
Ghost
CMS
Contentful
CMSGhost and Contentful are both popular choices, but they serve different needs. Ghost is a CMS with a traditional, manual approach to building, while Contentful is a CMS that prioritises developer or designer control.
Below you'll find a side-by-side breakdown of detection signals, AI scores, and technical fingerprints — plus our honest take on which builder wins for different use cases.
How we detect Ghost vs Contentful — see our methodology: AI Influence Score calculation, evidence tiers, and fingerprint signal types.
| Category | CMS | CMS |
| AI Score | 20/100 — Traditional | 20/100 — Traditional |
| Detection Signals | 7 patterns | 7 patterns |
| Script Detection | 2 patterns | 2 patterns |
| CDN Detection | — | 2 domains |
| Header Detection | 2 headers | — |
| Sites Detected | 2,300 scans | 583 scans |
| Best For | Blogs & content-heavy sitesTry Ghost → | Blogs & content-heavy sitesTry Contentful → |
| Official Website | Visit | Visit |
CMS
Ghost is a cms with an AI Score of 20/100 (Traditional). Our detection engine uses 7 signal patterns to identify Ghost-built sites.
CMS
Contentful is a cms with an AI Score of 20/100 (Traditional). Our detection engine uses 7 signal patterns to identify Contentful-built sites.
Ghost is an open-source Node.js-based content management system designed primarily for professional publishers, bloggers, and media organizations seeking a streamlined platform for subscription-based content and newsletters. AIWebsiteDetector.com identifies Ghost-powered sites using a combination of 2 script patterns, 2 HTML patterns, 2 HTTP headers, and 1 meta tag pattern, providing multiple redundant signals that make detection highly reliable even when sites use custom themes or third-party CDNs. Common detection signals include Ghost-specific script references embedded in page source, characteristic HTML structural attributes injected by the Ghost rendering engine, and HTTP response headers that expose version or platform metadata. The meta tag pattern typically surfaces a generator tag pointing explicitly to Ghost, which remains present across most default and custom theme configurations and serves as one of the most definitive single-signal identifiers. Ghost is available both as a self-hosted open-source installation and as a managed cloud service through Ghost(Pro), meaning detection patterns must account for both infrastructure environments — a distinction reflected in the diversity of header-based signals our engine tracks. The platform's consistent use of standardized theme APIs and its tightly controlled front-end architecture make it one of the more reliably detectable CMS platforms in the publishing category.
Contentful is a headless content management system designed for developers, digital teams, and enterprise organizations that need to deliver structured content across multiple platforms and channels from a single API-driven backend. Sites built on Contentful are identified through a combination of technical signals, including two distinct script patterns embedded in page source, two CDN domain references used to serve Contentful-hosted assets, two HTML attribute patterns characteristic of its content delivery markup, and one meta tag pattern tied to its platform fingerprint. These signals collectively allow AIWebsiteDetector.com's detection engine to identify Contentful-powered sites with strong confidence, whether the frontend is built in React, Next.js, Gatsby, or any other framework consuming the Contentful API. Because Contentful operates as a headless CMS, the visible frontend can vary dramatically between implementations, making the underlying script and CDN references the most reliable and consistent detection vectors. Contentful offers a free tier for small projects alongside paid plans that scale to enterprise usage, and its consistent use of dedicated CDN infrastructure — rather than self-hosted assets — makes it distinctively traceable even when the frontend design gives no obvious visual indication of the platform beneath.
Choose Ghost if…
Choose Contentful if…
Our Pick — Based on 2,883+ detections
Detected 4× more often than Contentful across our database of scanned sites.
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