Real ChatGPT answer · index seedfXP8yUJowjIcompleteHome services and improvement · contractors and remodelingbrand

Looking for feedback from other small business owners who used Angi Leads to find reliable subcontractors for foundation repairs last month.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for feedback from other small business owners who used Angi Leads to find reliable subcontractors for foundation repairs last month.
3 real searches · 1 real-search pass
Angi Leads small business owners contractor reviews September 2026 subcontractors foundation repair reliable leadsGoogle ↗
OBSERVEDYes / no
site:reddit.com Angi Leads contractor business owner subcontractors foundation repair reviews 2026Google ↗
OBSERVEDReason
Angi Leads foundation repair contractors lead quality subcontractors experiencesGoogle ↗
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 / navigationalComparison33%ConsequenceReason33%DefinitionInstructionYes / no33%

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
Angi Leads small business owners contractor reviews September 2026 subcontractors foundation repair reliable leads Google ↗
site:reddit.com Angi Leads contractor business owner subcontractors foundation repair reviews 2026 Google ↗
Angi Leads foundation repair contractors lead quality subcontractors experiences Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Angi Leads small business owners contractor reviews September 2026 subcontractors foundation repair reliable leads
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
site:reddit.com Angi Leads contractor business owner subcontractors foundation repair reviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Angi Leads foundation repair contractors lead quality subcontractors experiences
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1