Real ChatGPT answer · index seedytOdWsjy6TgcompleteMarketing and advertising · AI search and generative engine optimizationinformational

Are there hidden costs when using generative engine optimization tools, or can I handle AI search visibility using free plugins and basic schema markup?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there hidden costs when using generative engine optimization tools, or can I handle AI search visibility using free plugins and basic schema markup?
2 real searches · 1 real-search pass
generative engine optimization GEO tools pricing hidden costs free SEO plugins schema markup Google Search Central structured data AI Overviews guidance 2026Google ↗
OBSERVEDOther / navigational
WordPress free SEO plugins schema markup Rank Math Yoast free features officialGoogle ↗
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
generative engine optimization GEO tools pricing hidden costs free SEO plugins schema markup Google Search Central structured data AI Overviews guidance 2026 Google ↗
WordPress free SEO plugins schema markup Rank Math Yoast free features official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
generative engine optimization GEO tools pricing hidden costs free SEO plugins schema markup Google Search Central structured data AI Overviews guidance 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
WordPress free SEO plugins schema markup Rank Math Yoast free features official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1