Real ChatGPT answer · index seedw1cIyiH8tyscompleteReal estate · moving and relocationinformational

What are the best free online tools to compare the walkability and school district ratings of two different suburbs?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best free online tools to compare the walkability and school district ratings of two different suburbs?
1 real search · 1 real-search pass
best free tools compare walkability Walk Score school district ratings GreatSchools Niche SchoolDigger NCES official school dataGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
best free tools compare walkability Walk Score school district ratings GreatSchools Niche SchoolDigger NCES official school data Google ↗
  1. Visit Walk Score · walkscore.com
  2. Visit SafeStreets · safestreets.streetsandcommons.com
  3. Visit EPA Walkability Index · epa.gov
  4. Visit GreatSchools · greatschools.org
  5. Visit Niche School District Rankings · niche.com
  6. Visit SchoolDigger · schooldigger.com
  7. Visit OpenSchoolData · openschooldata.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best free tools compare walkability Walk Score school district ratings GreatSchools Niche SchoolDigger NCES official school data
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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