# Celigo vs Zapier: which do AI models recommend for automation & ipaas, October 2026

GTM AI Recommendation Index, October 2026 Edition, Workflow automation and iPaaS. Two of fourteen models named Celigo first on the direct prompt; one named Zapier. Page: https://gtm-ai-index.com/gtm-data/workflow-automation-and-ipaas/celigo-vs-zapier/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Celigo | 12% | #3 of 11 | 0% | 18 | 12 of 14 |
| Zapier | 5% | #6 of 11 | 35% | 66 | 14 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: celigo first (first choices: Celigo) (alternatives: Make, Tray.ai, Workato, Zapier)
- DeepSeek V4 Flash: celigo first (first choices: Celigo, Workato) (alternatives: Make, Microsoft Power Automate)
- MiniMax M2.5: zapier first (first choices: Make, Zapier) (alternatives: Workato)
- GPT-5.4 mini: neither first, one named (first choices: Workato) (alternatives: Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, Zapier)
- Perplexity Sonar: neither first, one named (first choices: Workato) (alternatives: HubSpot Operations Hub, Make, Zapier)
- Grok 4.1 Fast: neither first, one named (first choices: Workato) (alternatives: Boomi, Celigo, Make, Tray.ai, Zapier)
- Kimi K2: neither first, one named (first choices: Make) (alternatives: Microsoft Power Automate, Zapier)
- GLM 4.7 FlashX: neither first, one named (first choices: Make) (alternatives: Zapier, n8n)
- Claude Haiku 4.5: neither named
- Mistral Small: neither named (first choices: Workato) (alternatives: HubSpot Marketing Hub, Jitterbit Harmony, Microsoft Power Automate)
- Llama 4 Maverick: neither named (first choices: AdRoll ABM) (alternatives: Boomi, Celigo's integrator.io)
- Qwen 3.7 Flash: neither named (first choices: Workato) (alternatives: Jitterbit Harmony, Make, Microsoft Power Automate)
- GPT-6 Luna: neither named (first choices: Workato) (alternatives: Boomi, Make, Microsoft Power Automate)
- Muse Glimmer 30B: neither named (first choices: Celigo integrator.io, Workato)

## What the models said about Celigo

- "Celigo and Workato are top picks due to their balance of ease of use, scalability, and strong B2B-focused features" (Mistral Small, paraphrase prompt, first choice)
- "→ Start with Celigo. It hits the sweet spot of capability, cost, and usability for mid-market B2B." (Kimi K2, paraphrase prompt, first choice)
- "Celigo for most NetSuite‑centric or SaaS‑heavy stacks with a mix of IT and business users" (GLM 4.7 FlashX, paraphrase prompt, first choice)

## What the models said about Zapier

- "lacks the governance, error-handling, and scalability needed for core B2B operations... Use for ad-hoc automations, not your backbone." (DeepSeek V4 Flash, direct prompt, hard negative)
- "Zapier remains SOC 2 Type II / SOC 3 certified and is fastest for simple low-volume workflows, but be cautious for regulated data, high-volume or credential-sensitive flows." (Muse Glimmer 30B, negative prompt, soft negative)
- "Zapier - Offers a wide range of integrations (7,000+ apps) and a user-friendly interface. It has a free plan available" (Llama 4 Maverick, budget prompt, first choice)
- "Zapier: The market leader. Known for having the most integrations (5,000+) and being the easiest to set up." (Qwen 3.7 Flash, comparative prompt, first choice)
- "Zapier wins for non-technical teams (zero learning curve)... Zapier/Make for general SaaS automation" (Grok 4.1 Fast, comparative prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.