| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Workflow orchestration | Data platform | 4% | 8 of 86 | 32% | 25 | criticized challenger |
| API management | Developer platform | 0% | 39 of 55 | 0% | 1 | under 10 labels · led by Kong Gateway at 37% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 1 | 4 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 1 | 3 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“For most small businesses, Make and Zapier are the best balance of cost and ease of use.” Mistral Small · Orchestration · budget prompt · first choice
“### 1. Zapier (Best for Non-Technical Teams)” MiniMax M2.5 · Orchestration · budget prompt · first choice
“Zapier and Make are ideal for rapid, visual automation across many SaaS tools.” GLM 4.7 FlashX · Orchestration · comparative prompt · alternative
“Make or Zapier for rapid, broad app connectivity with less technical overhead” Kimi K2 · Orchestration · scale 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.
“engineers should avoid using them for core backend operations” Gemini 3.5 Flash · Orchestration · negative prompt · hard negative
“Relying purely on visual drag-and-drop builders like Zapier or Make.com for core data processing... Avoid for high-complexity, high-stakes transactions.” Qwen 3.7 Flash · Orchestration · negative prompt · soft negative
“lack the durability and developer-friendly features needed for complex, long-running, or stateful workflows” Mistral Small · Orchestration · negative prompt · soft negative
“Zapier is too simplistic and quickly becomes prohibitively expensive at scale due to task-based pricing.” Gemini 3.5 Flash · Orchestration · direct 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 86 of the 107 answers that named Zapier and are not a share of its labels.
309 of the 371 domain citations in answers naming Zapier 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 Zapier'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 Zapier, 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 zapier.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.