| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| B2B BNPL and net terms | Receivables and billing | 0% | 22 of 90 | 30% | 23 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 1 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 2 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Hokodo is the clear leader for European merchants requiring localized compliance and Lloyd's of London-backed credit protection.” Muse Glimmer 30B · B2B BNPL and terms · comparative prompt · alternative
“Other providers, such as Hokodo, protect invoices in full so that merchants receive full payment” Claude Haiku 4.5 · B2B BNPL and terms · comparative prompt · alternative
“Billie and Hokodo are also strong contenders for broader B2B trade-credit use cases” Perplexity Sonar · B2B BNPL and terms · direct prompt · alternative
“Offers a B2B BNPL platform that allows businesses to avoid lengthy trade credit processes” Claude Haiku 4.5 · B2B BNPL and terms · direct 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.
“Ceased operations Nov 2025 (wind-down Mar 2026)... Even heavily funded, first-mover fintechs collapse if debt facilities dry up” Qwen 3.7 Flash · B2B BNPL and terms · negative prompt · hard negative
“Former major players like Hokodo (which ceased operations to pivot to trade credit advisory) and Sprinque shut down” Gemini 3.5 Flash · B2B BNPL and terms · comparative prompt · hard negative
“Hokodo officially wound down and permanently shut down its APIs and dashboards on March 23, 2026.” Gemini 3.5 Flash · B2B BNPL and terms · negative prompt · hard negative
“the clearest avoid is Hokodo. The company says it wound down in late 2025” GPT-6 Luna · B2B BNPL and terms · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 63 of the 63 answers that named Hokodo and are not a share of its labels.
263 of the 285 domain citations in answers naming Hokodo came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 Hokodo's own pages state, read October 5, 2026: hokodo.co. 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 Hokodo'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 Hokodo, 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 Hokodo by email, built from the raw record of the edition. It shows: