Product
The source-to-content operating system.
Cernaro turns trusted sources into ranked Content Opportunities, then helps teams refine, distribute, schedule, and learn from every post.
Source Hub
notion.com/blog
Website
YouTube: AI in 2025
Video
Q4 Strategy Report.pdf
TechCrunch: AI Content
Article
Industry RSS Feed
RSS
Knowledge Base
AI is fundamentally changing how content teams operate. After analyzing 50+ tools this quarter, here's what actually matters for 2025...
Distribution Studio
Workflow
One connected path, source to published.
Source Hub creates Content Opportunities — never posts directly. Persona fit is ranked before Knowledge Base rules are applied.
Source Hub
Run saved sources or quick imports
Content Opportunities
Ranked by persona fit
Knowledge Base
Voice rules applied after persona
Post Studio
Refine by hand (preview)
Distribution Studio
Platform-specific versions
Calendar & Scheduling
Publish and operate
Analytics
Learn, feed the next run
Run trusted sources. Get ranked opportunities.
Save monitored sources in your Source Library or run a one-time Quick Import. Cernaro detects RSS feeds, falls back to a web monitor, and extracts articles and transcripts — then ranks them for persona fit.
Gary Vaynerchuk
Checks for new videos
TechCrunch — AI
RSS feed detected
Anthropic — News
Web monitor fallback
Illustrative product preview — sample data, not live results.
The strongest matches, ranked by persona fit.
Every find is scored against your selected persona before anything is drafted. You see why it matches, the suggested platforms and format, the risk level, and the Knowledge Base rules that will apply.
Why most creators use AI wrong
92%73% of creators report burnout
85%Illustrative product preview — sample data, not live results.
Quality control for every draft.
Store voice rules, hooks, templates, examples, and bad phrases — then target them to the right personas and platforms. Persona fit is selected first; these rules apply after that persona is chosen.
Open with a specific number
Lead with a measured figure, not a concept. Specific numbers earn immediate credibility.
Personas
Platforms
Persona fit is selected first. Knowledge Base rules apply after that persona is chosen.
Illustrative product preview — sample data, not live results.
The manual refinement workspace.
Post Studio is in preview and not part of the default navigation yet — today the Feed → Posts flow covers drafting and distribution. When it returns, it adds a draft queue with source context, hook and CTA pickers, quality scoring, and Cernaro Copilot.
Draft Queue
Why creators use AI wrong
2-hour content sprint
Key facts: consistency beats inspiration · AI extracts angles · 20-min drafting loop.
Hook
CTA
Cernaro Copilot: try a contrarian opener to push hook above 85.
Illustrative product preview — sample data, not live results.
One opportunity, every platform.
Distribution Studio turns one opportunity into platform-specific versions — each with its own score, length meter, and warnings. Edit inline, then batch approve, schedule, or send back to Post Studio.
Educational post
Most teams treat content like a sprint. Sprints end — systems do not. Here is the 3-step loop I run every week.
X
Thread
Most content strategies are built on inspiration, not systems. Here is why that fails.
Close to character limit
Illustrative product preview — sample data, not live results.
Your publishing operations center.
Every scheduled post in Table, Calendar, or Timeline views, with a day drawer and post detail panel. Set publishing modes and posting windows — then connect the tools your team already uses.
Mon
Tue
Wed
Illustrative product preview — sample data, not live results.
Learn what works, sharpen the next run.
See source and content performance, watch Cernaro learn what fits each persona, and act on recommendations that feed straight back into new opportunities and your Knowledge Base.
Best platform
+42%
Best source
YouTube
+38%
Short posts from YouTube sources outperform by 38%. Create three more next week.
Illustrative product preview — sample data, not live results.
Built to connect
Connect the tools you publish with.
Each integration does exactly what it says below: Google Calendar syncs via OAuth, Mastodon publishes via OAuth, Bluesky publishes with an app password, Slack sends posting reminders with configured credentials, and YouTube feeds channels and transcripts into your sources — it does not publish.
Google Calendar
Calendar sync via OAuth
Available when configured · Calendar → Connections
Slack
Posting reminders via configured credentials
Available when configured · Calendar → Connections
Mastodon
Publishing via OAuth
Available when configured · Calendar → Connections
Bluesky
Publishing via app password
Available when configured · Calendar → Connections
YouTube
Channel ingestion & transcripts — not publishing
Available when configured · Feed → Add feed
Notion
Not yet implemented
Planned
Outlook
Not yet implemented
Planned
WordPress
Not yet implemented
Planned
Zapier
Not yet implemented
Planned
Make
Not yet implemented
Planned
Publishing, reminders, and calendar sync are set up from the Calendar page's Connections panel; YouTube channels are added from the Feed.
Your content operating system awaits.
Turn trusted sources into ranked Content Opportunities, refine them, distribute everywhere, and learn from every post — all in one place.
From source run to scheduled post — in one operating system.