# Hygraph AI visibility in Headless CMS & Content Platforms

Canonical: https://devtune.ai/verticals/headless-cms-content-platforms/hygraph

[Website](https://hygraph.com/)

Updated: 2026-10-17T02:04:01.496204+00:00
Prompts: 25
Runs: 6


## Platforms

- perplexity
- google-ai-mode
- bing-copilot-search
- chatgpt-search
- google-ai
- xai-search

Rank: 6
Total brands: 12
Measured responses: 150
Presence percent: 14.000000000000002
Share of voice percent: 8.445297504798464
Average position: 6.181818181818182
Docs presence percent: 6
Blog presence percent: 3.3333333333333335
Brand mention percent: 32


## Profile

Overview: Hygraph (formerly GraphCMS) is a Berlin-based, GraphQL-native headless CMS and content federation platform founded in 2017. It enables development and content teams to model structured content, connect external data sources via REST or GraphQL APIs without migration, and deliver unified content to any frontend through a single GraphQL API. The platform spans three tiers—free Hobby, Growth ($199/month), and Enterprise (custom)—and serves industries from eCommerce and media to automotive and government. Notable customers include Samsung, Dr. Oetker, Lego, Paramount, TED, and Bandai Namco. Hygraph has raised approximately $43.7M in funding, holds a 4.4/5 rating on G2 across 718+ reviews, and has been recognized as a Leader in Headless CMS on G2 multiple consecutive seasons.
Product summary: Hygraph is a GraphQL-native headless CMS and federated content platform that lets teams build, manage, and distribute structured content across any channel via a unified GraphQL API. Its signature Content Federation capability allows developers to connect external REST or GraphQL APIs directly into the Hygraph schema, enabling editorial teams to query product, commerce, and third-party data alongside CMS content without duplication. The platform includes AI-powered features (Developer Copilot, Editor Copilot, Workflow Copilot), built-in DAM, localization, personalization via Variants, and enterprise governance controls.


### Key capabilities

- GraphQL-native content API with auto-generated schema
- Content federation—query multiple external REST/GraphQL APIs in a single call
- Visual schema builder with components, references, and remote sources
- Built-in digital asset management (DAM) with global CDN delivery
- Localization support (up to 80 locales on Enterprise)
- AI-powered features: Developer Copilot, Editor Copilot, Intelligent Content Import, Workflow Copilot
- Content personalization via Variants and Segments
- Enterprise governance: SSO, audit logs, fine-grained roles, multitenancy
- Scheduled publishing, custom workflows, and version history (up to 365 days)
- SOC 2 Type 2, ISO 27001, and GDPR compliance



### Target users

- Enterprise development and engineering teams building composable digital stacks
- Content editors and marketing teams managing multichannel or multilingual content
- Solutions architects designing MACH or headless architectures
- Digital agencies building client websites and applications
- eCommerce and product teams federating PIM and commerce data
- Media, publishing, and information platform teams requiring high-volume structured content



### Key use cases

- Enterprise website and marketing content delivery across multiple brands and regions
- Product catalog and PIM content federation (e.g. eCommerce, B2B portals)
- Multichannel and omnichannel content distribution
- Knowledge management portals and member platforms
- Media and publishing platforms requiring high-volume structured content
- Global localization across 10+ languages and markets
- Composable digital experience stacks (MACH architecture)
- AI-driven content automation and agentic content workflows

Integrations ecosystem: Hygraph offers a GraphQL-native Content API, a High Performance Content API, a Management API, an Asset Upload API, and an MCP Server API for AI assistant integrations. Its Content Federation layer lets teams connect external REST or GraphQL APIs as remote sources—no duplication required—enabling unified queries across PIMs, eCommerce platforms (e.g. Shopify), CRMs, and other data services. Native DAM integrations include Bynder, Cloudinary, AWS S3, Aprimo, Imgix, Mux, and Scaleflex Filerobot. A marketplace of apps extends functionality, and a custom App Framework (SDK) allows teams to build bespoke integrations. Frontend framework starters are available for Next.js, Gatsby, SvelteKit, Remix, and others. Hygraph is MACH-certified and has been listed in Forrester's Digital Experience Platforms Landscape (Q2 2023) and Gartner's Market Guide for Web Content Management (2022).
Pricing summary: Three tiers: Hobby (free forever, 3 seats, 2 locales, 1,000 entries, 500K API calls/month, no remote sources); Growth (from $199/month, 10 seats, 3 locales, 10,000 entries, 1M API calls/month, 1 remote source, 14-day version retention, email support); Enterprise (custom pricing, up to 200 seats, 80 locales, 1M+ entries, 50M+ API calls/month, up to 10 remote sources, SSO, multitenancy, dedicated infrastructure, 24/7 monitoring, custom SLAs, up to 99.95% uptime SLA). Overages on Growth are billed at $0.20 per 10,000 API operations and $0.20 per 1 GB asset traffic.
Review summary: Hygraph holds a 4.4/5 rating on G2 from 718+ verified reviews (as of mid-2026), with 67% five-star ratings. Reviewers consistently praise its intuitive UI, fast setup, clear documentation, GraphQL API quality, and responsive customer support. The platform has been recognized as a G2 Leader in Headless CMS for multiple consecutive seasons and has been voted #1 in Enterprise Usability three years in a row. Common criticisms include the lack of mobile responsiveness in the admin panel, a learning curve for non-technical users configuring advanced features, limited content preview capabilities, and pricing that can feel restrictive on lower tiers. An independent review scored it 7.5/10, noting strong API performance but limited built-in analytics.
Competitive positioning: Hygraph positions itself as the original GraphQL-native headless CMS and a federated content platform, differentiating on its ability to unify content from multiple external REST and GraphQL APIs into a single API layer—without data migration or duplication. It targets enterprise and mid-market teams managing complex, multi-brand, multi-locale digital ecosystems who need both developer flexibility and marketer independence. It competes on ease of implementation, GraphQL-native architecture, content federation, and enterprise usability, claiming repeated G2 recognition for best enterprise usability and easiest to implement in the headless CMS category.
Limitations: Scheduled publishing is restricted to Enterprise tier only. The Growth plan caps users at 10, locales at 3, and remote sources at 1, making it limiting for mid-sized teams with complex federation needs. The admin interface is not mobile-responsive, preventing on-the-go content editing. Some users report a steep learning curve for advanced features such as schema modeling and content staging. Content preview options are described as limited relative to competitors. Advanced analytics and reporting are not natively built in. Pricing can become expensive at scale for organizations with high API call volumes or large seat counts.


### Source urls

- https://hygraph.com/
- https://hygraph.com/pricing
- https://hygraph.com/about-us
- https://hygraph.com/case-studies
- https://www.g2.com/sellers/hygraph
- https://www.g2.com/products/hygraph/reviews
- https://siliconangle.com/2023/03/29/hygraph-raises-30m-content-federation-platform/
- https://tracxn.com/d/companies/hygraph/__t-p46BPTjRv1ZWenS5WC7tMYJvOOWP_KElk9Udcw6_c
- https://hygraph.com/content-federation
- https://jamstack.org/headless-cms/hygraph/
- https://thecontentmanager.net/hygraph-review/
- https://cmscritic.com/graphcms-rebrands-to-hygraph-launches-new-federated-content-platform
- https://aws.amazon.com/marketplace/pp/prodview-76wyslqafadi6

Reviewed at: 2026-04-28T23:07:21.254+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Samsung | Used Hygraph to build a scalable API-first application, resulting in higher content engagement and faster page update turnarounds. | 15% higher engagement rate |
| Komax | Migrated from Sitecore to Hygraph for its product catalog and customer portal, achieving significantly faster page loads and faster iteration cycles. | 70% faster page loading time; 3x faster to iterate on new website elements |
| BioCentury | Replaced a monolithic CMS with Hygraph to accelerate publishing workflows and increase content engagement on its life sciences intelligence platform. | 120% increase in content engagement; 81% decrease in time from idea to publishing |
| Lindex Group | Adopted Hygraph for global content delivery, reducing campaign setup time and accelerating new market launches. | Campaign setup reduced from 1 week to 1 day; new market launch reduced from 2 months to 2 weeks |
| Stobag | Delivered product information across public website and customer portal using Hygraph, driving measurable revenue growth. | 15% increase in online revenue |
| AutoWeb | Leveraged Hygraph to improve site content operations and increase overall website monetization. | 20% increase in website monetization |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.4 | 5 | 718 | https://www.g2.com/products/hygraph/reviews |



