| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Billing and subscription management | Revenue operations | 4% | 4 of 57 | 25% | 8 | under 10 labels · led by Chargebee at 58% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 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.
“the best choice is usually Zoho Subscriptions if you want the lowest-cost, SMB-friendly option” Perplexity Sonar · Billing · budget prompt · first choice
“I recommend starting with Stripe Billing (if using Stripe) or Zoho Subscriptions free plan” Mistral Small · Billing · budget prompt · first choice
“Often cheaper flat-rate options ($50/mo range) if you are in the Zoho ecosystem.” Qwen 3.7 Flash · Billing · budget prompt · alternative
“Best for Small Teams - Free for up to 20 subscribers/customers and 1 user” Kimi K2 · Billing · budget 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.
“Poor support, buggy integrations, performance issues, limited scalability” DeepSeek V4 Flash · Billing · negative prompt · soft negative
“Poor support responsiveness: Slow response times during problems” MiniMax M2.5 · Billing · 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 1 of the 22 answers that named Zoho Subscriptions and are not a share of its labels.
Ten of the ten domain citations in answers naming Zoho Subscriptions came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
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 Zoho Subscriptions'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 Zoho Subscriptions, 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 zoho.com 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.