Turn sources into ranked opportunities.
Cernaro turns trusted sources into Content Opportunities ranked by persona fit — then helps your team refine, distribute, schedule, and learn from every post. Your Knowledge Base keeps the voice consistent.
Built for creators, founders, consultants, and content teams turning sources into content.
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
One workflow, not five tools
Discovery, drafting, distribution, scheduling, and analytics in one place.
Ranked opportunities per run
Every source run returns the top persona-fit matches by default.
Source run to scheduled post
Rank, draft, adapt, and schedule without tool-switching.
Persona-first ranking
Opportunities are scored for persona fit before any generation.
Built for every kind of content creator
The problem
Content creation is scattered.
Creators and brands collect ideas in one place, save research somewhere else, generate AI drafts in another tool, schedule posts separately, and check analytics in different dashboards. The result is disconnected content, repeated ideas, weak learning, and generic AI output.
Sources are scattered
Research lives in bookmarks, Notion pages, and open tabs. There is no single place to turn sources into ideas.
AI has no memory
Generic AI tools write in a generic voice. Every session starts from zero with no knowledge of your style or audience.
Every platform needs manual rewriting
One idea requires five rewrites for five platforms. The process kills momentum and depth.
Scheduling is disconnected
Content is created in one tool, scheduled in another, and tracked in a third. The workflow is fragmented.
Analytics don't improve the next post
You see numbers but the insight never travels back to creation. Performance data doesn't change how you write.
Cernaro connects everything.
One system that turns trusted sources into ranked Content Opportunities, keeps your voice with the Knowledge Base, and makes the next run sharper from performance data.
How Cernaro works
Trusted sources in. Ranked opportunities out. A clear path to published.
Source Hub
Run saved sources or quick imports
Content Opportunities
Ranked by persona fit
Post Studio
Refine by hand (preview)
Distribution Studio
Platform-specific versions
Calendar & Scheduling
Publish & operate
Analytics
Learn, then feed the next run
Source Hub creates Content Opportunities — never posts directly. Persona fit is ranked before Knowledge Base rules are applied.
Source Hub
Turn any source into Content Opportunities.
Save monitored sources in your Source Library or run a Quick Import. Cernaro detects RSS feeds (or falls back to a web monitor), extracts articles and transcripts, and ranks every find against your selected persona — turning the strongest into Content Opportunities.
Run by persona, time window & content goal · RSS auto-detected, web monitor fallback.
Content Opportunity from YouTube Video
Source Summary
Notion shipped real-time task delegation across 40+ integrations, pushing toward an agent-first workflow design...
Persona Fit
92% — strong match for your Founder persona's voice and audience. Ranked above 6 other finds from this run.
Suggested Platforms & Format
LinkedIn + X · Educational post · Low risk. Override the platform or format before you generate.
Knowledge Base Rules
Applied after the persona is chosen: question hook, no corporate jargon, end with a specific CTA.
Knowledge Base
Your voice, enforced on every draft.
The Knowledge Base is Cernaro's quality control. Store your voice rules, hooks, templates, examples, and bad phrases — then target them to the right personas and platforms so every generated draft holds your standard.
Voice rules, hooks, templates, examples & bad phrases in one place
Apply a rule to all personas or only selected ones
Target specific platforms, or keep rules global
Toggle each item active or inactive in generation
Persona fit is selected first. These Knowledge Base rules apply after that persona is chosen.
Ahmad — Main Persona
Personal brand · Active
Best Posts
Writing Style
Brand Voice
Hook Templates
Audience Notes
Platform Rules
Bad Examples
Engagement Learnings
Post Studio — Preview
Refine every draft by hand.
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 full source context, hook and CTA pickers, quality scoring, and Cernaro Copilot in one workspace.
Source
YouTube: AI Content Ops
Angle: Systems over tools · Hook type: Contrarian
Knowledge Match
Cernaro Copilot
Hook Option
Most teams still use 6 different tools to create one piece of content. They research in one place, draft in another, schedule in a third, and check analytics in a fourth. The result: generic AI output, missed insights, and content that doesn't sound like them. Cernaro fixes this. One system. Your voice. Every platform. Here's how the Source Engine works...
Scoring
Sample engagement estimate (illustrative)
+38% vs. baseline
97%
Matches your Writing Style profile
Illustrative product preview — sample data, not live results.
Distribution Studio
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.
Most teams still use 6 different tools to create one piece of content. The result is generic AI output that doesn't sound like you, missed insights from scattered analytics, and content that takes 3× longer to produce than it should. Here's how to fix it in one system...
Calendar & Scheduling
Your publishing operations center.
Every scheduled post in Table, Calendar, or Timeline views. Set publishing mode, posting windows, and approval — then connect the tools your team already uses.
Mon
Why AI content tools make content worse
ScheduledHot take: most AI tools are wrappers
ReadyTue
The source-to-post workflow explained
DraftWed
One idea, eight platform formats
IdeaThu
How to train AI on your voice
PublishedContent calendar best practices 2025
Needs MetricsFri
Sat
Sun
6 posts this week · 2 need attention
Best Platform
Best Format
Short post
Best Hook Type
Question
Best Source Type
YouTube
Engagement trend
AI Recommendation (sample)
Short posts created from YouTube sources are outperforming broad opinion posts by 38%. Create three more using this structure next week.
Illustrative product preview — sample data, not live results.
Analytics & Learning Loop
Learn what works, then make the next post sharper.
Cernaro doesn't just show you numbers — it closes the loop. Performance data travels back into the Knowledge Base, making every future draft smarter than the last.
Source & content performance
See which sources, platforms, formats, and hook types drive engagement — and which personas they fit best.
Persona learning
Cernaro learns what resonates per persona and sharpens how future finds are ranked for fit.
Feeds the next run
Recommendations flow back into new Content Opportunities and your Knowledge Base rules.
Who it's for
Built for people who create with intention.
From solo founders to marketing teams — Cernaro is how serious content creators scale quality without scaling effort.
For content strategists
A weekly source run hands you ranked Content Opportunities before you've had coffee. Pick one, refine it in Post Studio, and it's scheduled by lunch.
For founders & writers
Persona-fit ranking means you're not drafting things your audience won't care about. The Knowledge Base keeps every post sounding like you — not a template.
For marketing teams
Run sources, turn the best finds into opportunities, and ship platform versions from one calendar — more output without losing the voice.
Why creators choose Cernaro
Privacy-first
Cernaro doesn't train its own models on your content. Configured AI providers process it under their own terms.
Source-aware AI
Drafts are generated from the sources you ran, with the original one click away.
Voice-matched
Knowledge Base stores your style and applies it every time.
Data-driven
Analytics connect directly to future content decisions.
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.