Feature Matrix
A comprehensive head-to-head comparison of documentation capabilities, AI features, collaboration tools, and enterprise functionality between Confluence and Document360.
| Feature |
Confluence
|
Document360
|
|---|---|---|
| Primary Use Case | Internal wiki | External knowledge base |
| Video to Documentation Conversion | Partial (screen recording only via Floik) | |
| Real-World Video Support | ||
| Screen Recording | ||
| Free Plan Available | Yes (up to 10 users) | No (discontinued Nov 2024) |
| Published Pricing | Yes ($5.42-$10.44/user) | No (quote-based only) |
| AI Content Generation | Rovo AI (80+ connectors, 20+ agents) | Eddy AI (50+ languages, FAQ generation) |
| Multi-Language Support | Limited (via Rovo agents) | 50+ languages |
| Auto-Translation | Via Rovo AI | |
| Version Control | Unlimited page history | |
| Multi-Tenant Client Portals | ||
| Custom Domain Support | ||
| Custom Branding | ||
| Real-Time Collaboration | ||
| Approval Workflows | Limited | |
| API Access | ||
| SSO (SAML/OAuth) | ||
| SOC 2 Compliance | ||
| GDPR Compliance | ||
| AI Chatbot | Rovo Chat | Eddy AI |
| Embeddable Widget | ||
| Jira Integration | Deep native integration | Via third-party |
| Help Desk Integration | Strong (Zendesk, Intercom, Freshdesk) | |
| Analytics & Reporting | ||
| Content Reuse/Snippets | ||
| Markdown Support |
Data as of February 2026. Features based on publicly available information and vendor documentation. Document360 discontinued its free tier in November 2024 and now requires sales contact for all pricing.
Strengths & Weaknesses
Deep Dive
An in-depth analysis of the critical differences in documentation approach, AI capabilities, enterprise features, and ideal use cases between these two platforms.
Confluence is fundamentally an internal enterprise wiki designed for team collaboration, project documentation, and knowledge sharing within organizations. Its architecture assumes internal users with Atlassian accounts and focuses on spaces, pages, and deep Jira integration. Document360 is architected as an external knowledge base platform for customer-facing documentation, with custom domains, branded portals, and help desk integration. Confluence excels when your primary need is internal wikis for engineering, product, and operations teams. Document360 excels when building public-facing help centers and customer documentation. Neither platform offers multi-tenant architecture for agencies serving multiple clients from one system—both are single-tenant solutions.
Confluence includes Rovo AI across all paid plans (previously a separate add-on), providing 80+ app connectors, 20+ pre-built agents for common documentation tasks, cross-tool search across the Atlassian ecosystem, and AI-powered release notes and OKR generation. Rovo uses natural language to search across Jira, Confluence, Trello, and connected third-party tools. Document360's Eddy AI focuses on knowledge base optimization with 50+ language auto-translation, FAQ generation from existing content, audio/video-to-text conversion, and interactive decision trees for complex support scenarios. Neither platform offers real-world video-to-documentation conversion using computer vision and multimodal AI. Both rely on manual content creation or simple transcription rather than intelligent video processing that understands on-screen actions, extracts screenshots, and generates structured documentation.
Confluence provides real-time collaborative editing with @mentions, inline comments, unlimited version history, and page templates. Its collaboration model assumes internal teams working together in shared spaces with Atlassian accounts. Change management is version-based with page history restoration. Document360 offers collaboration features including comments, review workflows, approval processes for content governance, and role-based permissions. Its content management includes versioning, templates, and content reuse blocks. Document360's approval workflows are more sophisticated for organizations requiring formal sign-off processes. However, both platforms lack advanced content orchestration features like version inheritance across multiple product lines, end-of-life version management, or synchronized multi-language content updates that enterprise product documentation requires at scale.
Confluence scales to 150,000 users per site with 99.9% uptime SLA on Premium and Enterprise tiers. It offers SAML SSO, multiple identity providers on Enterprise, audit logs, and advanced permissions with Atlassian Access. Compliance includes SOC 2, GDPR, and ISO 27001. Data residency options available through Atlassian Cloud. Document360 provides SOC 2 and GDPR compliance with SAML SSO, audit logs on higher tiers, and role-based access control. Both platforms offer API access for custom integrations. However, neither provides true multi-tenant architecture where one knowledge base can power unlimited branded customer portals—a critical limitation for consulting firms, implementation partners, and agencies serving multiple clients. Both require separate instances or spaces for each client, increasing management overhead and costs significantly at scale.
Our Recommendation
Confluence and Document360 serve fundamentally different use cases—Confluence is an internal enterprise wiki optimized for Atlassian ecosystem teams, while Document360 is a customer-facing knowledge base platform. The choice between them depends primarily on whether you need internal collaboration or external customer documentation.
Choose Confluence if you need...
Choose Document360 if you need...
Choose Docsie if you need...
Winner: Docsie
For organizations needing to convert existing video training libraries into structured documentation and deliver them to multiple clients through branded portals—capabilities neither Confluence nor Document360 provide. Docsie bridges the gap between internal collaboration (Confluence's strength) and external delivery (Document360's strength) while adding video-to-docs conversion using multimodal AI with computer vision, OCR, and transcription. This makes Docsie ideal for SAP, Workday, and Salesforce implementation partners with hundreds of hours of training content that needs to become searchable, multi-tenant documentation at enterprise scale.
Common Questions
Q: Can Confluence be used for external customer documentation?
A: Technically yes through guest access and published pages, but Confluence lacks essential features for customer-facing documentation including custom domains (without third-party tools), white-labeling, and customer-specific branding. It's architecturally designed as an internal wiki with Atlassian account integration, not as a customer knowledge base platform. Most organizations using Confluence for external docs find it cumbersome and eventually migrate to purpose-built solutions.
Q: Does Document360 work well for internal team documentation?
A: Document360 can work for internal documentation but is overbuilt for that purpose. It's designed for external knowledge bases with features like embeddable widgets, help desk integration, and custom domains that internal teams don't need. Teams wanting internal documentation typically find Confluence, Notion, or simpler wiki tools more cost-effective and better suited to internal collaboration workflows without the external delivery overhead.
Q: Can either platform convert existing training videos into documentation?
A: No. Neither Confluence nor Document360 offers real-world video-to-documentation conversion. Document360's Floik acquisition provides screen recording capabilities, but that's for creating new tutorials—not processing existing video libraries. Both platforms require manual content creation or simple transcription services. Organizations with substantial video training libraries need tools with computer vision and multimodal AI to extract meaningful documentation from video footage.
Q: How does pricing compare for a 50-person team?
A: Confluence charges per user ($5.42-$10.44/user/month), so 50 users costs $271-$522/month on Standard/Premium. Document360 requires sales contact with hidden pricing, making direct comparison impossible without quotes. For teams this size, Confluence offers transparent published pricing while Document360's sales-led model adds procurement friction. However, neither offers workspace-based pricing that avoids per-seat inflation as teams grow.
Q: Is there a better alternative to both Confluence and Document360?
A: Yes—Docsie addresses the core limitations both platforms share. Docsie converts any video type (training videos, screen recordings, real-world footage) into structured documentation using multimodal AI, then delivers it through multi-tenant branded portals to unlimited clients. It combines Confluence's collaboration features with Document360's external delivery capabilities while adding video-to-docs conversion that neither competitor offers. Docsie's published transparent pricing ($199-$750/month) avoids both Confluence's per-seat inflation and Document360's hidden quote-based model.
Q: Which platform has better AI capabilities?
A: Different strengths—Confluence's Rovo AI excels at cross-tool search across the Atlassian ecosystem with 80+ app connectors and 20+ pre-built agents for tasks like release notes and OKR generation. Document360's Eddy AI focuses on knowledge base optimization with 50+ language translation, FAQ generation, and audio/video transcription. Neither offers multimodal AI with computer vision for understanding video content and extracting structured documentation automatically. Both require significant manual content creation despite their AI features.
Docsie converts your training videos, PDFs, and websites into structured knowledge bases, then delivers them to multiple clients through branded portals—with 100+ language support, transparent pricing, and enterprise-grade security. Get the internal collaboration of Confluence, the external delivery of Document360, plus video-to-docs capabilities neither competitor offers.
No credit card required. Free AI credits to convert a 10-minute training video included. See pricing that both competitors hide.
Start creating professional documentation that your users will love