Real ChatGPT answer · index seedgleHJ8jREyQcompleteMarketing and advertising · SEOhowto

My roofing supply business has been relying entirely on Google PPC ads, but costs are rising too fast, so how do I transition our budget toward organic search optimization safely?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My roofing supply business has been relying entirely on Google PPC ads, but costs are rising too fast, so how do I transition our budget toward organic search optimization safely?
2 real searches · 1 real-search pass
Google Search Central SEO starter guide helpful content product pages local business structured data 2026Google ↗
OBSERVEDInstruction
roofing supply distributor SEO strategy product category pages local SEO contractor customersGoogle ↗
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 / 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 Search Central SEO starter guide helpful content product pages local business structured data 2026 Google ↗
roofing supply distributor SEO strategy product category pages local SEO contractor customers Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central SEO starter guide helpful content product pages local business structured data 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
roofing supply distributor SEO strategy product category pages local SEO contractor customers
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1