12 categories · RankedTipalti
465Judge labels
60First choices
50Negative labels
12 of 12Models named it
12Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
42% in Business bill pay for enterprise buyers
Rank 6 of 60 in the mid-market standingaccepted challenger
3 of 12 models made it the first choice on the direct prompt; 11% of its 44 labels there were negative.
By buyer segmentStrongest at enterprise.
Small business48 of 53
0%25 labels
criticized challenger
Mid-market6 of 60
7%44 labels
accepted challenger
Enterprise1 of 64
18%51 labels
accepted challenger
In accounts payable automat · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Tipalti for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Accounts payable automation | Spend and procurement | 7% | 6 of 60 | 11% | 44 | accepted challenger |
| Business bill pay | Treasury and cash | 7% | 5 of 69 | 4% | 26 | accepted challenger |
| Contractor payments | Spend and procurement | 7% | 3 of 83 | 4% | 24 | accepted challenger |
| Cash application | Receivables and billing | 2% | 12 of 83 | 0% | 6 | under 10 labels · led by HighRadius at 16% |
| Cross-border payments and FX | Treasury and cash | 2% | 8 of 83 | 0% | 13 | accepted challenger |
| Global e-invoicing compliance | Tax and compliance | 2% | 6 of 108 | 7% | 14 | accepted challenger |
| Procure-to-pay | Spend and procurement | 2% | 8 of 85 | 8% | 12 | accepted challenger |
| Supplier management | Spend and procurement | 2% | 11 of 80 | 0% | 3 | under 10 labels · led by Procurify at 26% |
| B2B payment acceptance | Receivables and billing | 0% | 17 of 91 | 0% | 14 | accepted challenger |
| Invoicing software | Receivables and billing | 0% | 21 of 86 | 0% | 9 | under 10 labels · led by Wave at 19% |
| Spend management platforms | Spend and procurement | 0% | 30 of 39 | 50% | 2 | under 10 labels · led by Ramp at 49% |
| Accounts receivable automation | Receivables and billing | 0% | 70 of 77 | 0% | 1 | under 10 labels · led by Zoho Books at 15% |
Movement
This is the first edition on this tier, so no move can be computed for Tipalti yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.
By model
How each model treated Tipalti across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 6 | 2 | 0 | 9 |
| GPT-5.4 mini | 2 | 10 | 1 | 1 | 14 |
| Gemini 3.5 Flash | 4 | 11 | 4 | 3 | 22 |
| Perplexity Sonar | 2 | 9 | 2 | 1 | 14 |
| Grok 4.1 Fast | 0 | 8 | 4 | 1 | 13 |
| Mistral Small | 2 | 5 | 5 | 0 | 12 |
| DeepSeek V4 Flash | 3 | 12 | 2 | 1 | 18 |
| Llama 4 Maverick | 0 | 3 | 6 | 0 | 9 |
| Qwen 3.7 Flash | 1 | 5 | 3 | 2 | 11 |
| Kimi K2 | 1 | 9 | 8 | 1 | 19 |
| GLM 4.7 FlashX | 0 | 10 | 3 | 0 | 13 |
| MiniMax M2.5 | 0 | 9 | 5 | 0 | 14 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct115 labels24
Paraphrase65 labels14
Comparative117 labels8not counted in share
Budget-constrained56 labels19
Scale-constrained68 labels3
Negative44 labels5not counted in share
First choiceAlternativeMentionNegative465 labels in all, every segment counted; 60 of the 73 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“I'd usually recommend Tipalti if your priority is vendor onboarding tied to AP, tax compliance, and supplier payments” GPT-5.4 mini · Supplier management · paraphrase prompt · first choice
“need elite tax compliance, Tipalti is the gold standard. *Drawback: Implementation is expensive and time-consuming.*” Gemini 3.5 Flash · Business bill pay · scale prompt · first choice
“If you want a single default recommendation, I'd start with Tipalti for a typical mid-market B2B company” Perplexity Sonar · Accounts payable automat · direct prompt · first choice
“Tipalti: The gold standard for global AP automation, multi-currency payouts, and vendor tax compliance.” Gemini 3.5 Flash · Procure-to-pay · scale prompt · first choice
And against it
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.
“This is a cash-flow killer and was a major downfall for tools like Tipalti and Airbase.” Qwen 3.7 Flash · Accounts payable automat · negative prompt · hard negative
“Reddit users strongly advise avoiding it.” Grok 4.1 Fast · Accounts payable automat · negative prompt · hard negative
“Over-Engineering and High Cost: If you only pay domestic vendors, Tipalti is incredibly expensive, complex, and unnecessary.” Gemini 3.5 Flash · Accounts payable automat · negative prompt · soft negative
“removes the high monthly subscription fees common in accounting software like Bill.com or Tipalti” Qwen 3.7 Flash · Business bill pay · budget prompt · soft negative
Named alongside
The products named in the same answers as Tipalti, over the 465 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Tipalti was named but was not.
ProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Tipalti. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 377 of the 465 answers that named Tipalti and are not a share of its labels.
Domains cited
highradius.com117
tipalti.comYour site112
worldmetrics.org110
learn.g2.com105
bill.com99
ramp.com95
g2.com80
gitnux.org68
medius.com62
gartner.com60
796 of the 908 domain citations in answers naming Tipalti came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Tipalti
What the judge wrote, as written, with how often. The vendor table decides that these count as Tipalti; a claim can dispute any of them.
Tipalti FX 1
Is this your product?
Claim this page
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 Tipalti'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 Tipalti, 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 tipalti.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.