Compare how Zillow and Freddie Mac handle home valuations for properties that have experienced repeated flooding over the past five years.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare how Zillow and Freddie Mac handle home valuations for properties that have experienced repeated flooding over the past five years.
3 real searches · 1 real-search pass
Zillow Zestimate methodology flood damage flood history property valuation official ZillowGoogle ↗
OBSERVED
Freddie Mac property valuation flood damage repeated flooding appraisal collateral risk guide officialGoogle ↗
OBSERVED
Freddie Mac automated collateral evaluation property condition flood damage appraisal requirements flood insurance officialGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Zillow Zestimate methodology flood damage flood history property valuation official Zillow Google ↗
Freddie Mac property valuation flood damage repeated flooding appraisal collateral risk guide official Google ↗
Freddie Mac automated collateral evaluation property condition flood damage appraisal requirements flood insurance official Google ↗
- What is a Zestimate? · zillow.com
- Automated Collateral Evaluation (ACE) · sf.freddiemac.com
- Section 4407.1 · guide.freddiemac.com
- Single-Family Seller/Servicer Guide PDF · guide.freddiemac.com
- How does Zillow receive price history information? · zillow.help
- How Accurate Is My Zestimate, and Can I Influence It? · zillow.com
- Freddie Mac Single-Family Seller/Servicer Guide PDF · guide.freddiemac.com
- Section 5605.5 · guide.freddiemac.com
- Automated Collateral Evaluation (ACE) – General FAQ · sf.freddiemac.com
- Property Data Collection: An Overview · sf.freddiemac.com
- Loan Product Advisor FAQ · sf.freddiemac.com
- Working Paper 25-02: Disclosure Dilemmas: How Appraisal Information Reshapes Residential Property Valuations for Mortgage Lending · fhfa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate methodology flood damage flood history property valuation official Zillow OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac property valuation flood damage repeated flooding appraisal collateral risk guide official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac automated collateral evaluation property condition flood damage appraisal requirements flood insurance official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |