Real ChatGPT answer · index seedoviSOpBZGr0completeMarketing and advertising · AI search and generative engine optimizationinformational

How does entity SEO differ from standard keyword optimization when trying to get a startup featured in ChatGPT recommendations?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does entity SEO differ from standard keyword optimization when trying to get a startup featured in ChatGPT recommendations?
2 real searches · 1 real-search pass
entity SEO vs keyword SEO AI search ChatGPT recommendations OpenAI search documentation website visibilityGoogle ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search publishers website crawling citations recommendations documentationGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
entity SEO vs keyword SEO AI search ChatGPT recommendations OpenAI search documentation website visibility Google ↗
OpenAI ChatGPT search publishers website crawling citations recommendations documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
entity SEO vs keyword SEO AI search ChatGPT recommendations OpenAI search documentation website visibility
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI ChatGPT search publishers website crawling citations recommendations documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1