Real ChatGPT answer · index seedtZrKX4swTU8completeEducation · financial aid and scholarshipsinformational

How do annual Stafford loan maximum amounts change as a student progresses from a freshman to a senior year?

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 annual Stafford loan maximum amounts change as a student progresses from a freshman to a senior year?
1 real search · 1 real-search pass
2026-27 federal Direct Subsidized Unsubsidized Loan annual loan limits undergraduate dependent independent freshman sophomore junior senior July 1 2026 changesGoogle ↗
OBSERVEDDefinition

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 / navigationalComparisonConsequenceReasonDefinition100%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026-27 federal Direct Subsidized Unsubsidized Loan annual loan limits undergraduate dependent independent freshman sophomore junior senior July 1 2026 changes Google ↗
  1. Frequently Asked Questions · fsapartners.ed.gov
  2. Annual Loan Limits §§ 685.200(b); 685.203(b), (f) · govinfo.gov
  3. studentaid.gov · studentaid.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-27 federal Direct Subsidized Unsubsidized Loan annual loan limits undergraduate dependent independent freshman sophomore junior senior July 1 2026 changes
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1