# Workflow automation and iPaaS: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "workflow automation and integration platform" and as "iPaaS", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/2026-11

**Standing:** Workato leads with 35% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Workato](https://www.gane.ai/index/gtm/vendors/workato/index.md) | 35% | 8% | 59 |
| 2 | [Make](https://www.gane.ai/index/gtm/vendors/make/index.md) | 24% | 19% | 63 |
| 3 | [Celigo](https://www.gane.ai/index/gtm/vendors/celigo/index.md) | 9% | 5% | 21 |
| 4 | [Zapier](https://www.gane.ai/index/gtm/vendors/zapier/index.md) | 9% | 39% | 69 |
| 5 | [n8n](https://www.gane.ai/index/gtm/vendors/n8n/index.md) | 5% | 20% | 51 |
| 6 | [Microsoft Power Automate](https://www.gane.ai/index/gtm/vendors/microsoft-power-automate/index.md) | 4% | 14% | 50 |
| 7 | [Boomi Enterprise Platform](https://www.gane.ai/index/gtm/vendors/boomi-enterprise-platform/index.md) | 4% | 23% | 35 |
| 14 | [Tray.ai](https://www.gane.ai/index/gtm/vendors/tray-ai/index.md) | 0% | 15% | 20 |
| 19 | [Monday.com](https://www.gane.ai/index/gtm/vendors/monday-com/index.md) | 0% | 20% | 10 |
| 20 | [UiPath](https://www.gane.ai/index/gtm/vendors/uipath/index.md) | 0% | 31% | 16 |
| 75 | [MuleSoft Anypoint Platform](https://www.gane.ai/index/gtm/vendors/mulesoft-anypoint-platform/index.md) | 0% | 50% | 30 |

Rank is by share of first choices among all 75 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: HubSpot Marketing Hub; alternatives Boomi Enterprise Platform, Workato, Zapier
- GPT-5.4 mini: Workato; alternatives Boomi Enterprise Platform, Zapier
- Gemini 3.5 Flash: Workato; alternatives Celigo, Make, n8n
- Perplexity Sonar: Workato; alternatives Boomi Enterprise Platform, Celigo, Cleo Integration Cloud, Jitterbit Harmony
- Grok 4.20: Workato; alternatives Boomi Enterprise Platform, Make, Microsoft Power Automate, Tray.ai
- Mistral Small: Workato; alternatives Boomi Enterprise Platform, HubSpot Marketing Hub, Microsoft Power Automate, Zapier
- DeepSeek V4 Flash: Workato; alternatives Celigo, Make, Tray.ai, Zapier
- Llama 4 Maverick: Workato; alternatives Boomi Enterprise Platform, Celigo, Kye, Make
- Qwen 3.7 Flash: Workato; alternatives Make, Microsoft Power Automate, Tray.ai, Zapier
- Kimi K2: Zapier; alternatives HubSpot Operations Hub, Make, Tray.ai, Workato
- GLM 4.7 FlashX: Workato; alternatives Boomi Enterprise Platform, Make, Microsoft Power Automate, Zapier
- MiniMax M2.5: Make, Zapier; alternatives SnapLogic, Workato
- GPT-6 Luna: Workato; alternatives Celigo, Microsoft Power Automate, Zapier
- Muse Glimmer 30B: Workato; alternatives Boomi Enterprise Platform, Celigo, Make, Zapier

## Sources the answers cite

76 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- ones.com: 34 answers, 113 citations
- zapier.com: 29 answers, 60 citations
- make.com: 12 answers, 13 citations
- trustradius.com: 11 answers, 12 citations
- technologyadvice.com: 11 answers, 11 citations
- automationatlas.io: 10 answers, 13 citations
- resources.rework.com: 10 answers, 11 citations
- munro.agency: 10 answers, 10 citations

Pages named in the most answers:

- https://zapier.com/compare (17 answers)
- https://munro.agency/insights/top-workflow-automation-and-integration-platforms (10 answers)
- https://technologyadvice.com/blog/project-management/best-workflow-automation-software (10 answers)
- https://make.com/blog/best-automated-workflow-tools-for-scaling-manual-processes (8 answers)
- https://resources.rework.com/tools/automation/best-workflow-automation-software-2026 (8 answers)
- https://snaplogic.com/blog/workflow-automation-tools-mid-size-companies (7 answers)
- https://trustradius.com/categories/integration-platform-as-a-service?company-size (7 answers)
- https://blog.hubspot.com/marketing/ipaas-vendors (6 answers)
- https://guideflow.com/blog/workflow-automation-platforms (6 answers)
- https://ones.com/blog/ones-solutions/top-8-workflow-automation-platforms-compared-for-enterprise (6 answers)

## Warned against

- Zapier: 27 of 69 labels negative. "Highest Caution / Often Recommended to Avoid for Most Users - Zapier: Frequently cited for poor customer support" (Grok 4.20, negative prompt)
- Make: 12 of 63 labels negative. "tools not suitable for enterprise-scale automation due to their consumer/SMB focus" (Mistral Small, negative prompt)
- MuleSoft Anypoint Platform: 15 of 30 labels negative. "Avoid starting with MuleSoft or Informatica unless you already have a dedicated integration/API team" (Perplexity Sonar, paraphrase prompt)
- n8n: 10 of 51 labels negative. "n8n — Multiple Critical Vulnerabilities (2025–2026)... The pattern shows that n8n has patched critical vulnerabilities only to have researchers find new bypasses shortly after." (MiniMax M2.5, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Workato at 35%.

- Workato: 28% to 35%, +7. Inside the floor by 4 points · rank 1 of 75, unchanged.
- Boomi Enterprise Platform: 9% to 4%, −5. Inside the floor by 6 points · rank 5 → 7 of 75.
- Tray.ai: 5% to 0%, −5. Inside the floor by 6 points · rank 7 → 14 of 75.
- Zapier: 5% to 9%, +4. Inside the floor by 7 points · rank 6 → 4 of 75.
- n8n: 9% to 5%, −4. Inside the floor by 7 points · rank 4 → 5 of 75.
- Microsoft Power Automate: 0% to 4%, +4. Inside the floor by 7 points · rank 15 → 6 of 75.
- Make: 21% to 24%, +3. Inside the floor by 8 points · rank 2 of 75, unchanged.
- Celigo: 12% to 9%, −3. Inside the floor by 8 points · rank 3 of 75, unchanged.
- Activepieces: 2% to 0%, −2. Inside the floor by 9 points · rank 9 → 16 of 75.
- Pabbly Connect: 2% to 0%, −2. Inside the floor by 9 points · rank 8 → 32 of 75.
- Monday.com: 0% to 0%, ±0. Inside the floor by 11 points · rank 21 → 19 of 75.
- UiPath: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 20 of 75.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.