Real ChatGPT answer · index seed5oOOjvfzQgwcompleteReal estate · housing marketscomparison

I am desperate to find an honest realtor today, so is using a national referral network like HomeLight better than reading online reviews for finding local agents in a new city?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am desperate to find an honest realtor today, so is using a national referral network like HomeLight better than reading online reviews for finding local agents in a new city?
2 real searches · 1 real-search pass
HomeLight agent matching how it works referral fees agent reviews verification criteriaGoogle ↗
OBSERVEDReason
how to vet a real estate agent in a new city independent reviews complaints disciplinary records questionsGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
HomeLight agent matching how it works referral fees agent reviews verification criteria Google ↗
how to vet a real estate agent in a new city independent reviews complaints disciplinary records questions Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeLight agent matching how it works referral fees agent reviews verification criteria
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
how to vet a real estate agent in a new city independent reviews complaints disciplinary records questions
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1