Real ChatGPT answer · index seedjd1l1hnbHGYcompleteMarketing and advertising · content marketinginformational

How do I audit my website content to see if AI tools are already citing us and how do I improve those citations today?

ChatGPTgpt-67 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I audit my website content to see if AI tools are already citing us and how do I improve those citations today?
7 real searches · 1 real-search pass
2026 AI search visibility audit how to track citations ChatGPT Perplexity Google AI Overviews analytics referral traffic official documentationGoogle ↗
OBSERVEDInstruction
Google Search Console AI Overviews reporting clicks impressions documentation 2026Google ↗
OBSERVEDReason
OpenAI ChatGPT search publisher referrals analytics UTM documentationGoogle ↗
OBSERVEDOther / navigational
Bing Webmaster Tools AI performance report citations official 2026Google ↗
OBSERVEDOther / navigational
Google Search Central AI features website content guidance AI Overviews SEO documentation 2026Google ↗
OBSERVEDOther / navigational
Bing Webmaster Tools AI performance citations AI search official documentation 2026Google ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search publishers crawling OAI-SearchBot documentation citations websiteGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (7)
Short factOther / navigational71%ComparisonConsequenceReason14%DefinitionInstruction14%Yes / no

Classes come from the query-classifier (a local Laya model). 7 of 7 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT7 real searches · gpt-6
2026 AI search visibility audit how to track citations ChatGPT Perplexity Google AI Overviews analytics referral traffic official documentation Google ↗
Google Search Console AI Overviews reporting clicks impressions documentation 2026 Google ↗
OpenAI ChatGPT search publisher referrals analytics UTM documentation Google ↗
Bing Webmaster Tools AI performance report citations official 2026 Google ↗
Google Search Central AI features website content guidance AI Overviews SEO documentation 2026 Google ↗
Bing Webmaster Tools AI performance citations AI search official documentation 2026 Google ↗
OpenAI ChatGPT search publishers crawling OAI-SearchBot documentation citations website Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

7 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AI search visibility audit how to track citations ChatGPT Perplexity Google AI Overviews analytics referral traffic official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Google Search Console AI Overviews reporting clicks impressions documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
OpenAI ChatGPT search publisher referrals analytics UTM documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Bing Webmaster Tools AI performance report citations official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central AI features website content guidance AI Overviews SEO documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Bing Webmaster Tools AI performance citations AI search official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI ChatGPT search publishers crawling OAI-SearchBot documentation citations website
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1