# Confluence: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 3 categories by 4 of 14 models. Page: https://hr-ai-index.com/vendors/confluence/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| HR compliance and policy management | 0% | 96 | 100% | 2 |
| Course authoring tools | 0% | 68 | 100% | 1 |
| Goals and OKRs | 0% | 40 | 0% | 1 |

## And against it

- "Traditional Word Processors (Microsoft Word, Google Docs, Confluence) ... these are widely considered poor choices for professional content creation" (GLM 4.7 FlashX, Course authoring tools)
- "Good for documentation, but lack the compliance, e-signature, and acknowledgment workflows" (Kimi K2, HR compliance)
- "they lack native e-signature and role-based distribution features" (Claude Haiku 4.5, HR compliance)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- HR compliance and policy management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 96 of 97.
- Course authoring tools: 0% to 0%, ±0. New · not ranked in September 2026 · rank 68 of 82.
- Goals and OKRs: 0% to 0%, ±0. New · not ranked in September 2026 · rank 40 of 68.

## In its own words

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

- Positioning: Confluence is a team workspace where knowledge and collaboration meet. Create, organize, and discuss work with your team. (https://atlassian.com/)
- Free plan or trial: Get it free (https://trust.atlassian.com)
- Customers named: Software AG, DISH Wireless, EMC Insurance, CHG Healthcare, SOPHOS, Amadeus, Spoton

## What it publishes

Every page atlassian.com exposes, read 2026-09-29: 39569 addresses. By kind, pages and the last 90 days:

- blog: 4124 pages, 18 in the last 90 days, latest 2026-09-28
- case study: 89 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 326 pages, 0 in the last 90 days, latest 2016-08-11
- conference or event: 70 pages, 5 in the last 90 days, latest 2026-10-15
- report or ebook: 249 pages, 0 in the last 90 days, latest undated
- comparison: 118 pages, 2 in the last 90 days, latest 2026-09-11
- template or tool: 292 pages, 0 in the last 90 days, latest 2025-08-18
- glossary or explainer: 784 pages, 0 in the last 90 days, latest 2026-04-09
- podcast or video: 14 pages, 4 in the last 90 days, latest 2026-09-16
- news or press: 8 pages, 0 in the last 90 days, latest 2022-03-03
- Recent: 2026-10-15 conference or event: Atlassian san francisco bay area presents build ai agents zero code amp get the inside scoop on team 26 europe https://ace.atlassian.com/events/details/atlassian-san-francisco-bay-area-presents-build-ai-agents-zero-code-amp-get-the-inside-scoop-on-team-26-europe/
- Recent: 2026-09-30 conference or event: Atlassian pasadena presents ai at the speed of live how to lead your digital ensemble https://ace.atlassian.com/events/details/atlassian-pasadena-presents-ai-at-the-speed-of-live-how-to-lead-your-digital-ensemble/
- Recent: 2026-09-29 conference or event: Atlassian boise presents get credentialed rovo fundamentals https://ace.atlassian.com/events/details/atlassian-boise-presents-get-credentialed-rovo-fundamentals/
- Recent: 2026-09-28 blog: Hidden cost manual alignment https://www.atlassian.com/blog/leadership/hidden-cost-manual-alignment
- Recent: 2026-09-28 blog: Four gaps strategy outcome https://www.atlassian.com/blog/leadership/four-gaps-strategy-outcome
- Recent: 2026-09-28 blog: Strategy shifts organization follow https://www.atlassian.com/blog/leadership/strategy-shifts-organization-follow

## Record

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