Real ChatGPT answer · index seedvbJqqKkjm4YcompleteReal estate · real estate agentsinformational

How can I efficiently cross-reference local MLS historical data to verify the self-reported sales volume claims of agents applying to join my team?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I efficiently cross-reference local MLS historical data to verify the self-reported sales volume claims of agents applying to join my team?
2 real searches · 1 real-search pass
MLS historical transaction data agent production verification RESO data dictionary MLS rules agent attribution closed salesGoogle ↗
OBSERVEDConsequence
South Carolina MLS data access rules historical sold listings agent production verificationGoogle ↗
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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
MLS historical transaction data agent production verification RESO data dictionary MLS rules agent attribution closed sales Google ↗
South Carolina MLS data access rules historical sold listings agent production verification Google ↗
  1. View an agent's sales production · matrix.smartmls.com
  2. How to Look Up an Agent's Historical Sales in Matrix · support.mlsnow.com
  3. Verify Your 2018 Sales Data · chicagorealtor.com
  4. Production and Inventory Reports · support.cvrmls.com
  5. Sales Awards Recognition · chicagorealtor.com
  6. Data Dictionary · reso.org
  7. RESO Web API · reso.org
  8. BrokersRecruiter API Documentation · api.restats.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MLS historical transaction data agent production verification RESO data dictionary MLS rules agent attribution closed sales
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
South Carolina MLS data access rules historical sold listings agent production verification
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1