ×4 chatgpt ×3 mentions ×3 monitoring ×3 2026 ×2
Dropped: assistants ×6 over ×6 re-check ×6 recommend ×6 time ×6 whether ×6 track ×5 changes ×4
15. How do I prove to leadership whether our content work is changing what AI assistants recommend? — 6 queries
- AI visibility tracking tools 2026 share of voice ChatGPT Perplexity brand mentions ×1
- AI visibility tracking tools LLM brand mentions share of voice 2026 ×1
- measuring GEO impact causal test content changes ChatGPT citations methodology ×1
- measuring generative engine optimization impact methodology controlled experiment LLM recommendations variance ×1
- site.bing.com webmaster AI performance citations dashboard 2026 | site.ahrefs.com brand radar AI visibility prompts tracking | site.search.google.com AI features Search Console traffic AI overview ×1
- site.profound.ai measure AI visibility citations experiments content | site.peec.ai AI visibility tracking prompts citations | site.openai.com chatgpt search publishers OAI-SearchBot citations ×1
Added: tracking ×4 visibility ×4 2026 ×3 brand ×3 chatgpt ×3 citations ×3 impact ×2 llm ×2
Dropped: assistants ×6 changing ×6 leadership ×6 prove ×6 recommend ×6 whether ×6 work ×6 content ×4