# Assembly: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 5 judge labels across 1 categories by 4 of 14 models. Page: https://gtm-ai-index.com/vendors/assembly/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Client onboarding platforms | 0% | 24 | 0% | 5 |

## What the models said for it

- "Best for: professional services firms needing a branded portal plus CRM/work management." (GPT-5.4 mini, Client onboarding)
- "If you want an all-in-one client portal with a low entry point: Assembly at $29/mo" (Muse Glimmer 30B, Client onboarding)
- "Assembly is the gold standard for "branded portal" experiences." (Gemini 3.5 Flash, Client onboarding)

## What it publishes

Every page assembly.com exposes, read 2026-10-05: 1206 addresses. By kind, pages and the last 90 days:

- blog: 270 pages, 18 in the last 90 days, latest 2026-09-16
- case study: 13 pages, 0 in the last 90 days, latest undated
- conference or event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 71 pages, 12 in the last 90 days, latest 2026-09-16
- template or tool: 35 pages, 0 in the last 90 days, latest 2024-05-30
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2025-08-28
- Recent: 2026-09-16 comparison: Freshdesk alternatives https://assembly.com/blog/freshdesk-alternatives
- Recent: 2026-09-16 blog: Document workflow automation https://assembly.com/blog/document-workflow-automation
- Recent: 2026-09-15 comparison: Help scout alternatives https://assembly.com/blog/help-scout-alternatives
- Recent: 2026-09-15 blog: Ai contract management software https://assembly.com/blog/ai-contract-management-software
- Recent: 2026-09-15 blog: Zendesk reviews https://assembly.com/blog/zendesk-reviews
- Recent: 2026-09-15 blog: Zendesk pricing https://assembly.com/blog/zendesk-pricing

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.