### Review themes



#### Praised

- Intuitive and user-friendly interface
- Fast and easy initial setup
- Clear and comprehensive documentation
- GraphQL-native API performance
- Content federation capability
- Responsive customer support
- Generous free tier
- Enterprise scalability and governance



#### Criticized

- Admin interface not mobile-responsive
- Steep learning curve for advanced features
- Scheduled publishing locked to Enterprise tier only
- Limited content preview options
- Complex admin panel navigation for staging workflows
- Expensive at scale for large teams
- Non-technical users need developer help for initial setup
- Lacks built-in advanced analytics




### Company facts

Founded year: 2017
Hq: Berlin, Germany


#### Founders

- Michael Lukaszczyk
- Daniel Winter

Employees range: 50-100
Total funding: ~$43.7M
Valuation: Not available
Arr: Not available
Customer count: 50,000+ projects
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Sanity | 50 | 150 | 33.33333333333333 | 6.783018867924528 |
| Storyblok | 39 | 150 | 26 | 6.75 |
| Contentful | 39 | 150 | 26 | 6.77 |
| Prismic | 25 | 150 | 16.666666666666664 | 5.794117647058823 |
| Strapi | 22 | 150 | 14.666666666666666 | 7.487179487179487 |
| Hygraph | 21 | 150 | 14.000000000000002 | 6.181818181818182 |
| Contentstack | 12 | 150 | 8 | 11.642857142857142 |
| DatoCMS | 8 | 150 | 5.333333333333334 | 6.764705882352941 |
| Payload CMS | 5 | 150 | 3.3333333333333335 | 7.9 |
| Kontent.ai | 4 | 150 | 2.666666666666667 | 8.153846153846153 |
| Builder.io | 3 | 150 | 2 | 5 |
| Directus | 2 | 150 | 1.3333333333333335 | 4.4 |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| perplexity | 5 | 20 |
| google-ai-mode | 3 | 12 |
| bing-copilot-search | 1 | 4 |
| chatgpt-search | 10 | 40 |
| google-ai | 2 | 8 |
| xai-search | 0 | 0 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| What headless CMS platforms handle rich text and structured content that needs to render differently across web, mobile, and email? | 1 | 2 |
| What are the best GraphQL-first headless CMS platforms compared to REST-only ones for daily frontend development? | 2 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which headless CMS platforms handle content previews and draft environments well for frontend teams using Next.js or Nuxt? | 4 |
| Which headless CMS platforms support visual page building so marketers can assemble pages without developer involvement? | 4 |
| What headless CMS platforms are best for migrating structured content from a monolithic CMS while preserving editorial workflows? | 3 |
| Which API-first CMS platforms have the best support for multi-stage approval workflows, editorial review, and scheduled publishing? | 3 |
| Which headless CMS platforms integrate best with an AI personalization layer for dynamic content delivery? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 2 |
| Developer Experience | 5 | 3 |
| Integrations & Ecosystem | 5 | 4 |
| Performance & Reliability | 5 | 4 |
| Setup & First Run | 5 | 2 |



## Prompt results

- Prompt text: Looking for a headless CMS that handles schema migrations gracefully without breaking existing API consumers — what are my options?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Strapi | 4 |
| Sanity | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sanity | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Contentful | 4 |
| Strapi | 7 |



##### Google-ai





##### Xai-search




- Prompt text: What headless CMS platforms are best for migrating structured content from a monolithic CMS while preserving editorial workflows?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Contentful | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Storyblok | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 4 |
| Sanity | 7 |



##### Google-ai





##### Xai-search




- Prompt text: Which API-first CMS platforms have the best support for multi-stage approval workflows, editorial review, and scheduled publishing?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Sanity | 4 |
| Contentful | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentful | 2 |
| Strapi | 7 |
| Storyblok | 9 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentstack | 1 |
| Kontent.ai | 4 |
| Strapi | 7 |
| Storyblok | 8 |
| Contentful | 9 |
| Sanity | 12 |



##### Google-ai





##### Xai-search




- Prompt text: What headless CMS platforms handle rich text and structured content that needs to render differently across web, mobile, and email?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 2
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Storyblok | 3 |
| Contentful | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Hygraph | 2 |
| Storyblok | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Storyblok | 1 |



##### Xai-search




- Prompt text: What headless CMS platforms let you manage content across a mobile app, website, and digital signage all from one place?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Contentful | 2 |
| Contentstack | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentstack | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentstack | 4 |
| Directus | 5 |
| Storyblok | 8 |
| Contentful | 13 |
| Sanity | 33 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms have the best integrations with translation management systems for sites needing 20+ languages?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: 4
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 3 |
| Sanity | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| DatoCMS | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Hygraph | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Storyblok | 4 |
| Sanity | 7 |
| Contentstack | 10 |
| Strapi | 13 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms integrate best with an AI personalization layer for dynamic content delivery?


#### Brand position by platform

Perplexity: 4
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Hygraph | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentstack | 1 |
| Prismic | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 3 |
| Storyblok | 5 |
| Builder.io | 7 |
| Contentstack | 14 |



##### Google-ai





##### Xai-search




- Prompt text: Which managed headless CMS platforms have the best built-in CDN caching for content APIs serving global audiences?


#### Brand position by platform

Perplexity: 1
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 1
Google-ai: 7
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Hygraph | 1 |
| Contentful | 3 |
| Sanity | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Sanity | 2 |
| Contentful | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Hygraph | 1 |
| Storyblok | 3 |
| Sanity | 5 |
| DatoCMS | 7 |
| Contentful | 10 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Hygraph | 7 |



##### Xai-search




- Prompt text: Which headless CMS platforms generate TypeScript types automatically from content schemas to make frontend development safer?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 4
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Payload CMS | 2 |
| Strapi | 4 |



##### Google-ai-mode





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Strapi | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Strapi | 1 |
| Hygraph | 4 |



##### Google-ai





##### Xai-search




- Prompt text: What headless CMS platforms offer the most reliable webhook and event systems for triggering downstream rebuild pipelines?


#### Brand position by platform

Perplexity: 3
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 5
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Hygraph | 3 |
| Contentful | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 2 |
| Prismic | 5 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 3 |
| Hygraph | 5 |
| Storyblok | 7 |
| Strapi | 9 |



##### Google-ai





##### Xai-search




- Prompt text: What are the best GraphQL-first headless CMS platforms compared to REST-only ones for daily frontend development?


#### Brand position by platform

Perplexity: 3
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 1
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Hygraph | 3 |
| DatoCMS | 5 |
| Payload CMS | 7 |
| Strapi | 8 |
| Sanity | 9 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Hygraph | 1 |
| Contentful | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Prismic | 4 |



##### Xai-search




- Prompt text: Which headless CMS platforms scale best for large content catalogs with complex relationships and references between entries?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: 4
Bing-copilot-search: Not available
Chatgpt-search: 4
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Contentful | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Prismic | 3 |
| Hygraph | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Hygraph | 4 |
| Contentful | 6 |



##### Google-ai





##### Xai-search




- Prompt text: What headless CMS platforms are best suited for high-traffic e-commerce sites where the CMS can't become a bottleneck at checkout?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Storyblok | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 5 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 3 |
| Storyblok | 5 |
| Strapi | 10 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms handle multilingual content schemas best for a marketing site with localized variants?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 8
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 3 |
| DatoCMS | 5 |
| Sanity | 7 |
| Strapi | 8 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Contentful | 3 |
| Storyblok | 6 |
| Hygraph | 8 |
| Strapi | 11 |



##### Google-ai





##### Xai-search




- Prompt text: What headless CMS platforms have native DAM integrations for managing images and video assets alongside structured content?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: 10
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Contentful | 2 |
| Sanity | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 3 |
| Sanity | 8 |
| Hygraph | 10 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentstack | 1 |
| Storyblok | 3 |
| Sanity | 8 |
| Contentful | 10 |
| Kontent.ai | 13 |



