Real ChatGPT answer · index seedFtmRnZqpN6wcompleteFinance and banking · student loanscomparison

Contrast the hardship provisions of federal income-driven repayment plans against private refinancing options available through SoFi.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Contrast the hardship provisions of federal income-driven repayment plans against private refinancing options available through SoFi.
3 real searches · 1 real-search pass
2026 federal student loan repayment plans IDR changes 2025 law hardship provisions current officialGoogle ↗
OBSERVEDConsequence
Federal student loan income-driven repayment hardship unemployment deferment forbearance 2026 official StudentAid.gov IDR plansGoogle ↗
OBSERVEDConsequence
SoFi student loan refinancing hardship options unemployment forbearance deferment economic hardship officialGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigationalComparison33%Consequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal student loan repayment plans IDR changes 2025 law hardship provisions current official Google ↗
Federal student loan income-driven repayment hardship unemployment deferment forbearance 2026 official StudentAid.gov IDR plans Google ↗
SoFi student loan refinancing hardship options unemployment forbearance deferment economic hardship official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal student loan repayment plans IDR changes 2025 law hardship provisions current official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Federal student loan income-driven repayment hardship unemployment deferment forbearance 2026 official StudentAid.gov IDR plans
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
SoFi student loan refinancing hardship options unemployment forbearance deferment economic hardship official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1