# Assemble: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/assemble

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pay equity](https://www.gane.ai/index/hr/rewards/pay-equity/index.md) | 0% | 39 | 0% | 2 |
| [Compensation management](https://www.gane.ai/index/hr/rewards/compensation-management/index.md) | 0% | 54 | 0% | 1 |

## What the models said for it

- "Choose Deel when global payroll, employment compliance, and compensation need to work together." (Perplexity Sonar, Compensation management)

## 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 Assemble, from 2 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- peoplemanagingpeople.com: 2
- capterra.com: 1
- captivateiq.com: 1
- comprehensive.io: 1
- gitnux.org: 1
- hibob.com: 1
- leadchangegroup.com: 1
- learn.g2.com: 1
- quotapath.com: 1
- ravio.com: 1

### Pages cited

- https://capterra.com/resources/best-compensation-management-software-reviews-analysis: 1
- https://captivateiq.com/blog/best-compensation-management-software: 1
- https://comprehensive.io/content/best-compensation-management-software: 1
- https://gitnux.org/best/pay-equity-analysis-software: 1
- https://hibob.com/blog/best-compensation-management-software: 1
- https://leadchangegroup.com/compensation-management-software: 1
- https://learn.g2.com/best-compensation-management-software: 1
- https://peoplemanagingpeople.com/tools/best-ai-pay-equity-software: 1

## In its own words

What Assemble's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Workforce Management Built for the AI Era (https://assembled.com/)
- For: support teams (https://assembled.com/)
- Price stated: WFM is priced per agent per month, plus a platform fee. Copilot is also priced per agent per month. AI Agents are priced per conversation with the option to also price by resolution for AI Voice. Core $25 /month, Pro $45 /month, Enterprise $75 /month. (https://www.assembled.com/pricing)
- Starting price: $25 /month (https://www.assembled.com/pricing)
- Certifications: SOC 2, GDPR, HIPAA
- Customers named: Ramp, Canva, HubSpot, Robinhood, Stripe, DailyPay, Arbiter Sports, Marshmallow

## What it publishes

Every page assembled.com exposes, read 2026-09-29: 727 addresses. By kind, pages and the last 90 days:

- blog: 263 pages, 3 in the last 90 days, latest 2026-08-31
- case study: 42 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2024-11-26
- comparison: 16 pages, 0 in the last 90 days, latest 2025-09-16
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 6 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-31 blog: August 2026 product roundup https://www.assembled.com/blog/august-2026-product-roundup
- Recent: 2026-08-07 blog: Code review bottlenecks how we hill climbed our way to higher pr throughput https://www.assembled.com/blog/code-review-bottlenecks-how-we-hill-climbed-our-way-to-higher-pr-throughput
- Recent: 2026-07-30 blog: Introducing workflow monitoring https://www.assembled.com/blog/introducing-workflow-monitoring
- Recent: 2026-06-25 blog: Introducing data connectors https://www.assembled.com/blog/introducing-data-connectors
- Recent: 2026-06-15 blog: Assembled mcp use cases https://www.assembled.com/blog/assembled-mcp-use-cases
- Recent: 2026-05-21 blog: Assembled mcp https://www.assembled.com/blog/assembled-mcp

## 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.