Real ChatGPT answer · index seedSE7YbsQcxbgcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How do I write product reviews that AI search engines trust enough to use as primary recommendations for parents?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I write product reviews that AI search engines trust enough to use as primary recommendations for parents?
1 real search · 1 real-search pass
Google Search Central guidance helpful reliable people-first content structured data product reviews AI search recommendations firsthand experienceGoogle ↗
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
Google Search Central guidance helpful reliable people-first content structured data product reviews AI search recommendations firsthand experience Google ↗
- Google Search's Reviews System | Google Search Central | Documentation | Google for Developers · developers.google.com
- More helpful product reviews on Search · blog.google
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Consumer Product Safety Commission · cpsc.gov
- National Highway Traffic Safety Administration · nhtsa.gov
- Food and Drug Administration · fda.gov
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Product structured data · developers.google.com
- Schema.org Review · schema.org
- Schema.org Product · schema.org
- FTC disclosure guidance · ftc.gov
Queries
1 queries · click a column to sort