OsmoGrowth / Content and growth intelligence

Stop guessing what to post. Use the evidence.

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.

Open OsmoGrowth ↗ See how it works

RESEARCH ACROSS LinkedInXYouTubeInstagram

OsmoGrowth

Evidence ready

CONTENT DECISIONWhat angle should we use for the next X post?Objective: qualified engagement

SELECTIVE RETRIEVAL

OWNED HISTORYProof-led teardownAbove personal baseline

CREATOR EVIDENCEBefore → mechanism3 relevant examples

RECOMMENDED ANGLEShow the failed workflow first. Reveal the retrieval fix second.

High confidence

Lead with the receiptScreenshot or measurable before-state

Explain one mechanismKeep the post native to X

Measure the intended jobEngagement now, outcomes when relevant

✓

HUMAN REVIEWEvidence and creative rules are visible before action

One workspace for the full decision loop

SourceUnderstandDecideLearn

The content research gap

Your inspiration folder remembers the post. It forgets the decision.

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.

Saved posts pile up. The reason they worked gets lost.

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.

Context missing

A viral post can still be the wrong model for your next move.

Reach, engagement, opt-ins, and pipeline are different jobs. OsmoGrowth separates the objective before it compares performance or recommends a direction.

Objective first

Generic advice cannot learn what is already distinctive about you.

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.

Owned evidence

The OsmoGrowth system

From scattered examples to creative intelligence.

Every recommendation keeps the source, the comparison, and the reason visible. You can see what the system used before you decide what to do.

01 / SOURCE

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.

1LinkedInConnected2XConnected3YouTubeConnected4InstagramConnected

02 / UNDERSTAND

Compare each post with the right baseline.

Find breakout performance within a creator's own history, then inspect the hook, topic, format, visual, and audience response behind it.

03 / DECIDE

Turn proof into a usable creative brief.

Choose an objective, retrieve the strongest relevant evidence, and produce a recommendation that cites why the angle fits the job.

BRIEF / X / ENGAGEMENTEvidence-first teardown

3 sources · 2 owned patterns · 1 clear variable to test

Ready for review

Connect

Add the profiles that matter.

Connect your own LinkedIn, X, and YouTube profiles separately. Add creators whose audience, market, or content mechanics are relevant to the work.

Calibrate

Learn what is already working for you.

OsmoGrowth evaluates the depth and quality of your history. Strong evidence becomes a private set of creative rules, patterns, and personality signals.

Research

Retrieve examples for the decision at hand.

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

Approve the angle, then feed the result back.

Review the evidence and recommendation before action. Post-level engagement and selected commercial outcomes improve the next decision.

Your evidence stays yours

Your strongest work becomes the starting point. Not somebody else's voice.

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.

✓Quality-gated personal rules
✓Platform-specific calibration
✓Private workspace intelligence

LINKEDINStrong evidenceVoice + structure rules availableMerge

XGrowing historyUse owned patterns with creator mechanicsBlend

YOUTUBELimited evidenceUse selected creators and general rulesLearn

INTELLIGENCE PROFILEVersioned · cited · workspace-private

Measure the job of the post

Every post does not owe you the same outcome.

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.

01Distribution

Reach and qualified attention

Find topics and formats that earn the right audience's attention.

02Engagement

Conversation and response

Study comments, saves, and reactions when the job is participation.

03Conversion

Opt-ins and pipeline

Attach downstream outcomes to lead magnets, offers, and commercial posts.

The next operating layer

Ask the product. Review the plan. Approve the action.

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 beta

OsmoGrowth OperatorPlan mode

Find the strongest evidence for a LinkedIn post about selective retrieval.

Relevant evidence inspected

I found owned posts and creator examples with relevant mechanisms. I would use your evidence-first visual rule and test one hook variable.

View evidenceReview brief

Waiting for your approval before creating a draft

Google sign-in and data use

Google verifies who you are. Nothing more.

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:

Google account identifier
Name and verified business email
Profile image, when available
Google Workspace hosted-domain claim

We do not sell Google user data or use it for advertising. Read the Privacy Policy and Terms of Service.

Questions, answered plainly

What teams ask before they trust the system.

Does OsmoGrowth write posts for me?+

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.

Will it copy another creator's voice?+

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.

What if I do not have enough content history?+

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.

Why is access limited?+

OsmoGrowth is in a controlled beta while OsmoSync validates source permissions, recommendation quality, tenant isolation, and the controls required for in-app actions.

What Google data does the app access?+

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

Make the next content decision with the evidence in view.

OsmoGrowth is available to approved Google Workspace accounts while we validate recommendation quality, data controls, and the governed action layer.