Real ChatGPT answer · index seedCuYSwe17zrAcompleteReal estate · buying a homehowto

What qualifies as a substantial home improvement that might help me cancel my private mortgage insurance sooner

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What qualifies as a substantial home improvement that might help me cancel my private mortgage insurance sooner
2 real searches · 1 real-search pass
Fannie Mae borrower-requested mortgage insurance cancellation current value substantial improvements 2 years 75% LTVGoogle ↗
OBSERVED
Homeowners Protection Act PMI cancellation current value substantial improvements CFPB 80 percentGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Fannie Mae borrower-requested mortgage insurance cancellation current value substantial improvements 2 years 75% LTV Google ↗
Homeowners Protection Act PMI cancellation current value substantial improvements CFPB 80 percent Google ↗
  1. Termination of Conventional Mortgage Insurance · guide-servicing.fanniemae.com
  2. MI Termination FAQ · singlefamily.fanniemae.com
  3. Freddie Mac Single-Family Seller/Servicer Guide · guide.freddiemac.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fannie Mae borrower-requested mortgage insurance cancellation current value substantial improvements 2 years 75% LTV
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Homeowners Protection Act PMI cancellation current value substantial improvements CFPB 80 percent
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1