CMS-agnostic schema
Your CMS matters less than whether structured fields stay truthful over releases
Vendors promise one-click plugins; reality is drift between JSON-LD generators and headless frontends nobody regression-tests.
Model schema as regeneration pipelines tied to explicit fields and QA—whether content lives in WordPress, Sanity, Contentful, or custom stacks.
Where teams feel the friction
Headless realism
Expose structured pairs via APIs your engineers trust—not hidden metabox hacks.
AI drafts bounded
Assistants accelerate outlines while reviewers enforce glossary alignment.
Exports devs open
Bundles communicate priorities without SEO disappearing into opaque vendor UX.
Where Invention Novelty fits
We avoid lock-in mythology—success depends on teams exposing structured fields and running validation after deploys, regardless of CMS marketing.
Inside the workspace
- Schema builder assumptions documented without WP-only requirements.
- Editor flows emphasize review trails portable across stacks.
- Crawl and audit hooks remain CMS-neutral at integration boundaries.
Long-form methodology lives in the guide · All resources