Real ChatGPT answer · index seedWHHpHLjA7AscompleteMarketing and advertising · AI search and generative engine optimizationcomparison

Do generative engine citation methods require special plugins on WordPress or should I code them manually?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do generative engine citation methods require special plugins on WordPress or should I code them manually?
2 real searches · 1 real-search pass
WordPress generative engine optimization GEO plugins schema llms.txt citation best practices 2026Google ↗
OBSERVEDOther / navigational
WordPress SEO plugin schema markup documentation Rank Math Yoast llms.txt AI searchGoogle ↗
OBSERVEDComparison

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
WordPress generative engine optimization GEO plugins schema llms.txt citation best practices 2026 Google ↗
WordPress SEO plugin schema markup documentation Rank Math Yoast llms.txt AI search Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
WordPress generative engine optimization GEO plugins schema llms.txt citation best practices 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
WordPress SEO plugin schema markup documentation Rank Math Yoast llms.txt AI search
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1