Can you check if I qualify for any education tax credits based on paying for my graduate certificate out of pocket while working full time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you check if I qualify for any education tax credits based on paying for my graduate certificate out of pocket while working full time?
4 real searches · 1 real-search pass
IRS 2025 Lifetime Learning Credit graduate certificate eligibility income limits qualified expenses MAGIGoogle ↗
OBSERVEDYes / no
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution graduate certificateGoogle ↗
OBSERVEDOther / navigational
IRS Lifetime Learning Credit graduate certificate qualified education expenses income limits 2025 2026Google ↗
OBSERVEDReason
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution certificate programGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
IRS 2025 Lifetime Learning Credit graduate certificate eligibility income limits qualified expenses MAGI Google ↗
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution graduate certificate Google ↗
IRS Lifetime Learning Credit graduate certificate qualified education expenses income limits 2025 2026 Google ↗
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution certificate program Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2025 Lifetime Learning Credit graduate certificate eligibility income limits qualified expenses MAGI OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution graduate certificate OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
IRS Lifetime Learning Credit graduate certificate qualified education expenses income limits 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 970 2025 Lifetime Learning Credit eligible educational institution certificate program OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |