7 categories · RankedInvoiced
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Invoicing software | Receivables and billing | 14% | 4 of 86 | 20% | 15 | accepted challenger |
| Accounts receivable automation | Receivables and billing | 0% | 20 of 77 | 0% | 8 | under 10 labels · led by Zoho Books at 15% |
| Global e-invoicing compliance | Tax and compliance | 0% | 108 of 108 | 100% | 3 | under 10 labels · led by Avalara at 28% |
| B2B payment acceptance | Receivables and billing | 0% | 30 of 91 | 0% | 2 | under 10 labels · led by Helcim at 17% |
| Accounts payable automation | Spend and procurement | 0% | 30 of 60 | 0% | 1 | under 10 labels · led by Stampli at 19% |
| B2B credit management | Receivables and billing | 0% | 43 of 82 | 0% | 1 | under 10 labels · led by Tesorio at 16% |
| Cash application | Receivables and billing | 0% | 36 of 83 | 0% | 1 | under 10 labels · led by HighRadius at 16% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 3 | 0 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 2 | 3 | 0 | 5 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 1 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Best overall for mid‑market B2B: Invoiced (by Flywire) if you want end‑to‑end AR automation and global payments.” GLM 4.7 FlashX · Invoicing software · direct prompt · first choice
“For a mid-sized B2B company specifically, Invoiced is the strongest dedicated choice.” DeepSeek V4 Flash · Invoicing software · paraphrase prompt · first choice
“For mid-market (under $100M AR): Look at Invoiced (highest user satisfaction on G2)” DeepSeek V4 Flash · Cash application · negative prompt · first choice
“SAP and Invoiced are excellent for comprehensive invoicing and compliance” Mistral Small · Invoicing software · direct 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.
“Reviews dropped sharply after its acquisition by Flywire, with long-term customers reporting sudden cancellation of accounts without warning” DeepSeek V4 Flash · Global e-invoicing compl · negative prompt · hard negative
“users frequently complain about payment issues, restrictive invoice caps that increase costs, and poor customer support” Mistral Small · Invoicing software · negative prompt · hard negative
“Rated "Poor" (~2.6/5 on Trustpilot). Long-term users report sudden account cancellations without warning” Kimi K2 · Global e-invoicing compl · negative prompt · hard negative
“Support deterioration ... Unexpected cancellations ... Integration problems” MiniMax M2.5 · Invoicing software · negative prompt · hard negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 63 of the 65 answers that named Invoiced and are not a share of its labels.
Domains cited
172 of the 172 domain citations in answers naming Invoiced came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Invoiced
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