Real ChatGPT answer · index seedfDbrnuEnQfgcompleteEducation · college degreesinformational

What happens to our household financial aid eligibility if my spouse changes jobs while our child is in college?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What happens to our household financial aid eligibility if my spouse changes jobs while our child is in college?
2 real searches · 1 real-search pass
Federal Student Aid FAFSA special circumstances job loss reduced income professional judgment prior-prior year income job changeGoogle ↗
OBSERVEDConsequence
Federal Student Aid FAFSA tax year 2024 2026-27 prior-prior year incomeGoogle ↗
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 / navigationalComparisonConsequence50%ReasonDefinitionInstructionYes / no

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
Federal Student Aid FAFSA special circumstances job loss reduced income professional judgment prior-prior year income job change Google ↗
Federal Student Aid FAFSA tax year 2024 2026-27 prior-prior year income Google ↗
  1. Special Cases · fsapartners.ed.gov
  2. The FAFSA Process · financialaidtoolkit.ed.gov
  3. Special Circumstances FAQs · hesc.ny.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Federal Student Aid FAFSA special circumstances job loss reduced income professional judgment prior-prior year income job change
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Federal Student Aid FAFSA tax year 2024 2026-27 prior-prior year income
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1