Real ChatGPT answer · index seedjAgdxmOBDxgcompleteMarketing and advertising · AI search and generative engine optimizationlocal
How much does it cost to hire someone to fix our unstructured data so AI bots stop ignoring our inventory
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it cost to hire someone to fix our unstructured data so AI bots stop ignoring our inventory
1 real search · 1 real-search pass
2026 2025 AI product discovery structured product data schema.org merchant listings feeds inventory catalog optimization agency pricing consultant ratesGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 2025 AI product discovery structured product data schema.org merchant listings feeds inventory catalog optimization agency pricing consultant rates Google ↗
Queries
1 queries · click a column to sort