Real ChatGPT answer · index seedkWyHRe2SXLEcompleteEducation · financial aid and scholarshipscomparison
Which education tax credit gives me more money back if my tuition is five thousand dollars this year
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which education tax credit gives me more money back if my tuition is five thousand dollars this 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.
ChatGPT real searches (2)
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 American Opportunity Tax Credit income limits refundable portion IRS 2026 tax year OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Publication education credits American Opportunity Lifetime Learning credit qualified expenses 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |