Real ChatGPT answer · index seedXy90Y3oYyGscompleteEducation · financial aid and scholarshipsinformational

How does my household income affect our eligibility for the American Opportunity Tax Credit this year and what expenses actually qualify for the deduction?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How does my household income affect our eligibility for the American Opportunity Tax Credit this year and what expenses actually qualify for the deduction?
2 real searches · 1 real-search pass
IRS American Opportunity Tax Credit 2026 income phase out 80,000 90,000 160,000 180,000 qualified expenses 2026Google ↗
OBSERVEDConsequence
IRS Publication 970 American opportunity credit qualified education expenses room board books supplies equipment required course 2025Google ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / no

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

ChatGPT2 real searches · gpt-6
IRS American Opportunity Tax Credit 2026 income phase out 80,000 90,000 160,000 180,000 qualified expenses 2026 Google ↗
IRS Publication 970 American opportunity credit qualified education expenses room board books supplies equipment required course 2025 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS American Opportunity Tax Credit 2026 income phase out 80,000 90,000 160,000 180,000 qualified expenses 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS Publication 970 American opportunity credit qualified education expenses room board books supplies equipment required course 2025
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1