Real ChatGPT answer · index seedm4Z4zxJ3tvgcompleteMarketing and advertising · AI search and generative engine optimizationhowto

Walk me through the process of setting up entity-based SEO and knowledge graph optimization to improve our brand presence in multimodal AI search.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Walk me through the process of setting up entity-based SEO and knowledge graph optimization to improve our brand presence in multimodal AI search.
3 real searches · 1 real-search pass
Google Search Central structured data Organization sameAs knowledge graph entity SEO documentationGoogle ↗
OBSERVEDOther / navigational
Schema.org Organization Product Person Article VideoObject ImageObject properties documentationGoogle ↗
OBSERVEDOther / navigational
Bing Webmaster Guidelines IndexNow structured data AI search content guidance 2025 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). 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 structured data Organization sameAs knowledge graph entity SEO documentation Google ↗
Schema.org Organization Product Person Article VideoObject ImageObject properties documentation Google ↗
Bing Webmaster Guidelines IndexNow structured data AI search content guidance 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central structured data Organization sameAs knowledge graph entity SEO documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schema.org Organization Product Person Article VideoObject ImageObject properties documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Bing Webmaster Guidelines IndexNow structured data AI search content guidance 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1