Real ChatGPT answer · index seedzVcKeHOV0JEcompleteMarketing and advertising · local marketingcomparison

Compare Facebook Lead Ads versus Google Search Ads on a very limited daily budget to get quick plumbing jobs during our annual seasonal slump

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Facebook Lead Ads versus Google Search Ads on a very limited daily budget to get quick plumbing jobs during our annual seasonal slump
2 real searches · 1 real-search pass
Google Ads Search campaigns local service businesses high intent lead quality call assets location targeting plumbing official guidanceGoogle ↗
OBSERVEDOther / navigational
Meta instant forms lead ads best practices lead quality higher intent review step CRM follow up officialGoogle ↗
OBSERVEDInstruction

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 / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / 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 Ads Search campaigns local service businesses high intent lead quality call assets location targeting plumbing official guidance Google ↗
Meta instant forms lead ads best practices lead quality higher intent review step CRM follow up official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Ads Search campaigns local service businesses high intent lead quality call assets location targeting plumbing official guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meta instant forms lead ads best practices lead quality higher intent review step CRM follow up official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1