# Pipefy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/pipefy

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [HR help desk and case management](https://www.gane.ai/index/hr/experience/hr-help-desk-and-case-management/index.md) | 0% | 63 | 0% | 1 |

## What the models said for it

- "Choose Pipefy when configurable process automation matters more than a full HR suite." (Perplexity Sonar, HR help desk)

## By model

| Model | First choice | Alternative | Mention | Warning | 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 | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Pipefy, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- guideflow.com: 2
- peoplemanagingpeople.com: 2
- aihr.com: 1
- findhrsoftware.com: 1
- hrmorning.com: 1
- hubengage.com: 1
- kollabhr.com: 1
- lattice.com: 1
- lupahire.com: 1

### Pages cited

- https://guideflow.com/blog/hr-service-delivery-software: 2
- https://peoplemanagingpeople.com/tools/hr-service-delivery-software: 2
- https://aihr.com/blog/hr-service-delivery: 1
- https://findhrsoftware.com/best-hr-service-delivery-software: 1
- https://g2.com/categories/hr-service-delivery: 1
- https://g2.com/categories/hr-service-delivery/small-business: 1
- https://g2.com/discussions/which-hr-service-delivery-platforms-work-best-for-a-company-scaling-through-rapid-headcount-growth-that-needs-case-management-and-self-service-to-keep-pace-with-the-team: 1
- https://g2.com/discussions/which-hr-service-delivery-tools-work-well-for-a-team-without-dedicated-it-support-that-still-needs-to-deliver-a-consistent-high-quality-employee-service-experience: 1

## In its own words

What Pipefy's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI Agents for Workflow Automation (https://pipefy.com/)
- For: companies (https://pipefy.com/)
- Price stated: Free; Contact Sales (https://www.pipefy.com/pricing)
- Starting price: Free (https://www.pipefy.com/pricing)
- Free plan or trial: Try for free (https://pipefy.com/)
- Integrations claimed: 500 (https://www.pipefy.com/pricing)
- Hosting: USA
- Customers named: Accenture, Samsonite, Bloomin Brands, Mantiqueira, Infina Financial Services, Loft, EvoluServices, Puma

## What it publishes

Every page pipefy.com exposes, read 2026-09-29: 8974 addresses. By kind, pages and the last 90 days:

- blog: 677 pages, 13 in the last 90 days, latest 2026-09-21
- case study: 119 pages, 3 in the last 90 days, latest 2026-09-24
- webinar or virtual event: 69 pages, 0 in the last 90 days, latest 2025-11-27
- conference or event: 98 pages, 0 in the last 90 days, latest 2026-02-24
- report or ebook: 27 pages, 0 in the last 90 days, latest 2026-04-01
- comparison: 81 pages, 1 in the last 90 days, latest 2026-08-13
- template or tool: 428 pages, 0 in the last 90 days, latest 2026-05-29
- glossary or explainer: 115 pages, 3 in the last 90 days, latest 2026-09-02
- podcast or video: 2 pages, 0 in the last 90 days, latest 2024-07-22
- news or press: 453 pages, 6 in the last 90 days, latest 2026-09-24
- Recent: 2026-09-24 case study: Algar https://www.pipefy.com/success-story/algar
- Recent: 2026-09-24 news or press: Sobhan daliry cpo ai strategy leader at pipefy interview series https://www.pipefy.com/newsroom/sobhan-daliry-cpo-ai-strategy-leader-at-pipefy-interview-series/
- Recent: 2026-09-21 blog: Agentic ai for enterprise https://www.pipefy.com/blog/agentic-ai-for-enterprise
- Recent: 2026-09-16 blog: Legacy system integration without downtime https://www.pipefy.com/blog/legacy-system-integration-without-downtime
- Recent: 2026-09-14 blog: It modernization roadmap legacy systems https://www.pipefy.com/blog/it-modernization-roadmap-legacy-systems
- Recent: 2026-09-10 news or press: Pipefy launches ai agent gallery with ready to deploy agents for hr https://www.pipefy.com/newsroom/pipefy-launches-ai-agent-gallery-with-ready-to-deploy-agents-for-hr

## Record

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