Our earlier post covers how to improve your odds of being cited by ChatGPT and Perplexity. This one covers the question that usually comes right after: how do you actually check whether it's working? The honest answer is that measurement here is still immature, and the tools that exist tell you different, partial things.
Google Search Console now shows AI Overviews and AI Mode impressions
This is the newest and most concrete development. Google introduced a Search Generative AI performance report in Search Console in June 2026 and rolled it out to all websites worldwide by 31 August 2026. It shows organic impressions for your pages inside AI Overviews and AI Mode, broken down by page, country, and device, with data available from 18 May 2026 onward (no historical backfill before that date).
Two limits worth knowing before you rely on it: it currently shows impressions only, not clicks, so you can see that a page appeared but not whether anyone acted on it. It also excludes Search Labs experiments still in active development and Google Discover's own generative AI data, which gets a separate report. Even with those gaps, this is the first official, first-party citation-adjacent data any major AI answer engine has given site owners.
Server logs tell you a page was fetched, not that it was cited
Checking server logs for the AI crawler user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and the rest covered in our crawler guide) is a real, valid way to confirm a crawler visited a page. It is a genuinely useful signal: if a crawler has never fetched a page, it cannot possibly be citing it.
But fetching and citing are different events, and the gap between them matters. None of the crawler operators' own documentation claims that a fetch means the page was used in a generated answer, let alone cited by name. A page can be crawled repeatedly and never surface in a single answer, and an on-demand fetch (triggered when one user asks an assistant to read a specific URL right now) is a different, narrower event again than a training or search-index crawl. Treat log analysis as confirming reachability, not as confirming citation.
What the other major AI answer engines offer
As of this writing, we found no official, site-owner-facing citation dashboard from OpenAI, Anthropic, or Perplexity, comparable to what Google now offers in Search Console. Perplexity's API does return source URLs alongside its answers, which is useful if you are building your own tracking against queries you control, but that is a developer-facing API behavior, not a first-party reporting tool for site owners checking their own citation rate.
Third-party citation-tracking tools
A category of tools has grown up specifically to fill this gap, tracking brand mentions and citations across multiple AI systems at once. Named factually, not as an endorsement, since we have not independently audited their methodology: Profound, Otterly AI, and Scrunch AI each describe tracking citations across ChatGPT, Perplexity, Google's AI features, Gemini, and similar systems, typically by running a set of prompts on a schedule and recording which sources get cited in the responses. That approach has a real limitation of its own: it measures citation rates for the specific prompts the tool runs, which may or may not resemble the real queries your actual customers ask.
Why cross-platform citation data is hard to compare
Independent research on citation overlap between AI systems has found relatively low agreement between which sources different engines cite for similar queries, with one commonly cited estimate putting domain overlap between ChatGPT and Perplexity citations in the 11 to 12 percent range, and Perplexity typically citing more sources per response than ChatGPT does. The practical implication: a strong citation rate on one AI system does not predict a strong citation rate on another. If citation matters to your business, measuring on a single system and generalizing to "AI search" as a whole will overstate or understate your real position.
How we approach this
We treat AI citation measurement the way we'd treat any early-stage analytics category: useful directionally, not precise enough to optimize against a single number. We check Search Console's AI report and crawler logs as a baseline, and we're honest with clients that a firm citation count across ChatGPT, Perplexity, and Google's AI features does not yet exist as a single reliable metric.
Sources: Google Search Console Help on the Generative AI performance report, OpenAI's crawler documentation, Anthropic's crawler support article, Perplexity's crawler documentation.