| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Account reconciliation | Accounting and close | 10% | 4 of 72 | 13% | 15 | accepted challenger |
| Revenue recognition | Accounting and close | 6% | 5 of 77 | 41% | 17 | criticized challenger |
| Cash application | Receivables and billing | 2% | 14 of 83 | 0% | 4 | under 10 labels · led by HighRadius at 16% |
| Financial reporting and dashboards | Planning and analysis | 2% | 14 of 133 | 25% | 12 | criticized challenger |
| AI accounting assistants | Accounting and close | 0% | 15 of 79 | 22% | 36 | accepted challenger |
| Accounting software | Accounting and close | 0% | 12 of 56 | 46% | 35 | criticized challenger |
| Global e-invoicing compliance | Tax and compliance | 0% | 24 of 108 | 23% | 13 | accepted challenger |
| Expense management | Spend and procurement | 0% | 24 of 46 | 20% | 5 | under 10 labels · led by Ramp at 34% |
| Accounts receivable automation | Receivables and billing | 0% | 35 of 77 | 0% | 3 | under 10 labels · led by Zoho Books at 15% |
| Cash flow forecasting | Treasury and cash | 0% | 77 of 86 | 67% | 3 | under 10 labels · led by Agicap at 18% |
| Business bill pay | Treasury and cash | 0% | 57 of 69 | 50% | 2 | under 10 labels · led by BILL at 35% |
| Financial close management | Accounting and close | 0% | 29 of 68 | 0% | 2 | under 10 labels · led by FloQast at 60% |
| Financial consolidation | Accounting and close | 0% | 58 of 96 | 0% | 2 | under 10 labels · led by Prophix at 19% |
| B2B credit management | Receivables and billing | 0% | 48 of 82 | 0% | 1 | under 10 labels · led by Tesorio at 16% |
| Contractor payments | Spend and procurement | 0% | 40 of 83 | 0% | 1 | under 10 labels · led by Deel at 27% |
| Corporate tax provision | Tax and compliance | 0% | 54 of 98 | 0% | 1 | under 10 labels · led by Thomson Reuters ONESOURCE Tax Provision at 26% |
| Procure-to-pay | Spend and procurement | 0% | 55 of 85 | 0% | 1 | under 10 labels · led by Procurify at 45% |
| Supplier management | Spend and procurement | 0% | 45 of 80 | 0% | 1 | under 10 labels · led by Procurify at 26% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 4 | 5 | 0 | 11 |
| GPT-5.4 mini | 3 | 1 | 1 | 4 | 9 |
| Gemini 3.5 Flash | 3 | 6 | 3 | 11 | 23 |
| Perplexity Sonar | 3 | 4 | 0 | 3 | 10 |
| Grok 4.1 Fast | 2 | 9 | 1 | 11 | 23 |
| Mistral Small | 2 | 4 | 1 | 1 | 8 |
| DeepSeek V4 Flash | 2 | 4 | 5 | 1 | 12 |
| Llama 4 Maverick | 0 | 2 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 3 | 3 | 5 | 4 | 15 |
| Kimi K2 | 4 | 4 | 2 | 3 | 13 |
| GLM 4.7 FlashX | 2 | 6 | 3 | 4 | 15 |
| MiniMax M2.5 | 3 | 3 | 4 | 1 | 11 |
Verbatim evidence the judge attached to positive labels.
“QuickBooks remains the "safe default" in the US because nearly every accountant and bookkeeper already uses it, with the largest app integration ecosystem.” Kimi K2 · Accounting software · comparative prompt · first choice
“The market share leader. It is the industry standard... A standard Small Business | QuickBooks Online | Largest ecosystem” Qwen 3.7 Flash · Accounting software · comparative prompt · first choice
“For most small businesses, QuickBooks with Intuit Intelligence offers the best balance of affordability and AI capability.” Qwen 3.7 Flash · AI accounting assistants · comparative prompt · first choice
“### 1. QuickBooks Payments / QuickBooks Online (~$22-80/month) - Best for: Small businesses already using QuickBooks” Kimi K2 · Cash application · budget prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“QuickBooks Online (Intuit) – Highest Caution (Risk Score: 54/100)... Avoid if: You need reliable support or stable pricing” Grok 4.1 Fast · Accounting software · negative prompt · hard negative
“do not offer native, robust revenue recognition engines that meet full GAAP standards out-of-the-box ... Why to Avoid” Qwen 3.7 Flash · Revenue recognition · negative prompt · hard negative
“your company has graduated past standard Small/Mid-sized Business tools (like QuickBooks Online or Xero)” Qwen 3.7 Flash · Accounting software · scale prompt · hard negative
“Basic Accounting Tools Without Native RevRec (QuickBooks, Xero) – Avoid for Complex Needs” Grok 4.1 Fast · Revenue recognition · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 459 of the 554 answers that named QuickBooks Online and are not a share of its labels.
813 of the 813 domain citations in answers naming QuickBooks Online came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when QuickBooks Online's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as QuickBooks Online, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at quickbooksonline.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.