Real ChatGPT answer · index seedjSw65tO5xrQcompleteReal estate · real estate investinglocal

What hidden closing costs should we expect when buying our first multifamily investment property in Pittsburgh as a married couple using a commercial portfolio loan?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What hidden closing costs should we expect when buying our first multifamily investment property in Pittsburgh as a married couple using a commercial portfolio loan?
4 real searches · 1 real-search pass
Pittsburgh Pennsylvania realty transfer tax rate city school district state 2026 officialGoogle ↗
OBSERVEDShort fact
Allegheny County Pennsylvania recording fees deed mortgage fee schedule 2026 officialGoogle ↗
OBSERVEDReason
Pennsylvania title insurance rates transfer tax commercial real estate closing costs officialGoogle ↗
OBSERVEDReason
commercial portfolio loan multifamily closing costs appraisal environmental phase I lender fees legal feesGoogle ↗
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 (4)
Short fact25%Other / navigationalComparisonConsequenceReason75%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Pittsburgh Pennsylvania realty transfer tax rate city school district state 2026 official Google ↗
Allegheny County Pennsylvania recording fees deed mortgage fee schedule 2026 official Google ↗
Pennsylvania title insurance rates transfer tax commercial real estate closing costs official Google ↗
commercial portfolio loan multifamily closing costs appraisal environmental phase I lender fees legal fees Google ↗
  1. Taxes · pittsburghpa.gov
  2. Realty Transfer Taxes · alleghenycounty.us
  3. Realty Transfer Tax | Department of Revenue · pa.gov
  4. HARBORWEST · harborwestcommercial.com
  5. Agency Debt — Fannie Mae and Freddie Mac Multifamily · maxlifedevelopment.com
  6. Allegheny County Division of Real Estate · alleghenycounty.us
  7. Recording Documents · alleghenycounty.us

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pittsburgh Pennsylvania realty transfer tax rate city school district state 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Allegheny County Pennsylvania recording fees deed mortgage fee schedule 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Pennsylvania title insurance rates transfer tax commercial real estate closing costs official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial portfolio loan multifamily closing costs appraisal environmental phase I lender fees legal fees
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1