Real ChatGPT answer · index seedUUa94GYIhlQcompleteReal estate · commercial real estateinformational
How do lenders treat capital expenditures versus operating expenses when they verify the net operating income on a multifamily portfolio
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do lenders treat capital expenditures versus operating expenses when they verify the net operating income on a multifamily portfolio
1 real search · 1 real-search pass
multifamily commercial real estate lender underwriting NOI capital expenditures replacement reserves operating expenses Fannie Mae Freddie MacGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
multifamily commercial real estate lender underwriting NOI capital expenditures replacement reserves operating expenses Fannie Mae Freddie Mac Google ↗
- Underwritten Net Cash Flow (Underwritten NCF) · mfguide-acpt.fanniemae.com
- Underwritten NCF · mfguide.fanniemae.com
- Commercial Real Estate Lending 2.0 · occ.treas.gov
- Commercial Real Estate Lending · occ.treas.gov
- Replacement Reserve · mfguide.fanniemae.com
- Lease Audits, Inspections, and Reserves · mfguide.fanniemae.com