Real ChatGPT answer · index seedi0jDNC5y1socompleteFinance and banking · taxes and tax softwarecommercial
looking for a comprehensive tax software review focusing on education credit limits for college savings
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
looking for a comprehensive tax software review focusing on education credit limits for college savings
3 real searches · 1 real-search pass
2026 tax software review education credits 529 plans TurboTax H&R Block FreeTaxUSA TaxAct education credit supportGoogle ↗
OBSERVED
IRS 2026 education credits American Opportunity Lifetime Learning credit income limits 529 qualified expensesGoogle ↗
OBSERVED
IRS 529 plan qualified expenses 2026 contribution limits education tax benefits coordination AOTCGoogle ↗
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
2026 tax software review education credits 529 plans TurboTax H&R Block FreeTaxUSA TaxAct education credit support Google ↗
IRS 2026 education credits American Opportunity Lifetime Learning credit income limits 529 qualified expenses Google ↗
IRS 529 plan qualified expenses 2026 contribution limits education tax benefits coordination AOTC Google ↗
- Where do I enter a 1099-Q? · ttlc.intuit.com
- What education tax credits are available? · ttlc.intuit.com
- TurboTax · turbotax.intuit.com
- H&R Block · hrblock.com
- FreeTaxUSA® - Free Online Tax Filing for Federal Returns · freetaxusa.com
- FreeTaxUSA® - Free Online Tax Filing for Federal Returns · freetaxusa.com
- FreeTaxUSA® - Free Online Tax Filing for Federal Returns · freetaxusa.com
- FreeTaxUSA® - Free Online Tax Filing for Federal Returns · freetaxusa.com
- FreeTaxUSA · freetaxusa.com
- Form 1099-Q · support.taxact.com
- Qualified Tuition Programs (QTP or 529 Plan) · support.taxact.com
- TaxAct · taxact.com
- Publication 970: Tax Benefits for Education · irs.gov
- Qualified Ed expenses · irs.gov
- Maryland 529 tax advantages · maryland529.com
- Help Center · maryland529.com
- 2026 Instructions for Form 8863 · irs.gov
- Education credits - AOTC and LLC · irs.gov
- 2026 Regular Session - Fiscal and Policy Note for House Bill 930 · mgaleg.maryland.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 tax software review education credits 529 plans TurboTax H&R Block FreeTaxUSA TaxAct education credit support OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS 2026 education credits American Opportunity Lifetime Learning credit income limits 529 qualified expenses OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS 529 plan qualified expenses 2026 contribution limits education tax benefits coordination AOTC OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |