One evidence layer across every channel.
Track selected creators and public posts across LinkedIn, X, YouTube, and Instagram. Keep the source, media, metrics, and collection context attached.
OsmoGrowth / Content and growth intelligence
OsmoGrowth is a content and growth intelligence application for teams. It helps you study creator content alongside your own publishing history, then turn that evidence into clearer decisions across LinkedIn, X, YouTube, and Instagram.
One workspace for the full decision loop
01The content research gap
Most research systems collect examples. They do not preserve enough context to tell you what applies to your audience, your objective, or your next move.
01 / Context missing
A swipe file preserves the surface. It rarely preserves the creator baseline, audience context, post objective, visual mechanism, or result that made the example useful.
02 / Objective first
Reach, engagement, opt-ins, and pipeline are different jobs. OsmoGrowth separates the objective before it compares performance or recommends a direction.
03 / Owned evidence
Your own history should shape the rules when the evidence is strong. Creator inspiration should add mechanics, not replace your voice with someone else's style.
02The OsmoGrowth system
Every recommendation keeps the source, the comparison, and the reason visible. You can see what the system used before you decide what to do.
Track selected creators and public posts across LinkedIn, X, YouTube, and Instagram. Keep the source, media, metrics, and collection context attached.
Find breakout performance within a creator's own history, then inspect the hook, topic, format, visual, and audience response behind it.
Choose an objective, retrieve the strongest relevant evidence, and produce a recommendation that cites why the angle fits the job.
3 sources · 2 owned patterns · 1 clear variable to test
Ready for review03How it works
Start with the evidence you already have. OsmoGrowth fills the gaps without turning every source into a permanent rule.
Open the controlled beta →Connect
Connect your own LinkedIn, X, and YouTube profiles separately. Add creators whose audience, market, or content mechanics are relevant to the work.
Calibrate
OsmoGrowth evaluates the depth and quality of your history. Strong evidence becomes a private set of creative rules, patterns, and personality signals.
Research
The system narrows the corpus by platform, objective, topic, format, freshness, and performance instead of dumping an entire creator archive into one prompt.
Create and learn
Review the evidence and recommendation before action. Post-level engagement and selected commercial outcomes improve the next decision.
04Your evidence stays yours
Connect each owned profile separately. When the history is strong, OsmoGrowth can infer private creative rules, recurring strengths, and personality signals. When it is thin, the product stays honest and uses general rules plus the creators you selected.

05Measure the job of the post
OsmoGrowth separates distribution and engagement from posts designed to create a commercial action. That keeps the feedback useful instead of forcing every idea into one revenue score.
Find topics and formats that earn the right audience's attention.
Study comments, saves, and reactions when the job is participation.
Attach downstream outcomes to lead magnets, offers, and commercial posts.
06The next operating layer
The in-app AI operator is being designed to feel like a capable coding-agent harness for growth work. It will research, explain, and prepare actions through a controlled tool registry, with account-level entitlements and explicit approval for consequential steps.
Planned capability · not active in the current controlled beta07Google sign-in and data use
OsmoGrowth uses Google OAuth to authenticate eligible Google Workspace users and protect account access. It does not request access to Gmail, Google Drive, Calendar, Contacts, or other Workspace content.
With your consent, OsmoGrowth receives only the basic identity information needed to sign you in and evaluate Workspace eligibility:
We do not sell Google user data or use it for advertising. Read the Privacy Policy and Terms of Service.
Questions, answered plainly
It helps you research, choose an angle, and create an evidence-backed brief. Human review stays in the loop. Publishing and more advanced in-app actions will only run through approved product tools.
No. Creator examples contribute mechanics such as structure, hook type, topic treatment, or visual proof. Your own evidence and explicit preferences remain private and take priority when they are strong enough.
OsmoGrowth falls back to general platform rules and the creators you selected. As your own evidence grows, the system can merge it into a more specific Intelligence Profile.
OsmoGrowth is in a controlled beta while OsmoSync validates source permissions, recommendation quality, tenant isolation, and the controls required for in-app actions.
Google OAuth is used only for identity and managed Workspace eligibility. OsmoGrowth does not request access to Gmail, Drive, Calendar, Contacts, or other Workspace content.
Controlled beta by OsmoSync
OsmoGrowth is available to approved Google Workspace accounts while we validate recommendation quality, data controls, and the governed action layer. Access may be limited during the controlled beta.
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