| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Invoicing software | Receivables and billing | 0% | 59 of 71 | 50% | 10 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounts receivable automation | Receivables and billing | 0% | 37 of 79 | 0% | 1 | under 10 labels · led by Upflow at 17% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Global e-invoicing compliance | Tax and compliance | 0% | 119 of 136 | 100% | 1 | under 10 labels · led by Avalara E-Invoicing at 25% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Invoicing software | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 82 → 59 of 71 |
| Accounts receivable auto | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 48 → 37 of 79 |
| Global e-invoicing compl | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 119 of 136, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 2 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“good if you mainly need fast invoicing and payment acceptance, but transaction fees can add up” GPT-5.4 mini · Accounts receivable auto · budget prompt · alternative
“For simplicity and cost savings, PayPal Invoicing is worth considering.” Mistral Small · Invoicing software · paraphrase prompt · alternative
“PayPal Invoicing (for simplicity)... often safer, more transparent bets” Qwen 3.7 Flash · Invoicing software · negative prompt · alternative
“Best if you want simple PayPal-based invoicing: PayPal Invoicing” GPT-5.4 mini · Invoicing software · comparative prompt · alternative
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.
“PayPal Invoicing - due to its narrow payment ecosystem, weak invoice tracking, and limited controls for recurring billing and overdue invoices management.” Llama 4 Maverick · Invoicing software · negative prompt · hard negative
“invoicing tools to approach with caution ... PayPal Invoicing ... High processing fees ... Account holds” Kimi K2 · Invoicing software · negative prompt · hard negative
“PayPal's automated risk-detection systems are notorious for flagging accounts and freezing funds.” Gemini 3.5 Flash · Invoicing software · negative prompt · soft negative
“it lacks many customizable features that many leading invoicing platforms provide” Llama 4 Maverick · Global e-invoicing compl · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 23 of the 25 answers that named PayPal Invoicing and are not a share of its labels.
Eighty-one of the eighty-one domain citations in answers naming PayPal Invoicing came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What PayPal Invoicing's own pages state, read September 28, 2026: developer.paypal.com/invoicing/about, developer.paypal.com/invoicing/errors, developer.paypal.com/invoicing/object, developer.paypal.com/invoicing/templates, developer.paypal.com/invoicing/dashboard. A claimed page can correct any of 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 PayPal Invoicing'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 PayPal Invoicing, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for PayPal Invoicing by email, built from the raw record of the edition. It shows: