Real ChatGPT answer · index seedLiwgO6t98DccompleteEducation · financial aid and scholarshipshowto

Can you explain the exact steps to check my eligibility for the American Opportunity Tax Credit when filing my taxes this year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the exact steps to check my eligibility for the American Opportunity Tax Credit when filing my taxes this year?
3 real searches · 1 real-search pass
IRS American Opportunity Tax Credit 2025 2026 eligibility income limits Form 8863 qualified expenses officialGoogle ↗
OBSERVEDReason
IRS Publication 970 2025 American Opportunity Credit four years half-time 40 percent refundable age dependent rulesGoogle ↗
OBSERVEDConsequence
IRS American Opportunity Tax Credit 2025 eligibility income limits Form 8863 instructions 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 (3)
Short factOther / navigationalComparisonConsequence33%Reason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
IRS American Opportunity Tax Credit 2025 2026 eligibility income limits Form 8863 qualified expenses official Google ↗
IRS Publication 970 2025 American Opportunity Credit four years half-time 40 percent refundable age dependent rules Google ↗
IRS American Opportunity Tax Credit 2025 eligibility income limits Form 8863 instructions 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS American Opportunity Tax Credit 2025 2026 eligibility income limits Form 8863 qualified expenses official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS Publication 970 2025 American Opportunity Credit four years half-time 40 percent refundable age dependent rules
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS American Opportunity Tax Credit 2025 eligibility income limits Form 8863 instructions 2025
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1