AI citation tracking and AI brand monitoring
AI citation tracking means systematically recording when AI answers link to your pages (citations) and name your brand (mentions). It combines first-party data (Search Console’s Generative AI report for Google; Bing’s AI Performance report for Copilot) with third-party prompt tracking that runs a fixed set of prompts across engines on a schedule.
What first-party data exists?
- Google: the Generative AI performance report shows impressions in AI Overviews and AI Mode, by page, country, device and date; it rolled out to all websites as of August 31, 2026.[1]
- Microsoft: AI Performance in Bing Webmaster Tools (public preview from February 2026) shows total citations, average cited pages, page-level citations and grounding queries.[2] Bing says counts reflect “how often pages are cited, not their importance, ranking, or placement.”[3]
- OpenAI, Perplexity: no site-owner reports documented; their crawler docs cover access only.[4][5]
How does prompt tracking work?
OtterlyAI describes the method: you define prompts that mirror real queries, the tool runs them across engines, and analyzes responses for brand mentions, citations and source links.[6] SE Ranking says it “sends queries to AI platforms and captures the responses as a real user would see them.”[7] Semrush says its responses are “captured from real requests and not via any APIs of LLMs.”[8]
How do you design a prompt set?
- Start from real demand: keyword research, sales questions, support tickets.
- Mix unbranded category prompts with branded and comparison prompts.
- Tag by topic and funnel stage.
- Keep the set stable; add, don’t replace, so trends stay comparable.
- Run enough repetitions to see past sampling noise.
Can you track via API?
Yes. DataForSEO’s LLM Mentions API returns mention counts, AI search volume, top domains and top pages from ChatGPT and Google AI Overview data, with historical endpoints going back to 2025.[9] Peec AI, SE Ranking and OtterlyAI also document APIs.[10][7][6]
Frequently asked questions
Does Google Search Console show AI citations?
It shows impressions of your links in AI Overviews and AI Mode, which is the closest Google equivalent to a citation count.
Is Bing’s AI Performance data complete?
Bing says grounding query data is a sample of overall citation activity.
How many engines should I track?
At least the ones your audience uses. Results in one engine do not predict another.
See also
References
Sources accessed October 14, 2026 unless another date is given. See all sources.
- “Generative AI performance report (Search)”. Search Console Help. rolled out to all sites as of August 31, 2026; accessed October 14, 2026.
- “Introducing AI Performance in Bing Webmaster Tools Public Preview”. Bing Webmaster Blog. February 2026.
- “AI Performance”. Bing Webmaster Tools Help. accessed October 14, 2026.
- “Overview of OpenAI Crawlers”. OpenAI. accessed October 14, 2026.
- “Perplexity Crawlers”. Perplexity. accessed October 14, 2026.
- “OtterlyAI: AI Search Monitoring Tool”. OtterlyAI. product page, accessed October 14, 2026.
- “AI Visibility Tracker (AI Search Toolkit)”. SE Ranking. product page, accessed October 14, 2026.
- “Where does the data in Semrush’s AI Visibility Toolkit come from?”. Semrush Knowledge Base. accessed October 14, 2026.
- “LLM Mentions API”. DataForSEO. product page, accessed October 14, 2026.
- “Peec AI: AI search analytics for marketing teams”. Peec AI. product page, accessed October 14, 2026.