Do buyers pay significantly more for homes in top school districts even if the buyers do not have school-aged children?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do buyers pay significantly more for homes in top school districts even if the buyers do not have school-aged children?
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.
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
home price premium school quality buyers without school-aged children childless households study housing prices school districts Google ↗
school quality capitalization house prices households without children school district premium research study Google ↗
- Inequality in Children’s Contexts: The Economic Segregation of Households with and · scholar.harvard.edu
- The Capitalization of School Quality into Renter and Owner Housing - Beracha - 2018 - Real Estate Economics · onlinelibrary.wiley.com
- The Capitalization of School Quality into Renter and Owner Housing - Beracha - 2018 - Real Estate Economics · doi.org
- Why Do Households Without Children Support Local Public Schools? · nber.org
- Why do households without children support local public schools? Linking house price capitalization to school spending · sciencedirect.com
- Homes in Highly Rated School Zones Cost 35% More Than the Average U.S. Home · redfin.com
- Homes in Highly Rated School Zones Cost 35% More Than the Average U.S. Home—But the Premium Is Much Smaller in Some Parts of the Country · morningstar.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
home price premium school quality buyers without school-aged children childless households study housing prices school districts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
school quality capitalization house prices households without children school district premium research study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |