The standing depends on who is buying. Every model is asked the same questions for each company size.
TaxAct Business is first at 29%.
Bloomberg Tax Provision is first at 19%.
Thomson Reuters ONESOURCE Tax Provision is first at 77%.
“TurboTax Business is also frequently listed as a mobile-friendly tax preparation program for small to medium-sized businesses”Muse Glimmer 30B · Budget-constrained question · alternative
“Other options include Longview Tax, Account Ability, TurboTax Business, and Intuit Lacerte.”Llama 4 Maverick · Paraphrase question · alternative
“Suitable for simple C-Corps or LLCs ... Not suitable for multi-entity corporations.”Qwen 3.7 Flash · Budget-constrained question · alternative
“TurboTax Business is more affordable and user-friendly for federal/state returns.”Grok 4.20 · Paraphrase question · alternative
“TurboTax discontinued accepting `.csv` files ... Users frequently report that the software fails to process these PDFs, resulting in incomplete tax filings.”GLM 4.7 FlashX · Negative question · warning
“Reddit users in r/CryptoTax frequently call them "the worst" for crypto... Avoid for anything beyond basic imports.”Grok 4.20 · Negative question · warning
“TurboTax has been heavily criticized in the 2024-2025 tax seasons specifically for cryptocurrency support”DeepSeek V4 Flash · Negative question · warning
“though it may not offer advanced provision features”Mistral Small · Budget-constrained question · warning
The products named in the same answers as TurboTax Business, over the 47 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 30 | 14 | View → | |
| 19 | 5 | View → | |
| 19 | 1 | View → | |
| 18 | 4 | View → | |
| 17 | 1 | View → | |
| 10 | 1 | View → | |
| 9 | 2 | View → | |
| 9 | 1 | View → | |
| 8 | 0 | View → | |
| 8 | 0 | View → |
What the models named instead of TurboTax Business →
A side-by-side page exists where both products are among a category's top eight.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 47 of the 47 answers that named TurboTax Business and are not a share of its labels.
No domain is on file for TurboTax Business, so its own site is not marked. Seventeen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |