Real ChatGPT answer · index seedoJUan6aJNCwcompleteReal estate · housing marketsbrand

Are HomeLight agent matching recommendations biased toward higher commission realtors rather than budget-conscious bargain hunters?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are HomeLight agent matching recommendations biased toward higher commission realtors rather than budget-conscious bargain hunters?
2 real searches · 1 real-search pass
HomeLight agent matching how does it make money referral fee agent commission consumer cost bias higher commission agentsGoogle ↗
OBSERVED
HomeLight agent matching algorithm criteria agent commission referral fee terms of serviceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
HomeLight agent matching how does it make money referral fee agent commission consumer cost bias higher commission agents Google ↗
HomeLight agent matching algorithm criteria agent commission referral fee terms of service Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeLight agent matching how does it make money referral fee agent commission consumer cost bias higher commission agents
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
HomeLight agent matching algorithm criteria agent commission referral fee terms of service
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1