Real ChatGPT answer · index seedbJ5LKmwBKrEcompleteHome services and improvement · contractors and remodelinginformational

Are the estimates found in Angis List cost guides generally accurate for suburban areas or do they tend to skew toward big city prices?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are the estimates found in Angis List cost guides generally accurate for suburban areas or do they tend to skew toward big city prices?
1 real search · 1 real-search pass
Angi cost guide methodology local labor material costs geographic location estimates national averageGoogle ↗
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
Angi cost guide methodology local labor material costs geographic location estimates national average Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Angi cost guide methodology local labor material costs geographic location estimates national average
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1