Real ChatGPT answer · index seed5JQJD1pXQakcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Can you recommend a step-by-step framework for auditing our brand reputation across ChatGPT, Perplexity, and Google AI Overviews?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend a step-by-step framework for auditing our brand reputation across ChatGPT, Perplexity, and Google AI Overviews?
4 real searches · 1 real-search pass
2026 ChatGPT search answers sources citations brand visibility Perplexity citations Google AI Overviews documentation site:developers.google.com/searchGoogle ↗
OBSERVEDOther / navigational
Google AI Overviews website owners AI features Search Central documentation 2026Google ↗
OBSERVEDOther / navigational
Perplexity help center citations sources answers search official documentationGoogle ↗
OBSERVEDReason
OpenAI ChatGPT search citations official help centerGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 ChatGPT search answers sources citations brand visibility Perplexity citations Google AI Overviews documentation site:developers.google.com/search Google ↗
Google AI Overviews website owners AI features Search Central documentation 2026 Google ↗
Perplexity help center citations sources answers search official documentation Google ↗
OpenAI ChatGPT search citations official help center Google ↗
- Open ChatGPT · chatgpt.com
- Open Perplexity · perplexity.ai
- Open Google Search · google.com
- Searching the web with ChatGPT · help.openai.com
- What is Pro Search? · perplexity.ai
- Role-based access controls, API credentials, Brain for Max · perplexity.ai
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Introducing Search Generative AI performance reports in Search Console | Google Search Central Blog | Google for Developers · developers.google.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 ChatGPT search answers sources citations brand visibility Perplexity citations Google AI Overviews documentation site:developers.google.com/search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI Overviews website owners AI features Search Central documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity help center citations sources answers search official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenAI ChatGPT search citations official help center OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |