Are school district ratings still the best indicator of future home appreciation or are transit scores more important now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are school district ratings still the best indicator of future home appreciation or are transit scores more important now?
2 real searches · 1 real-search pass
school quality school district ratings home prices appreciation research transit accessibility property values transit oriented development premium United StatesGoogle ↗
OBSERVEDReason
transit access home price capitalization school quality housing appreciation empirical study United StatesGoogle ↗
OBSERVEDReason
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
school quality school district ratings home prices appreciation research transit accessibility property values transit oriented development premium United States Google ↗
transit access home price capitalization school quality housing appreciation empirical study United States Google ↗
- Persistence and variation of schools as housing amenities · sciencedirect.com
- Persistence and variation of schools as housing amenities · sciencedirect.com
- A meta-analysis of the impact of rail stations on property values: Applying a transit planning lens · sciencedirect.com
- AASHTO Journal - Study Links Real Estate Values to Public Transportation Access · aashtojournal.transportation.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
school quality school district ratings home prices appreciation research transit accessibility property values transit oriented development premium United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
transit access home price capitalization school quality housing appreciation empirical study United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |