Real ChatGPT answer · index seedSqE6YTlgLdEcompleteFinance and banking · taxes and tax softwarecomparison

What is the maximum American Opportunity Tax Credit limit for this filing season and which tax prep software calculates it with zero errors.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the maximum American Opportunity Tax Credit limit for this filing season and which tax prep software calculates it with zero errors.
2 real searches · 1 real-search pass
IRS American Opportunity Tax Credit tax year 2026 maximum income phaseout 2026 filing season 2027Google ↗
OBSERVED
best tax preparation software 2026 tax year AOTC Form 8863 accuracy guarantees TurboTax H&R Block FreeTaxUSAGoogle ↗
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 American Opportunity Tax Credit tax year 2026 maximum income phaseout 2026 filing season 2027 Google ↗
best tax preparation software 2026 tax year AOTC Form 8863 accuracy guarantees TurboTax H&R Block FreeTaxUSA Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS American Opportunity Tax Credit tax year 2026 maximum income phaseout 2026 filing season 2027
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best tax preparation software 2026 tax year AOTC Form 8863 accuracy guarantees TurboTax H&R Block FreeTaxUSA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1