Real ChatGPT answer · index seedNwXI2limBg4completeEducation · financial aid and scholarshipscommercial
Which tax credits for education provide the highest refund for a recent college graduate who paid off a portion of their student loans last year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which tax credits for education provide the highest refund for a recent college graduate who paid off a portion of their student loans last year?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2025 education tax credits American Opportunity Tax Credit Lifetime Learning Credit student loan interest deduction income limits 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS Publication 970 2025 student loan interest deduction education credits 2025 tax year OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |