Real ChatGPT answer · index seedxxdtKXuZ8K4completeMarketing and advertising · local marketingbrand

Is it still worth paying an SEO consultant for local rankings in Chicago, or should our roofing company switch the entire budget to Google PPC?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it still worth paying an SEO consultant for local rankings in Chicago, or should our roofing company switch the entire budget to Google PPC?
3 real searches · 1 real-search pass
2026 Google local SEO Google Business Profile local ranking factors official relevance distance prominence roofing contractorsGoogle ↗
OBSERVEDOther / navigational
Google Local Services Ads roofing contractors Chicago 2026 lead pricing pay per leadGoogle ↗
OBSERVEDOther / navigational
Google Ads search campaigns roofing contractor cost per click Chicago 2026 benchmarksGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 Google local SEO Google Business Profile local ranking factors official relevance distance prominence roofing contractors Google ↗
Google Local Services Ads roofing contractors Chicago 2026 lead pricing pay per lead Google ↗
Google Ads search campaigns roofing contractor cost per click Chicago 2026 benchmarks Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Google local SEO Google Business Profile local ranking factors official relevance distance prominence roofing contractors
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Local Services Ads roofing contractors Chicago 2026 lead pricing pay per lead
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Ads search campaigns roofing contractor cost per click Chicago 2026 benchmarks
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1