Start with complete data
Expose range, freshness, completeness, and cache provenance.
Turn Search Console evidence into reviewed content actions.
Coordinate complete-day analytics, ranked opportunities, dated plans, page diagnosis, indexing, and internal links inside the same editorial workflow.
Search action loop
Illustrative product schematicBlogFactory · Editorial control schematics
Evidence becomes observable, reviewable work.
High impressions · low CTR
Refresh title and snippet
DraftReviewObserve
Make search evidence operational.
Turn signals into work
Create dated refresh, snippet, link, indexing, or new-content actions.
Inspect before changing
Use page, query, inspection, and sitemap evidence first.
Observe without overclaiming
Report correlation without causal or ranking claims.
The next best move sits beside its evidence.
The overview keeps Search Console provenance, page-one opportunities, and dependencies visible before work begins.
- Complete-day source
- Ranked next action
- Search dependencies
Prioritize upside without hiding the trend.
Performance trends and ranked opportunity classes share a screen so teams can see why an action is being proposed.
- Impressions and click trend
- Striking-distance queries
- Improved wins and risk
Evidence, action, review, observation.
Sync the evidence
Read complete-day property data and bounded page/query opportunities.
Build reviewed work
Add a dated action and hand content changes into the draft flow.
Observe the result
Compare later complete-day windows without claiming causation.
Built for controlled content operations.
Search evidence
Every result keeps scope and freshness visible.
- Overview and opportunities
- Page diagnostics
- Analytics Explorer
- Indexing state
Reviewable action
Search work uses the same human approval boundary.
- 30-day Growth Plan
- Snippet and refresh actions
- Internal links
- No automatic publishing
Before you connect.
Does BlogFactory keep sites separate?
Yes. Content, sources, permissions, provider access, search properties, and destinations remain scoped to the authorized site.
Can an MCP agent publish live or delete content?
No. Agent authority stops at approved CMS draft creation. Live publishing, deletion, credentials, and account administration stay outside MCP.
How can I use BlogFactory?
Self-host the AGPL-3.0-only release candidate for free, or create a managed BlogFactory Cloud account from $5 per month. Both editions keep CMS delivery draft-only.
Run BlogFactory where your content operation lives.
Inspect the public source, then follow the source-build Compose guide — or let Cloud run it from $5 a month. The boundary is identical in both.