| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Invoicing software | Receivables and billing | 0% | 85 of 86 | 100% | 4 | under 10 labels · led by Wave at 19% |
| Global e-invoicing compliance | Tax and compliance | 0% | 105 of 108 | 100% | 2 | under 10 labels · led by Avalara at 28% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 2 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
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.
“Invoice Simple has faced an influx of heavy user criticism and holds an "F" rating with the Better Business Bureau (BBB).” Gemini 3.5 Flash · Invoicing software · negative prompt · hard negative
“Recurring themes of sudden subscription fee jumps, automatic charges from accidental clicks” DeepSeek V4 Flash · Global e-invoicing compl · negative prompt · hard negative
“Associated with chargeback disputes and trust issues according to user reports” MiniMax M2.5 · Invoicing software · negative prompt · hard negative
“difficult to cancel as you have to call, there have been outages, and customer support takes a long time to respond” Claude Haiku 4.5 · Invoicing software · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 11 of the 14 answers that named Invoice Simple and are not a share of its labels.
Forty-four of the forty-four domain citations in answers naming Invoice Simple 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 Invoice Simple'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 Invoice Simple, 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 invoices.page 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.