Real ChatGPT answer · index seedMrk73GZvOnAcompleteFinance and banking · taxes and tax softwarehowto

My granddaughter is in college, what are the current income limits for claiming the lifetime learning tax credit this year?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My granddaughter is in college, what are the current income limits for claiming the lifetime learning tax credit this year?
2 real searches · 1 real-search pass
2026 Lifetime Learning Credit income limits MAGI IRS tax year 2026Google ↗
OBSERVED
site:irs.gov Lifetime Learning Credit 2026 modified adjusted gross income phase out limitsGoogle ↗
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
2026 Lifetime Learning Credit income limits MAGI IRS tax year 2026 Google ↗
site:irs.gov Lifetime Learning Credit 2026 modified adjusted gross income phase out limits Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Lifetime Learning Credit income limits MAGI IRS tax year 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:irs.gov Lifetime Learning Credit 2026 modified adjusted gross income phase out limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1