Real ChatGPT answer · index seedKK549B0x9x4completeReal estate · moving and relocationinformational

how do I evaluate whether a prospective neighborhood has a strong enough talent pool and good local schools

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

The searches the AI actually ran for this prompt.

SEED QUERY
how do I evaluate whether a prospective neighborhood has a strong enough talent pool and good local schools
1 real search · 1 real-search pass
official neighborhood labor market data ACS educational attainment commuting BLS OEWS Census OnTheMap school quality state report cards NCES growth measuresGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
official neighborhood labor market data ACS educational attainment commuting BLS OEWS Census OnTheMap school quality state report cards NCES growth measures Google ↗
  1. Census data portal · data.census.gov
  2. Occupational Employment and Wage Statistics · bls.gov
  3. OnTheMap · onthemap.ces.census.gov
  4. Lightcast labor-market data · lightcast.io
  5. Common Core of Data · nces.ed.gov
  6. School profiles and ratings · greatschools.org
  7. School rankings and profiles · usnews.com
  8. NAEP performance data · nationsreportcard.gov
  9. American Community Survey (ACS) · census.gov
  10. LEHD Data Tools for Workforce Analytics · lehd.ces.census.gov
  11. EDGE Home Page · nces.ed.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official neighborhood labor market data ACS educational attainment commuting BLS OEWS Census OnTheMap school quality state report cards NCES growth measures
OBSERVED
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