Real ChatGPT answer · index seedBdCSMPk1EP8completeMarketing and advertising · AI search and generative engine optimizationcomparison

Is it better to hire a freelance consultant or an expensive agency to help me figure out why my website is missing from AI-generated search results?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to hire a freelance consultant or an expensive agency to help me figure out why my website is missing from AI-generated search results?
3 real searches · 1 real-search pass
Google Search Central AI features website guidance AI Overviews crawling indexing structured data 2026Google ↗
OBSERVEDOther / navigational
OpenAI search crawler OAI-SearchBot website visibility publishers documentationGoogle ↗
OBSERVEDOther / navigational
Microsoft Bing webmaster AI search visibility citations website guidance 2026Google ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 website guidance AI Overviews crawling indexing structured data 2026 Google ↗
OpenAI search crawler OAI-SearchBot website visibility publishers documentation Google ↗
Microsoft Bing webmaster AI search visibility citations website guidance 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central AI features website guidance AI Overviews crawling indexing structured data 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI search crawler OAI-SearchBot website visibility publishers documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Microsoft Bing webmaster AI search visibility citations website guidance 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1