| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Merchants of record | Receivables and billing | 17% | 2 of 45 | 0% | 29 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 2 | 1 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 1 | 0 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 0 | 4 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Cleverbridge is the most enterprise-grade MoR on the market... Choose Cleverbridge if your sales team heavily drives deals via custom contracts” Gemini 3.5 Flash · Merchants of record · direct prompt · first choice
“Cleverbridge is the top choice due to its strong B2B focus, billing complexity handling, and enterprise-grade capabilities” MiniMax M2.5 · Merchants of record · direct prompt · first choice
“the best fit for higher‑touch, B2B‑focused sales cycles, invoicing, and complex enterprise procurement workflows” GLM 4.7 FlashX · Merchants of record · direct prompt · first choice
“Especially well-suited for mid-market and enterprise B2B SaaS companies with complex billing needs” Mistral Small · Merchants of record · direct prompt · first choice
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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 88 of the 89 answers that named Cleverbridge and are not a share of its labels.
341 of the 421 domain citations in answers naming Cleverbridge 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.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 115 | 2 | 2026-08-26 | Merchants of record | |
| News or press | 39 | 0 | 2025-03-31 | ||
| Comparison | 4 | 0 | 2026-05-29 | Merchants of record | |
| Glossary or explainer | 3 | 0 | 2023-06-14 | ||
| Report or ebook | 1 | undated | |||
| Template or tool | 1 | undated |
Every page cleverbridge.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.
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 Cleverbridge's own pages state, read October 5, 2026: cleverbridge.com, cleverbridge.com/corporate/technology/security, cleverbridge.com/corporate/solutions/pricing, cleverbridge.com/corporate/company/partners. 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 Cleverbridge'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 Cleverbridge, 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 Cleverbridge by email, built from the raw record of the edition. It shows:
Cleverbridge is among the products AI models recommend first in Merchants of record this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.