Real ChatGPT answer · index seedxANxXa6VgpwcompleteFinance and banking · taxes and tax softwarecommercial

what is the best budget friendly tax software that actually walks you through claiming lifetime learning credits and tuition deductions

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
what is the best budget friendly tax software that actually walks you through claiming lifetime learning credits and tuition deductions
4 real searches · 1 real-search pass
2025 tax software FreeTaxUSA Lifetime Learning Credit education credits guided interview pricing state returnGoogle ↗
OBSERVEDOther / navigational
2025 tax software TaxSlayer education credits Lifetime Learning Credit guided questions pricingGoogle ↗
OBSERVEDOther / navigational
IRS Lifetime Learning Credit tuition fees deduction expired 2020 income limits 2025Google ↗
OBSERVEDYes / no
TurboTax Free Edition education credits Lifetime Learning Credit 2025 pricingGoogle ↗
OBSERVEDComparison

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 (4)
Short factOther / navigational50%Comparison25%ConsequenceReasonDefinitionInstructionYes / no25%

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2025 tax software FreeTaxUSA Lifetime Learning Credit education credits guided interview pricing state return Google ↗
2025 tax software TaxSlayer education credits Lifetime Learning Credit guided questions pricing Google ↗
IRS Lifetime Learning Credit tuition fees deduction expired 2020 income limits 2025 Google ↗
TurboTax Free Edition education credits Lifetime Learning Credit 2025 pricing Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 tax software FreeTaxUSA Lifetime Learning Credit education credits guided interview pricing state return
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2025 tax software TaxSlayer education credits Lifetime Learning Credit guided questions pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
IRS Lifetime Learning Credit tuition fees deduction expired 2020 income limits 2025
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
TurboTax Free Edition education credits Lifetime Learning Credit 2025 pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1