Real ChatGPT answer · index seedVybzRxLrvTocompleteFinance and banking · taxes and tax softwarecommercial

What qualifies as higher education expenses when trying to claim tax credits as an independent adult returning to school?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What qualifies as higher education expenses when trying to claim tax credits as an independent adult returning to school?
1 real search · 1 real-search pass
IRS qualified education expenses American Opportunity Tax Credit Lifetime Learning Credit 2025 2026 independent studentGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
IRS qualified education expenses American Opportunity Tax Credit Lifetime Learning Credit 2025 2026 independent student Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS qualified education expenses American Opportunity Tax Credit Lifetime Learning Credit 2025 2026 independent student
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1