Real ChatGPT answer · index seedcZU8g9Tv8JIcompleteEducation · college degreeshowto

We are trying to figure out how to calculate our expected family contribution under the new federal financial aid formulas for college planning.

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to figure out how to calculate our expected family contribution under the new federal financial aid formulas for college planning.
2 real searches · 1 real-search pass
2026-2027 FAFSA Student Aid Index formula official Federal Student Aid estimator SAI calculatorGoogle ↗
OBSERVEDInstruction
Federal Student Aid Student Aid Index calculation parent assets income protection allowance 2026-27Google ↗
OBSERVEDReason

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 factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / 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
2026-2027 FAFSA Student Aid Index formula official Federal Student Aid estimator SAI calculator Google ↗
Federal Student Aid Student Aid Index calculation parent assets income protection allowance 2026-27 Google ↗
  1. Student Aid Index (SAI) and Pell Grant Eligibility · fsapartners.ed.gov
  2. Filling Out the FAFSA Form · fsapartners.ed.gov
  3. School-Determined Requirements · fsapartners.ed.gov
  4. Federal Student Aid Estimator · studentaid.gov
  5. Federal Student Aid website · studentaid.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-2027 FAFSA Student Aid Index formula official Federal Student Aid estimator SAI calculator
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Federal Student Aid Student Aid Index calculation parent assets income protection allowance 2026-27
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1