AEO stack
Your AEO stack still needs reviewers—models just shorten drafts
Teams buy AI expecting autopilot; unstructured prompts duplicate FAQs; governance disappears across locales.
Anchor drafting aids inside projects with schema coupling and explicit approvals before merges propagate broadly.
Where teams feel the friction
Humans own governance
Diff reviews remain mandatory—especially where regulated claims appear.
Structure beats clever prompts alone
Templates and fields constrain drift better than one-off chat threads nobody audits.
API realism
Workspace APIs assist retrieval workflows—they do not invent citation-grade competitor dossiers.
Where Invention Novelty fits
We integrate AI helpers where they accelerate bounded tasks—FAQ drafts, outline expansions—while shouting loudly that verification stays yours.
Inside the workspace
- AEO dashboard surfaces align with described assistant scopes.
- FAQ tooling respects project boundaries.
- Documentation emphasizes reviewer checkpoints—not autonomous SEO bots.
Long-form methodology lives in the guide · All resources