Real ChatGPT answer · index seedOwnwVVuo1cccompleteMarketing and advertising · SEOinformational

Are Google Local Service Ads better than Google Ads for a local roofing contractor with a tight monthly marketing budget?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Google Local Service Ads better than Google Ads for a local roofing contractor with a tight monthly marketing budget?
1 real search · 1 real-search pass
Google Local Services Ads roofing contractor pay per lead eligibility dispute leads budget official GoogleGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
Google Local Services Ads roofing contractor pay per lead eligibility dispute leads budget official Google Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Local Services Ads roofing contractor pay per lead eligibility dispute leads budget official Google
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1