What are the main problems people run into when trying to automate annual tax filings using just-works software instead of an accountant?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main problems people run into when trying to automate annual tax filings using just-works software instead of an accountant?
2 real searches · 1 real-search pass
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)
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
IRS tax return common errors tax software complex tax situations self employed deductions estimated taxes recordkeeping 2025 Google ↗
IRS tax software limitations tax professionals complex returns amended returns audit representation tax preparation Google ↗
- Errors taxpayers should watch out for when preparing a tax return · irs.gov
- Tax Tip 2026-13: Common tax return mistakes to avoid · content.govdelivery.com
- Topic no. 254, How to choose a tax return preparer · irs.gov
- IRS audits · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS tax return common errors tax software complex tax situations self employed deductions estimated taxes recordkeeping 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS tax software limitations tax professionals complex returns amended returns audit representation tax preparation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |