Real ChatGPT answer · index seedLCBfAd3w9X8completeMarketing and advertising · AI search and generative engine optimizationinformational
What role do customer reviews play in how Perplexity ranks and recommends local businesses in our niche
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What role do customer reviews play in how Perplexity ranks and recommends local businesses in our niche
1 real search · 1 real-search pass
Perplexity how local businesses are recommended reviews sources citations business listings ranking factorsGoogle ↗
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
Perplexity how local businesses are recommended reviews sources citations business listings ranking factors Google ↗
- How Local Businesses Get Recommended in AI Search · avantevisibility.com
- Yext Research: 86% of AI Citations Come from Brand-Managed Sources, Clarifying How Marketers Can Compete in the AI Search Era · t1.kakaocdn.net
- How to Show Up in Perplexity as a Local Business in 2026 · getfoundwithainow.com
- How AI Assistants Choose Local Businesses · montrelia.com
- How Perplexity Decides Which Local Businesses to Recommend · parvaly.com