Real ChatGPT answer · index seed3ms4LF674sYcompleteReal estate · moving and relocationcomparison

Is Redfin Agents or traditional local brokerages better for negotiating closing costs when buying a larger family home

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Redfin Agents or traditional local brokerages better for negotiating closing costs when buying a larger family home
2 real searches · 1 real-search pass
Redfin buyer agent services commission model 2026 buyer closing cost negotiation seller concessions traditional local brokerage comparisonGoogle ↗
OBSERVEDComparison
Iowa homebuyer seller concessions closing costs limits conventional FHA VA 2026Google ↗
OBSERVEDConsequence

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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
Redfin buyer agent services commission model 2026 buyer closing cost negotiation seller concessions traditional local brokerage comparison Google ↗
Iowa homebuyer seller concessions closing costs limits conventional FHA VA 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Redfin buyer agent services commission model 2026 buyer closing cost negotiation seller concessions traditional local brokerage comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Iowa homebuyer seller concessions closing costs limits conventional FHA VA 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1