
Payload CMS
CMS
Joomla
CMSPayload CMS and Joomla are both popular choices, but they serve different needs. Payload CMS is a CMS with a traditional, manual approach to building, while Joomla 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 Payload CMS vs Joomla — 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 | 2 patterns | 7 patterns |
| Script Detection | — | 2 patterns |
| CDN Detection | — | — |
| Header Detection | — | 1 headers |
| Sites Detected | No data yet | 427 scans |
| Best For | Blogs & content-heavy sitesTry Payload CMS → | Blogs & content-heavy sitesTry Joomla → |
| Official Website | Visit | Visit |
CMS
Payload CMS is a cms with an AI Score of 20/100 (Traditional). Our detection engine uses 2 signal patterns to identify Payload CMS-built sites.
CMS
Joomla is a cms with an AI Score of 20/100 (Traditional). Our detection engine uses 7 signal patterns to identify Joomla-built sites.
Payload is a TypeScript-native, self-hostable headless CMS built on Next.js, popular with developer teams who want full code-level control over their content models rather than a hosted SaaS platform. Because Payload is typically deployed headless — a separate frontend consumes its REST/GraphQL API rather than rendering pages itself — its public-facing signal surface is inherently weaker than a monolithic CMS like WordPress. AIWebsiteDetector looks for the `payload-token` admin-session cookie and any "Powered by Payload" branding text some starter templates leave in place, both best-effort signals given how much of a typical Payload deployment is invisible to an external scanner.
Joomla is an open-source content management system widely adopted by government agencies, educational institutions, and mid-sized organizations that require a flexible, extensible platform beyond basic blogging. AIWebsiteDetector.com identifies Joomla-powered sites through a layered set of technical signals, including 2 script patterns, 2 HTML patterns, 2 meta tag patterns, and 1 HTTP header, giving the detection engine multiple independent vectors to confirm a positive match. The HTML and meta tag patterns typically surface Joomla-specific generator tags and structural markup embedded during page rendering, while the script patterns correspond to core Joomla JavaScript assets loaded consistently across installations regardless of the active template. The HTTP header signal provides an additional layer of server-side confirmation, making it possible to detect Joomla even when front-end themes have been heavily customized or default markup has been partially obscured. Joomla is self-hosted and freely available under the GNU General Public License, meaning it can run on virtually any standard PHP and MySQL hosting stack — a deployment flexibility that contributes to its presence across a diverse range of site categories in the detection database. This architectural consistency across hosting environments is precisely what makes Joomla reliably detectable despite the wide variation in how individual sites are configured and styled.
Choose Payload CMS if…
Choose Joomla if…
Our Pick — Based on 427+ detections
The most frequently detected cms in our scan database.
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