Real ChatGPT answer · index seedNNL8303ceoMcompleteEducation · financial aid and scholarshipscomparison
Compare the Lifetime Learning Credit limits versus the American Opportunity Tax Credit for my part-time master degree
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The searches the AI actually ran for this prompt.
SEED QUERY
Compare the Lifetime Learning Credit limits versus the American Opportunity Tax Credit for my part-time master degree
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
ChatGPT2 real searches · gpt-6
IRS 2026 Lifetime Learning Credit income phaseout $80,000 $90,000 married filing jointly 160000 180000 AOTC limits 2026 Google ↗
IRS Publication 970 Lifetime Learning Credit part-time graduate student qualified expenses 20 percent $10,000 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 2026 Instructions for Form 8863 · irs.gov
- Education credits - AOTC and LLC · irs.gov
- Education credits 1 9 · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 Lifetime Learning Credit income phaseout $80,000 $90,000 married filing jointly 160000 180000 AOTC limits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS Publication 970 Lifetime Learning Credit part-time graduate student qualified expenses 20 percent $10,000 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |