Real ChatGPT answer · index seed0RROpAy4R0IcompleteMarketing and advertising · local marketingbrand

Can you look up the current prices for Yelp advertising and tell me if local plumbers in my area actually get good leads from it?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you look up the current prices for Yelp advertising and tell me if local plumbers in my area actually get good leads from it?
2 real searches · 1 real-search pass
Yelp Ads pricing 2026 cost per click budget pricing official Yelp for businessGoogle ↗
OBSERVEDComparison
plumbers Yelp advertising leads quality cost per lead reviews contractor experiences 2026Google ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Yelp Ads pricing 2026 cost per click budget pricing official Yelp for business Google ↗
plumbers Yelp advertising leads quality cost per lead reviews contractor experiences 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yelp Ads pricing 2026 cost per click budget pricing official Yelp for business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
plumbers Yelp advertising leads quality cost per lead reviews contractor experiences 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1