Real ChatGPT answer · index seedSPKclpHQwBUcompleteReal estate · home inspectionsbrand

What are business owners saying on Reddit about the true cost and ROI of joining the HomeAdvisor network?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are business owners saying on Reddit about the true cost and ROI of joining the HomeAdvisor network?
3 real searches · 1 real-search pass
site:reddit.com/r/sweatystartup HomeAdvisor leads cost ROI contractors reviewGoogle ↗
OBSERVEDOther / navigational
site:reddit.com HomeAdvisor Angi leads contractor cost worth it business ownersGoogle ↗
OBSERVEDOther / navigational
site:reddit.com/r/Contractor HomeAdvisor fees leads fake leads ROIGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com/r/sweatystartup HomeAdvisor leads cost ROI contractors review
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:reddit.com HomeAdvisor Angi leads contractor cost worth it business owners
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:reddit.com/r/Contractor HomeAdvisor fees leads fake leads ROI
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1