‘Headless CMS’ is an architecture—not one integration.

SEOForge does not claim universal CMS writes. A safe workflow must map the exact vendor/API, environments, content types, references, localization, preview tokens and frontend deployment hook. No general direct adapter is live.

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Article

├─ author → Person

├─ topics[] → Topic

├─ locale → en-IN

adapter: verify

Required detection

Vendor/API, space/project, environment, content type schema, validation, references, rich-text representation, workflow states and rate limits.

Metadata + localization

Per-locale slugs, canonical/hreflang ownership, SEO/OG fields and sitemap responsibility across CMS and frontend.

Images + deployment

Asset pipeline, transformations/alt fields, preview webhook, frontend cache/revalidation and production environment promotion all need explicit mapping.

Before → intended after

From flat prose to a reference-safe entry.

Before

Unmapped document with broken locale assumptions and no author/topic references.

Intended after

Schema-valid draft entry, resolved references/assets, locale metadata, preview URL and explicit environment promotion approval.

Evaluation checklist

No credential before an adapter decision.

Name CMS vendor, API and environment model
Map write scopes and least-privilege identity
Test rich text, references and asset behavior
Define preview/revalidation/deployment ownership
Document rollback and entry-version recovery

Limitations

Contentful, Sanity, Strapi, Hygraph and custom APIs differ materially. SEOForge has no universal direct CMS connector; repository-managed content may use GitHub, but that does not grant CMS API access.

Paid deployment · human authority

Map the actual CMS before designing automation.

Talk to sales for an architecture and adapter-readiness review; purchase only after the supported production path is explicit.

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