Real ChatGPT answer · index seedfVSxw1evOnccompleteFinance and banking · retirement accountscommercial
Can you compare the tax advantages of a traditional setup versus a Roth retirement account for a self employed consultant in Texas
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the tax advantages of a traditional setup versus a Roth retirement account for a self employed consultant in Texas
3 real searches · 1 real-search pass
IRS 2026 retirement plan contribution limits 401k IRA self-employed solo 401k SEP IRA Roth IRA income limitsGoogle ↗
OBSERVEDReason
IRS self-employed retirement plans deduction contributions solo 401k SEP IRA Roth IRA rulesGoogle ↗
OBSERVEDReason
Texas no individual income tax official state comptrollerGoogle ↗
OBSERVEDYes / no
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IRS 2026 retirement plan contribution limits 401k IRA self-employed solo 401k SEP IRA Roth IRA income limits Google ↗
IRS self-employed retirement plans deduction contributions solo 401k SEP IRA Roth IRA rules Google ↗
Texas no individual income tax official state comptroller Google ↗
- COLA increases for dollar limitations on benefits and contributions · irs.gov
- One Participant 401k Plans · irs.gov
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- Publication 560 (2025), Retirement Plans for Small Business · irs.gov
- Retirement plans: FAQs regarding SEPs · irs.gov
- A Field Guide to the Taxes of Texas · comptroller.texas.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 retirement plan contribution limits 401k IRA self-employed solo 401k SEP IRA Roth IRA income limits OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS self-employed retirement plans deduction contributions solo 401k SEP IRA Roth IRA rules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas no individual income tax official state comptroller OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |