Real ChatGPT answer · index seedUyiH5VhrahscompleteMarketing and advertising · local marketingcomparison

Is Google Local Services Ads better than traditional Yelp ads for getting urgent plumbing calls in my city

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Google Local Services Ads better than traditional Yelp ads for getting urgent plumbing calls in my city
2 real searches · 1 real-search pass
Google Local Services Ads plumbing pay per lead eligibility Google official 2026Google ↗
OBSERVEDOther / navigational
Yelp Ads plumbing advertising pay per click official 2026Google ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Google Local Services Ads plumbing pay per lead eligibility Google official 2026 Google ↗
Yelp Ads plumbing advertising pay per click official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Local Services Ads plumbing pay per lead eligibility Google official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Yelp Ads plumbing advertising pay per click official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1