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

TaxAct vs TurboTax for a small LLC owner who also needs to check education tax credit limits for their college dependent

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
TaxAct vs TurboTax for a small LLC owner who also needs to check education tax credit limits for their college dependent
3 real searches · 1 real-search pass
TaxAct vs TurboTax 2025 tax year self employed LLC Schedule C education credits official pricing features 2026Google ↗
OBSERVED
IRS 2025 American Opportunity Tax Credit income phaseout 160000 180000 Lifetime Learning Credit 160000 180000Google ↗
OBSERVED
IRS LLC tax classification single member multi member Schedule C partnership tax formsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
TaxAct vs TurboTax 2025 tax year self employed LLC Schedule C education credits official pricing features 2026 Google ↗
IRS 2025 American Opportunity Tax Credit income phaseout 160000 180000 Lifetime Learning Credit 160000 180000 Google ↗
IRS LLC tax classification single member multi member Schedule C partnership tax forms Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TaxAct vs TurboTax 2025 tax year self employed LLC Schedule C education credits official pricing features 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS 2025 American Opportunity Tax Credit income phaseout 160000 180000 Lifetime Learning Credit 160000 180000
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS LLC tax classification single member multi member Schedule C partnership tax forms
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1