Real ChatGPT answer · index seed9c4Bdp9ja8gcompleteFinance and banking · taxes and tax softwarecomparison

What separates TaxAct from FreeTaxUSA regarding educational tax credit limits and income phase-outs for middle-class families?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What separates TaxAct from FreeTaxUSA regarding educational tax credit limits and income phase-outs for middle-class families?
2 real searches · 1 real-search pass
TaxAct education tax credits income limits American Opportunity Lifetime Learning Credit 2025 FreeTaxUSAGoogle ↗
OBSERVEDOther / navigational
IRS Publication 970 2025 American Opportunity Credit phase out MAGI 80000 90000 Lifetime Learning CreditGoogle ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
TaxAct education tax credits income limits American Opportunity Lifetime Learning Credit 2025 FreeTaxUSA Google ↗
IRS Publication 970 2025 American Opportunity Credit phase out MAGI 80000 90000 Lifetime Learning Credit Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TaxAct education tax credits income limits American Opportunity Lifetime Learning Credit 2025 FreeTaxUSA
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
IRS Publication 970 2025 American Opportunity Credit phase out MAGI 80000 90000 Lifetime Learning Credit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1