Real ChatGPT answer · index seed1PXMYjREQmkcompleteHome services and improvement · contractors and remodelingcomparison

What do online forums say about the quality of HomeAdvisor contractors versus finding recommendations through our neighborhood Facebook group?

ChatGPTgpt-63 queries10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do online forums say about the quality of HomeAdvisor contractors versus finding recommendations through our neighborhood Facebook group?
3 real searches · 1 real-search pass
Reddit homeowner experiences HomeAdvisor contractors quality reviews leads complaintsGoogle ↗
OBSERVEDReason
Reddit neighborhood Facebook group contractor recommendations reliable hiring contractor experiencesGoogle ↗
OBSERVEDReason
HomeAdvisor Angi contractor reviews lead generation complaints homeowner forums versus referralsGoogle ↗
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%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Reddit homeowner experiences HomeAdvisor contractors quality reviews leads complaints Google ↗
Reddit neighborhood Facebook group contractor recommendations reliable hiring contractor experiences Google ↗
HomeAdvisor Angi contractor reviews lead generation complaints homeowner forums versus referrals Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Reddit homeowner experiences HomeAdvisor contractors quality reviews leads complaints
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Reddit neighborhood Facebook group contractor recommendations reliable hiring contractor experiences
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
HomeAdvisor Angi contractor reviews lead generation complaints homeowner forums versus referrals
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1