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

How do TurboTax and FreeTaxUSA compare when optimizing retirement account tax benefits for a two-person LLC?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do TurboTax and FreeTaxUSA compare when optimizing retirement account tax benefits for a two-person LLC?
3 real searches · 1 real-search pass
TurboTax FreeTaxUSA 2025 tax software Schedule K-1 self-employed retirement contributions partnership LLC Form 1065 supportGoogle ↗
OBSERVEDOther / navigational
IRS partner self-employed retirement plan contributions partnership earned income SEP 401k Publication 560 2025Google ↗
OBSERVEDReason
TurboTax Business 2025 Form 1065 FreeTaxUSA business returns partnership supportGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

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
TurboTax FreeTaxUSA 2025 tax software Schedule K-1 self-employed retirement contributions partnership LLC Form 1065 support Google ↗
IRS partner self-employed retirement plan contributions partnership earned income SEP 401k Publication 560 2025 Google ↗
TurboTax Business 2025 Form 1065 FreeTaxUSA business returns partnership support Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TurboTax FreeTaxUSA 2025 tax software Schedule K-1 self-employed retirement contributions partnership LLC Form 1065 support
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
IRS partner self-employed retirement plan contributions partnership earned income SEP 401k Publication 560 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
TurboTax Business 2025 Form 1065 FreeTaxUSA business returns partnership support
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1