Can you analyze how recent updates to Trulia algorithms affect their home value estimates for homes with unpermitted additions or accessory dwelling units?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you analyze how recent updates to Trulia algorithms affect their home value estimates for homes with unpermitted additions or accessory dwelling units?
3 real searches · 1 real-search pass
Trulia home value estimate algorithm updates 2026 Zestimate? Trulia estimate methodology recent changesGoogle ↗
OBSERVEDReason
Trulia home value estimate methodology data sources property details square footage permits ADU unpermitted additionsGoogle ↗
OBSERVEDShort fact
Trulia terms home value estimate not appraisal algorithm valuation methodologyGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Trulia home value estimate algorithm updates 2026 Zestimate? Trulia estimate methodology recent changes Google ↗
Trulia home value estimate methodology data sources property details square footage permits ADU unpermitted additions Google ↗
Trulia terms home value estimate not appraisal algorithm valuation methodology Google ↗
- How Zillow spent 20 years teaching AI to understand home value · zillow.com
- What is a Zestimate? · zillow.com
- Zestimate · trulia.com
- What is a Zestimate? · zillow.com
- Improvements Section of the Appraisal Report · guide-selling.fanniemae.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Trulia home value estimate algorithm updates 2026 Zestimate? Trulia estimate methodology recent changes OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Trulia home value estimate methodology data sources property details square footage permits ADU unpermitted additions OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Trulia terms home value estimate not appraisal algorithm valuation methodology OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |