Real ChatGPT answer · index seedSiT7HL54klIcompleteHome services and improvement · contractors and remodelingcomparison
Between HomeAdvisor and Yelp, which platform has more accurate reviews for emergency concrete contractors who can rip out and replace a dangerous driveway pad right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between HomeAdvisor and Yelp, which platform has more accurate reviews for emergency concrete contractors who can rip out and replace a dangerous driveway pad right now?
1 real search · 1 real-search pass
Yelp vs HomeAdvisor Angi reviews reliability contractor reviews differences 2026Google ↗
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Yelp vs HomeAdvisor Angi reviews reliability contractor reviews differences 2026 Google ↗
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