Real ChatGPT answer · index seedUPffVv02sPQcompleteEducation · financial aid and scholarshipscommercial

My family makes around sixty thousand dollars a year, so do we qualify for any special tax credits for education when we file our federal taxes?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My family makes around sixty thousand dollars a year, so do we qualify for any special tax credits for education when we file our federal taxes?
2 real searches · 1 real-search pass
IRS 2026 tax year American Opportunity Tax Credit income limits 2026 Lifetime Learning Credit MAGIGoogle ↗
OBSERVED
IRS Publication 970 2026 education credits AOTC LLC phase outGoogle ↗
OBSERVED

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 tax year American Opportunity Tax Credit income limits 2026 Lifetime Learning Credit MAGI Google ↗
IRS Publication 970 2026 education credits AOTC LLC phase out Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 tax year American Opportunity Tax Credit income limits 2026 Lifetime Learning Credit MAGI
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Publication 970 2026 education credits AOTC LLC phase out
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1