How accurate are the neighborhood crime and school ratings shown on Redfin compared to what local parents actually experience on the ground every day?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are the neighborhood crime and school ratings shown on Redfin compared to what local parents actually experience on the ground every day?
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). 1 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
Redfin neighborhood crime ratings data source methodology crime map school ratings GreatSchools methodology limitations Google ↗
Redfin school ratings source GreatSchools ratings methodology parent experience limitations Google ↗
- School Data · support.redfin.com
- About GreatSchools' ratings system and methodology · greatschools.org
- GreatSchools ratings methodology report · greatschools.org
- FAQ: Do reviews influence a school’s rating? · greatschools.zendesk.com
- The Biggest Questions and Answers About Portals Ditching Crime Data · inman.com
- A second purpose of our work is to understand whether reviews provide information for readers to make school decisions. While parents may find the information helpful in making their schooling decisions, our results suggest that the information may actually be more limited First, prior research suggests that reviewers are not representative of all school stakeholders. The GreatSchools reviews are written overwhelmingly by parents and those who have a strong positive or negative opinion about the · files.eric.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Redfin neighborhood crime ratings data source methodology crime map school ratings GreatSchools methodology limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Redfin school ratings source GreatSchools ratings methodology parent experience limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |