Real ChatGPT answer · index seeddIaXzQpdyRYcompleteReal estate · real estate agentsbrand

Can a dedicated buyer agent from a national firm like Howard Hanna help us negotiate closing costs better than going directly to the builder's sales representative?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can a dedicated buyer agent from a national firm like Howard Hanna help us negotiate closing costs better than going directly to the builder's sales representative?
2 real searches · 1 real-search pass
New Jersey new construction buyer broker agreement builder sales representative closing cost incentives buyer agent compensation 2026Google ↗
OBSERVEDConsequence
new construction home buyer agent builder closing cost incentives negotiation buyer representation New JerseyGoogle ↗
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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
New Jersey new construction buyer broker agreement builder sales representative closing cost incentives buyer agent compensation 2026 Google ↗
new construction home buyer agent builder closing cost incentives negotiation buyer representation New Jersey Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Jersey new construction buyer broker agreement builder sales representative closing cost incentives buyer agent compensation 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
new construction home buyer agent builder closing cost incentives negotiation buyer representation New Jersey
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1