Do automated valuation models used by banks for HELOCs take neighborhood age and recent roof replacements into account?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do automated valuation models used by banks for HELOCs take neighborhood age and recent roof replacements into account?
2 real searches · 1 real-search pass
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
automated valuation models property characteristics condition renovations roof replacement data AVM mortgage lending Google ↗
Fannie Mae automated valuation model property condition data renovations comparable sales AVM Google ↗
- Interagency Appraisal and Evaluation Guidelines · federalreserve.gov
- AVM Consumer Assistance · cotality.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
automated valuation models property characteristics condition renovations roof replacement data AVM mortgage lending OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae automated valuation model property condition data renovations comparable sales AVM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |