Real ChatGPT answer · index seedCs7plokvTmQcompleteMarketing and advertising · AI search and generative engine optimizationbrand
What specific metrics should I look at when evaluating if an SEO agency is actually delivering results for AI search and SGE visibility?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific metrics should I look at when evaluating if an SEO agency is actually delivering results for AI search and SGE visibility?
3 real searches · 1 real-search pass
Google Search Central AI features AI Overviews website traffic measurement Search Console 2026 SEO measurement metricsGoogle ↗
OBSERVEDReason
Bing Webmaster Tools AI performance citations AI answers reporting 2026Google ↗
OBSERVEDOther / navigational
AI search visibility measurement metrics citations mentions referral traffic SEO agency evaluation methodologyGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google Search Central AI features AI Overviews website traffic measurement Search Console 2026 SEO measurement metrics Google ↗
Bing Webmaster Tools AI performance citations AI answers reporting 2026 Google ↗
AI search visibility measurement metrics citations mentions referral traffic SEO agency evaluation methodology Google ↗
- AI Performance · bing.com
- Introducing AI Performance in Bing Webmaster Tools Public Preview · blogs.bing.com
- New AI Visibility Insights in Bing Webmaster Tools: Intents, Topics, Citation Share, Compare · blogs.bing.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
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI features AI Overviews website traffic measurement Search Console 2026 SEO measurement metrics OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Bing Webmaster Tools AI performance citations AI answers reporting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AI search visibility measurement metrics citations mentions referral traffic SEO agency evaluation methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |