AI visibility report
Directus ranks #9 in Headless CMS & Content Platforms AI search.
Outside the top three on 25 of the 25 prompts buyers actually ask.
Prismic is cited on 17 of those losses.
Free trial. Setup comes pre-filled for Directus.
Track Directus across these prompts daily.
Start free trial#9 among 12 vendors · still absent from 98% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
ChatGPT
Gemini Search
Google AI Mode
Bing Copilot
Perplexity
GrokNarrower footprint, stronger tone. Directus ranks #9 on presence but #1 on sentiment. That means the brand is framed well when it appears, but still needs broader prompt-response coverage.
Where Directus is losing
Prompts where competitors are visible and Directus is not.
These prompt-level losses are the first prompts to track and repair.
Where Directus is winning
No clear strengths identified yet.
Where Directus is losing5
Which headless CMS platforms support visual page building so marketers can assemble pages without developer involvement?
Competitors on 5 platforms
Track this promptWhich headless CMS platforms generate TypeScript types automatically from content schemas to make frontend development safer?
Competitors on 4 platforms
Track this promptWhich managed headless CMS platforms have the best built-in CDN caching for content APIs serving global audiences?
Competitors on 4 platforms
Track this promptWhat headless CMS platforms have native DAM integrations for managing images and video assets alongside structured content?
Competitors on 4 platforms
Track this promptI'm evaluating headless CMS options for data residency compliance — which managed services offer strong regional data controls?
Competitors on 4 platforms
Track this prompt
Track Directus daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Directus is an open-source composable data platform built by Monospace Inc. that turns any SQL database into a shared backend with instant REST and GraphQL APIs, a no-code data studio, and collaborative workspace tools. Positioned as both a headless CMS and a Backend-as-a-Service, it supports PostgreSQL, MySQL, SQLite, MariaDB, MS SQL, and more without requiring schema migration. Developers get self-documenting APIs, granular policy-based access control, visual workflow automation, and a fully extensible TypeScript codebase, while non-technical teams manage content, assets, and data through an intuitive app. Used by organizations including Bose, Adobe, Tripadvisor, Copa Airlines, and Weber, Directus reports over 41 million Docker downloads, 34,500+ GitHub stars, and 500,000+ projects. It is licensed under BSL 1.1 and free to self-host for organizations under $5M in annual finances.
Directus is a composable open-source data platform that wraps any SQL database with instant REST and GraphQL APIs, a visual no-code data studio, granular access control, workflow automation, and digital asset management—enabling developers and non-technical users to collaborate on live data from one shared backend.
Key Facts
- Founded
- 2020
- HQ
- Brooklyn, NY, USA
- Founders
- Benjamin Haynes, Rijk van Zanten
- Employees
- 11-50
- Funding
- $8.5M
- Customers
- 500K+ projects
- Status
- Private
Target users
Key Capabilities10
- Instant REST and GraphQL APIs on any new or existing SQL database with no migration required
- Visual no-code data modeling and Data Studio for non-technical users
- Granular policy-based access control down to the field level
- Visual workflow automation builder (Flows) with trigger-based logic and external service connections
- Built-in digital asset management with metadata extraction and transformation
- End-to-end internationalization supporting 64+ languages
- Extensible architecture via a Marketplace of community and official extensions
- Multi-tenant data isolation with role-based workspace customization
- Native MCP server and built-in AI assistant for AI-powered content workflows
- Drag-and-drop real-time dashboards and data visualization panels
Key Use Cases8
- Headless CMS for websites and multi-channel digital experiences
- Backend-as-a-Service for custom web and mobile applications
- Product information management and headless commerce
- Internal admin panels and back-office tools
- No-code business intelligence dashboards
- Multi-tenant SaaS content platforms
- IoT and event-driven data collection and management
- Mobile app backends with real-time API delivery
Directus customer outcomes
5x website load time improvement (from ~6 seconds to 1-2 seconds)
Copa Airlines adopted Directus as its headless CMS for Copa.com in 2022, enabling a small team to manage and translate content across four languages for 81+ destinations. The migration to Directus contributed to a major performance improvement on their public website.
Nearly 6 million app sessions served with zero downtime
Directus powers the backend of Weber's smart grilling app, supporting content delivery and user experience management at scale with consistently low latency and no reported downtime since launch.
3x reduction in technical support needs
After launching on Directus, Rescue.org significantly reduced the volume of technical support requests compared to their prior system, freeing the product team to focus on new development rather than maintenance.
Tasks that previously took a month reduced to seconds of configuration
The Shift Network migrated from Drupal to Directus, empowering non-technical staff to manage rich media content independently and enabling the engineering team to ship features on tighter timelines.
Recent Trend
How AI describes Directus3
Directus : Known for being entirely open-source, it provides a very flexible API that can turn any SQL database into a headless CMS, suitable for powering diverse front-end displays.
I'm evaluating headless CMS options for a small team — what are the best managed cloud services versus self-hosted open-source choices?
Directus : Best for teams with an existing database, as it wraps around any SQL database (PostgreSQL, MySQL, etc.) to provide an instant API and admin UI.
Which headless CMS platforms generate TypeScript types automatically from content schemas to make frontend development safer?
https://directus.com/resources/choosing-the-right-headless-cms-for-your-frontend-framework 
Reviews
Praised
- Exceptional flexibility for complex business logic
- Instant REST and GraphQL API generation
- Granular field-level role and permission controls
- Responsive and knowledgeable support team
- No vendor lock-in and full database ownership
- White-label and fully customizable interface
- Strong multi-tenancy implementation
- Active open-source community and contributor ecosystem
Criticized
- Complex self-hosted setup requiring Node.js or Docker expertise
- Verbose and unwieldy JSON output for nested relationships
- Performance degradation with very large datasets or high concurrency
- Cloud pricing increases in mid-2024
- Documentation gaps for advanced features and production deployment
- Learning curve for new users navigating extensibility options
Directus receives strong ratings across review platforms, particularly praised for its exceptional flexibility, powerful API integration, granular access control, and responsive support team. G2 reviewers (4.9/5, 51 reviews) highlight ease of use, scalability, and the ability to model complex business logic. Capterra reviewers (4.5/5, 60 reviews) emphasize its open-source value, white-label capability, and multi-tenancy. Common criticisms include a complex initial self-hosted setup, verbose JSON output for deeply nested relationships, performance concerns under large dataset loads, and price increases introduced in mid-2024.
Pricing
Self-hosting is free indefinitely for organizations with less than $5M in total annual finances (revenue plus funding) under the BSL 1.1 license; larger organizations require a commercially negotiated production license. Cloud plans start at $99/month (billed annually) for the Professional tier, which includes 5 Studio Users, 75,000 DB entries, 250,000 API requests/month, 500 GB bandwidth, and 150 GB file storage; additional Studio Users cost $15/user/month. Enterprise Cloud pricing is custom, with dedicated infrastructure, 20+ deployment regions, premium support (available as an add-on at +$300/month), and custom SLAs. Pass-through infrastructure pricing applies on cloud plans so customers pay only for actual usage.
Limitations
- A commercial production license is required for organizations with over $5M in total annual finances (revenue plus funding), which some smaller growing companies find a barrier.
- Cloud Professional plan caps are relatively low (75K DB entries, 250K API requests/month), limiting suitability for high-volume projects without upgrading.
- Self-hosted installation requires Node.js or Docker, which can be complex for teams without DevOps expertise.
- Reviewers note that complex nested relationship queries produce verbose JSON output that is difficult to work with.
- Performance degradation has been reported under very large datasets or high concurrent-user loads.
- Pricing increases in mid-2024 were noted negatively by some users.
- Documentation for advanced features and production deployment is cited as an area needing improvement.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Google AI Mode | Bing Copilot | Perplexity | ChatGPT | Gemini Search | Grok |
|---|---|---|---|---|---|---|
Capability0/5 cited (0%) | ||||||
Which API-first CMS platforms have the best support for multi-stage approval workflows, editorial review, and scheduled publishing? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms let you manage content across a mobile app, website, and digital signage all from one place? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms handle rich text and structured content that needs to render differently across web, mobile, and email? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms scale best for large content catalogs with complex relationships and references between entries? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms support visual page building so marketers can assemble pages without developer involvement? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Developer Experience2/5 cited (40%) | ||||||
What are the best GraphQL-first headless CMS platforms compared to REST-only ones for daily frontend development? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms handle content previews and draft environments well for frontend teams using Next.js or Nuxt? | A competitor was cited | A competitor was cited | A competitor was cited | Your brand and a competitor were cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms generate TypeScript types automatically from content schemas to make frontend development safer? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Looking for a headless CMS that handles schema migrations gracefully without breaking existing API consumers — what are my options? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms offer the most editor-friendly UI for non-technical writers coming from a WordPress background? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Integrations & Ecosystem1/5 cited (20%) | ||||||
Which headless CMS platforms have the best integrations with translation management systems for sites needing 20+ languages? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms integrate best with modern static site generators for automatic content-driven rebuilds? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms offer the most reliable webhook and event systems for triggering downstream rebuild pipelines? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Your brand and a competitor were cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms integrate best with an AI personalization layer for dynamic content delivery? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms have native DAM integrations for managing images and video assets alongside structured content? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Performance & Reliability0/5 cited (0%) | ||||||
What enterprise headless CMS vendors offer the strongest uptime SLAs and built-in content delivery failover? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms are best suited for high-traffic e-commerce sites where the CMS can't become a bottleneck at checkout? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited |
Which managed headless CMS platforms have the best built-in CDN caching for content APIs serving global audiences? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which cloud-hosted headless CMS platforms hold up best at enterprise scale in terms of API rate limits and performance? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
I'm evaluating headless CMS options for data residency compliance — which managed services offer strong regional data controls? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Setup & First Run0/5 cited (0%) | ||||||
Which headless CMS platforms have the best onboarding experience for non-technical editors who need to be productive quickly? | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS platforms are best for migrating structured content from a monolithic CMS while preserving editorial workflows? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Which headless CMS platforms handle multilingual content schemas best for a marketing site with localized variants? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
What headless CMS can I realistically get up and running with content types and a working API in a day or two for a new project? | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
I'm evaluating headless CMS options for a small team — what are the best managed cloud services versus self-hosted open-source choices? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Prismic | 24.7% | 26.2% | 0.0% | 24.7% | 38.0% | #3.7 | +0.35 |
| 2 | Hygraph | 22.0% | 20.0% | 2.0% | 19.3% | 48.7% | #5.0 | +0.44 |
| 3 | Sanity | 14.0% | 11.1% | 2.0% | 0.0% | 76.7% | #3.7 | +0.30 |
| 4 | Contentstack | 12.7% | 11.1% | 0.7% | 10.7% | 28.7% | #3.6 | +0.36 |
| 5 | Contentful | 10.7% | 9.8% | 2.0% | 2.7% | 77.3% | #3.7 | +0.44 |
| 6 | Strapi | 8.7% | 8.9% | 0.7% | 4.7% | 51.3% | #4.2 | +0.37 |
| 7 | Storyblok | 4.7% | 4.4% | 0.0% | 0.0% | 61.3% | #3.3 | +0.52 |
| 8 | Kontent.ai | 4.7% | 4.4% | 0.0% | 4.7% | 8.7% | #3.5 | +0.14 |
| 9 | Directus | 2.0% | 1.8% | 0.0% | 0.0% | 20.7% | #6.8 | +0.83 |
| 10 | Payload CMS | 0.7% | 0.4% | 0.7% | 0.0% | 21.3% | #1.0 | +0.70 |
| 11 | DatoCMS | 0.7% | 0.4% | 0.7% | 0.0% | 18.7% | #3.0 | +0.20 |
| 12 | Builder.io | 0.7% | 1.3% | 0.0% | 0.0% | 10.0% | #6.7 | +0.50 |
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