##### Google-ai





##### Xai-search




- Prompt text: I'm evaluating headless CMS options for data residency compliance — which managed services offer strong regional data controls?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: 3
Bing-copilot-search: Not available
Chatgpt-search: 3
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Sanity | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Hygraph | 3 |
| Contentful | 6 |
| Strapi | 8 |
| DatoCMS | 9 |
| Sanity | 10 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Strapi | 1 |
| Prismic | 3 |
| Storyblok | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kontent.ai | 1 |
| Hygraph | 3 |
| Contentful | 4 |
| Storyblok | 5 |
| Sanity | 6 |
| Strapi | 7 |



##### Google-ai





##### Xai-search




- Prompt text: Which cloud-hosted headless CMS platforms hold up best at enterprise scale in terms of API rate limits and performance?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 3
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Sanity | 3 |
| Contentful | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Hygraph | 3 |
| Kontent.ai | 5 |
| Contentful | 7 |
| Storyblok | 9 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms handle content previews and draft environments well for frontend teams using Next.js or Nuxt?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Storyblok | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Sanity | 2 |
| Strapi | 8 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Storyblok | 4 |
| Contentful | 5 |
| Payload CMS | 8 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Prismic | 2 |



##### Xai-search




- Prompt text: Which headless CMS platforms support visual page building so marketers can assemble pages without developer involvement?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Builder.io | 3 |
| DatoCMS | 4 |
| Sanity | 8 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Storyblok | 4 |
| Builder.io | 5 |
| Payload CMS | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Contentstack | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Storyblok | 3 |
| Contentful | 7 |
| Contentstack | 10 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms integrate best with modern static site generators for automatic content-driven rebuilds?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Sanity | 1 |
| Contentful | 4 |
| Strapi | 5 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 2 |
| Sanity | 5 |
| DatoCMS | 11 |
| Strapi | 13 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sanity | 1 |



##### Xai-search




- Prompt text: I'm evaluating headless CMS options for a small team — what are the best managed cloud services versus self-hosted open-source choices?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Prismic | 4 |
| Strapi | 8 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search





##### Google-ai





##### Xai-search




- Prompt text: What enterprise headless CMS vendors offer the strongest uptime SLAs and built-in content delivery failover?


#### Brand position by platform

Perplexity: 5
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 2 |
| Sanity | 4 |
| Hygraph | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Contentful | 3 |
| Prismic | 5 |
| Sanity | 6 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Contentful | 1 |
| Storyblok | 3 |
| Sanity | 6 |
| Contentstack | 9 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms offer the most editor-friendly UI for non-technical writers coming from a WordPress background?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: 2
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Storyblok | 1 |
| Sanity | 2 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Prismic | 1 |
| Storyblok | 2 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Contentstack | 1 |
| Hygraph | 2 |



##### Xai-search




- Prompt text: 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?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Strapi | 3 |
| Sanity | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Directus | 1 |
| Strapi | 4 |
| Sanity | 7 |
| Payload CMS | 9 |



##### Google-ai





##### Xai-search




- Prompt text: Which headless CMS platforms have the best onboarding experience for non-technical editors who need to be productive quickly?


#### Brand position by platform

Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 12
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Prismic | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Prismic | 2 |
| DatoCMS | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Prismic | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Storyblok | 4 |
| Prismic | 6 |
| Sanity | 10 |
| Hygraph | 12 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Storyblok | 2 |
| Prismic | 6 |



