Source-based content production and SEO workbench

Reduce tool switching and manual copy-paste while keeping every published page traceable to its keyword, brief and approval. For marketing teams and content agencies producing SEO articles for several owned websites, convert approved keyword sets, brand rules, source material and site inventories into editor-approved, publish-ready articles linked to their target pages. The benefit is a testable hypothesis, measured through published articles per editorial hour and ranking movement on tracked keywords; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect approved keyword sets, brand rules, source material and site inventories, then follow this sequence: 1. Research and cluster target keywords per site. 2. Generate article drafts from briefs and source material. 3. Optimize drafts against on-page SEO rules. 4. Score each draft and list concrete fixes. Resolve uncertain cases with qualified editors, approve editor-approved, publish-ready articles linked to their target pages, publish through the connected CMS, and measure published articles per editorial hour and ranking movement on tracked keywords against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One approved site inventory and brand rule set; final fact, legal and editorial checks remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve brand voice, source attribution, quotation accuracy and usage permissions. Editors approve substantive changes and publication scope. One approved site inventory and brand rule set; final fact, legal and editorial checks remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One approved site inventory and brand rule set; final fact, legal and editorial checks remain human. Implement one approved input format, a bounded representative case set and the first two task modules: research and cluster target keywords per site; generate article drafts from briefs and source material. Support the third module with operator review: optimize drafts against on-page SEO rules. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Customer-owned CMS and site analytics, authorized keyword data sources and permitted research sources. Cloud document storage, Markdown import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Keyword and brief workspace, Editable article preview, Publishing and performance view. Use a list of sites and content plans, a large central editing canvas with Markdown and live preview, and a right-hand panel for keywords, scores, sources and comments. Let users compare draft versions and language variants side by side. Display draft, changes requested, approved and published states. Provide a client or stakeholder preview link with comments anchored to the relevant section. Make the task-specific outcome editor-approved, publish-ready articles linked to their target pages visible beside its evidence, review state and value baseline.