Real ChatGPT answer · index seedPGaSrxCDp1gcompleteEducation · financial aid and scholarshipshowto

Can you walk me through calculating my adjusted gross income to see if I qualify for education tax credits as a middle-class taxpayer?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you walk me through calculating my adjusted gross income to see if I qualify for education tax credits as a middle-class taxpayer?
2 real searches · 1 real-search pass
site:irs.gov education credits 2026 modified adjusted gross income phase out American Opportunity Lifetime LearningGoogle ↗
OBSERVED
site:irs.gov Publication 970 2025 education credits MAGI adjustments AGIGoogle ↗
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
site:irs.gov education credits 2026 modified adjusted gross income phase out American Opportunity Lifetime Learning Google ↗
site:irs.gov Publication 970 2025 education credits MAGI adjustments AGI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:irs.gov education credits 2026 modified adjusted gross income phase out American Opportunity Lifetime Learning
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:irs.gov Publication 970 2025 education credits MAGI adjustments AGI
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1