##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://hygraph.com/blog/best-cms-for-localization | Top 5 Best CMS for Localization in 2026 And How to Choose the Right One \| Hygraph | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 29 | 29 |
| https://hygraph.com/blog/best-headless-cms | The 5 best headless CMS platforms in 2026 – find your Goldilocks platform \| Hygraph | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 6 | 6 |
| https://hygraph.com/docs/api-reference/basics/webhooks | Webhooks | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | blog_post | 6 | 6 |
| https://hygraph.com/docs/getting-started | What is Hygraph? \| Hygraph Docs | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 5 | 5 |
| https://hygraph.com/faq | Frequently Asked Questions \| Hygraph | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 5 | 5 |
| https://hygraph.com/classic-docs/api-reference/basics/caching | Caching | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | documentation | 4 | 4 |
| https://hygraph.com/product | Structured Content Platform \| Hygraph | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 4 | 4 |
| https://hygraph.com/headless-cms | Headless CMS explained: A 2026 guide \| Hygraph | hygraph.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/1fdecc36-1873-4467-85ce-4cd06a2bcada/a12761b5f5fd8b01c08b61b3094e2bbe11b058ef.png | commercial | product_page | 4 | 4 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| I'm evaluating headless CMS options for a small team — what are the best managed cloud services versus self-hosted open-source choices? | bing-copilot-search | Best managed cloud headless CMS options for small teams include Contentful, Sanity, Storyblok, and Hygraph, while strong self-hosted open-source choices are Strapi, Payload, and Directus. The right fit depends on whether you want vendor-managed conve... |
| What headless CMS platforms handle rich text and structured content that needs to render differently across web, mobile, and email? | bing-copilot-search | ...eadless CMS platforms for rich text and structured content across web, mobile, and email are Contentful, Sanity, Storyblok, Hygraph, Strapi, and Prismic. These systems provide flexible APIs (REST/GraphQL), schema-driven modeling, and editor experiences... |
| What headless CMS platforms let you manage content across a mobile app, website, and digital signage all from one place? | bing-copilot-search | Leading platforms that support true omnichannel delivery include Contentful, Sanity, Storyblok, Strapi, Hygraph, Prismic, Directus, Kontent.ai, and Contentstack.[The 15 Best Headless CMS Platforms Compared \| Hashmeta](https://hashmeta.com/blog/the-15-... |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| perplexity | Sanity | ...content across development, staging, and production: \| Platform \| Why it’s a good fit \| Framework fit \| \|---\|---\|---\| \| Sanity \| Particularly strong for interactive visual previews: editors can view drafts in a frontend preview, click content to ed... |
| google-ai-mode | Storyblok | Enable Draft Mode in Next.js for Storyblok Visual Editor[Visual Editing with Next.js App Router \| Sanity Docs](https://www.sanity.io/docs/visual-editing/visual-editing-with-next-js-app-rout... |
| google-ai-mode | Sanity | ...yblok Visual Editor](https://www.storyblok.com/tp/nextjs-draft-mode-visual-editor)Visual Editing with Next.js App Router \| Sanity Docs[How to choose a headless CMS in 202... |
| chatgpt-search | Sanity | For frontend teams using Next.js or Nuxt, I’d shortlist Sanity, Storyblok, Contentful, and Payload CMS first. |
| google-ai | Sanity | Sanity * Best For: Complex structured content, custom editing experiences, and real-time collaboration. |
| google-ai | Prismic | Prismic * Best For: Fast setup, marketing sites, and teams relying heavily on modular "Slices". |
| perplexity | Storyblok | Storyblok — Its Visual Editor supports drag-and-drop page composition and in-context previews. |
| perplexity | Builder.io | Builder.io — Its Visual Editor lets marketers build pages and experiences from components supplied by developers, using a no-code editing interface. |
| google-ai-mode | Prismic | An In-Depth Guide (2026) - Prismic](https://prismic.io/blog/what-is-headless-cms)The 6 best headless CMS platforms for marketing teams in 2026[6 Headless CMS with the Best Visual Editing (2026)](ht... |
| bing-copilot-search | Prismic | The strongest options are Storyblok, Contentstack, Prismic, Builder.io, Sanity, Contentful, Agility CMS, Hygraph, Optimizely, and Ghost.[6 Best Headless CMS for Visual Editing in 2026 (Compared)](https://prismic.io/blog/best-headless-cms-with-visual-e... |
| chatgpt-search | Prismic | 6 Best Headless CMS for Visual Editing in 2026 (Compared)Prismic for developers: A headless CMS built for your stack ## Best headless CMS platforms for ma... |
| chatgpt-search | Storyblok | ...built for your stack](https://prismic.io/developers) ## Best headless CMS platforms for marketer-led page building ## 1. Storyblok Best for WYSIWYG editing Its Visual Editor lets marketers edit content in the context of a live page, work with reusabl... |



## Trend

Visibility delta: 4.800000000000001
Avg position delta: 3.015151515151515
Citation count delta: 26
