AIKIT SOLUTIONS
AI Content Automation
These pipelines watch authorized sources, turn new items into structured drafts, and wait for a person before anything is published. They are not a product for copying websites or buying rankings.
What this service is
A practical system monitors RSS, APIs, or sites you are allowed to use; detects new items; deduplicates; extracts; classifies; and prepares an editorial draft plus SEO metadata suggestions.
Publishing to WordPress or another CMS is optional and should stay behind human review, logs, retries, and alerts. Genuine editorial value is the point — not silent republishing.
Problems it solves
Editors spending the morning collecting the same source updates instead of reviewing drafts.
Uncontrolled mass publish, scraped pages rewritten for SEO, or pipelines that ignore robots, copyright, and API terms.
What I build
- Monitoring authorized websites and feeds
- RSS feeds and APIs
- Scheduled collection
- New-item detection
- Deduplication
- Structured extraction
- Classification
- AI summarization for editors
- Combining multiple permitted sources
- Editorial draft preparation
- SEO title and meta suggestions
- Internal-link suggestions
- WordPress / CMS publishing (after approval)
- Logging, retries, alerts
- Optional human approval
Common use cases
- RSS → draft brief for an editor
- API updates → structured changelog
- Approved sources → review queue, not silent republish
- Dedupe + retry + alert when a source fails
How the workflow works
Scheduler → collect → dedupe (database) → extract → AI analysis → editorial draft → metadata → quality check → human approval → CMS.
Errors retry, then alert. The database is what prevents processing the same item twice. Rankings are not a deliverable.
The DEMO / CONCEPT dashboard is AI Content Pipeline. Scheduling and retries overlap AI Automation; tool-using steps overlap AI Agents.
When this is useful
Useful when you have permissioned sources and an editor who will review. Useless as a “set and forget Google” machine.
FAQ
Where do content sources come from?
A production pipeline should use authorized sources, APIs, or feeds and honor robots, copyright, and attribution. Collection is scheduled and logged. This is not a product for copying the open web.
How does this relate to SEO?
The system can prepare editorial drafts plus suggested titles, descriptions, and internal links for a person to review. That supports SEO work; it does not buy rankings. Search performance still depends on competition, content quality, and continued optimization.
Does content publish without a person?
The concept shown here keeps human approval in front of CMS publish when rights or quality are unclear. Automatic publish can be designed only where you explicitly allow it. The demo does not publish to WordPress or any live CMS.
What does deduplication do?
A database remembers processed URLs, hashes, or IDs so the same item is not drafted twice. That keeps the review queue usable. Deduplication is part of a real pipeline, not an optional extra.
Can it suggest internal links?
Suggested links can be drafted against your sitemap or CMS and presented as a list for an editor to accept or reject. The model should not silently rewrite your information architecture. A person remains in control of what gets published.
What happens if a source fails?
The run can retry, then raise an alert by email, chat, or ticket. Other sources should keep processing. Failed items stay visible so an editor can see what stopped rather than a silent gap.