Real ChatGPT answer · index seedzcXPt35iHXgcompleteMarketing and advertising · local marketingcommercial

Between SEO and PPC, which strategy should a desperate contractor in Houston choose today to generate roofing leads before the next storm hits?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between SEO and PPC, which strategy should a desperate contractor in Houston choose today to generate roofing leads before the next storm hits?
2 real searches · 1 real-search pass
Houston roofing contractor Google Ads Local Services Ads storm damage roofing lead generation 2026Google ↗
OBSERVEDOther / navigational
Google Ads Local Services Ads roofing eligibility leads official GoogleGoogle ↗
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
Houston roofing contractor Google Ads Local Services Ads storm damage roofing lead generation 2026 Google ↗
Google Ads Local Services Ads roofing eligibility leads official Google Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houston roofing contractor Google Ads Local Services Ads storm damage roofing lead generation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Ads Local Services Ads roofing eligibility leads official Google
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1