Why do Zillow estimates fluctuate so wildly during the spring selling season and how can we get a more accurate appraisal for our mortgage?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do Zillow estimates fluctuate so wildly during the spring selling season and how can we get a more accurate appraisal for our mortgage?
3 real searches · 1 real-search pass
Zillow Zestimate accuracy spring season automated valuation model limitations official ZillowGoogle ↗
OBSERVED
CFPB mortgage home appraisal what to expect appraisal reconsideration of value officialGoogle ↗
OBSERVED
Fannie Mae appraisal comparable sales condition adjustments mortgage appraisal guideGoogle ↗
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 accuracy spring season automated valuation model limitations official Zillow Google ↗
CFPB mortgage home appraisal what to expect appraisal reconsideration of value official Google ↗
Fannie Mae appraisal comparable sales condition adjustments mortgage appraisal guide Google ↗
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
- What are appraisals and why do I need to look at them? · consumerfinance.gov
- Comparable Sales · selling-guide.fanniemae.com
- Adjustments to Comparable Sales · selling-guide.fanniemae.com
- Appraiser Update · singlefamily.fanniemae.com
- Sales Comparison Approach Section of the Appraisal Report · guide-selling.fanniemae.com
- How Accurate Is My Zestimate, and Can I Influence It? · zillow.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate accuracy spring season automated valuation model limitations official Zillow OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB mortgage home appraisal what to expect appraisal reconsideration of value official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae appraisal comparable sales condition adjustments mortgage appraisal guide OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |