Real ChatGPT answer · index seedXhw0SUnYfs0completeMarketing and advertising · affiliate marketingcomparison
What makes a product review high converting according to the latest digital marketing trends this year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What makes a product review high converting according to the latest digital marketing trends this year
1 real search · 1 real-search pass
2026 digital marketing trends product reviews conversion consumer trust authenticity user generated content social commerce AI search researchGoogle ↗
OBSERVEDReason
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 digital marketing trends product reviews conversion consumer trust authenticity user generated content social commerce AI search research Google ↗
- Gartner Marketing Survey Finds 35% of Consumers Rely on Influencers Less Due to AI · gartner.com
- Consumers Want AI Shopping Recommendations to Include Trusted Creator Perspectives, According to IAB · iab.com
- The State of Product Experience 2026 · syndigo.com
- 2026 state of marketing: Data from 1,500+ global marketers · blog.hubspot.com
- The Future of Social Media [Research]: What Marketers Need to Know in 2026 · blog.hubspot.com