Real ChatGPT answer · index seedMBxgELE7i5McompleteEducation · financial aid and scholarshipsbrand

How does institutional work-study job availability compare at public versus private universities according to recent Department of Education data?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does institutional work-study job availability compare at public versus private universities according to recent Department of Education data?
2 real searches · 1 real-search pass
site:ed.gov Federal Work Study institutional participation public private institutions data availability jobs 2025Google ↗
OBSERVEDOther / navigational
Department of Education data institutional work-study job availability public private universities Federal Work Study institutions data 2024 IPEDSGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
site:ed.gov Federal Work Study institutional participation public private institutions data availability jobs 2025 Google ↗
Department of Education data institutional work-study job availability public private universities Federal Work Study institutions data 2024 IPEDS Google ↗
  1. IPEDS Data Center · nces.ed.gov
  2. IPEDS · nces.ed.gov
  3. IPEDS Data Center · nces.ed.gov
  4. IPEDS · nces.ed.gov
  5. The Federal Work-Study Program · fsapartners.ed.gov
  6. The Federal Work-Study Program · fsapartners.ed.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:ed.gov Federal Work Study institutional participation public private institutions data availability jobs 2025
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Department of Education data institutional work-study job availability public private universities Federal Work Study institutions data 2024 IPEDS
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1