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AI-assisted social media operating system

Manage your social media withLurinSocial, not guesswork.

LurinSocial measures your performance data, diagnoses the core issue, and defines the right strategy. It turns that strategy into content ideas, copy, and a weekly plan — then learns from the results to shape the next decision.

SMBs invest in the right content. Agencies manage analysis, production, and approval for every brand from a single system.

Human-approved workflowBrand-specific decision system

Today's summary

Today's growth decision is ready.

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Performance health

78/100
Good

Confidence level

High

Enough signal is available for a decision.

Priority area

Diversity

Format mix is unbalanced.

Action

Impact: High

Increase video content share

Keep the format that's working while launching a new video series as a parallel test.

Estimated impact +18% engagement

Review action

Plan

May 12 – 18
Content count3
Platforms3
Campaigns1
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Approvals

3 items
Review all
01

Measure the signals

Bring the important inputs into one view.

02

Diagnose the issue

Separate the weak component from the likely cause.

03

Prioritize the decision

Identify the next actionable step.

04

Learn from outcomes

Feed observed results into the next cycle.

Who is it for?

For teams that want to systemize social media decisions.

The workspace adapts to your brand structure, team model, and decision needs.

SMBs

It's often unclear which post is actually driving results. Social media is usually run by one person; without a dedicated analytics team or agency budget, decisions get made on competitor-watching and instinct.

The Lurin approach

Lurin removes the need for a specialist team: it measures data automatically and delivers one prioritized action a week, with its reasoning — a decision you can act on in minutes.

Growing brands

As content volume grows, everyone settles on their own version of "right"; every new hire starts from zero, and no shared memory forms around which format or theme actually works. Volume goes up, but results don't grow at the same pace.

The Lurin approach

Lurin turns past decisions and outcomes into institutional memory, unifying strategy, calendar, and approval into one decision loop — so consistency holds as the team grows.

Agencies and teams

Every brand is tracked with a different tool and process; answering "why was this decision made" usually means digging through old threads. That continuity disappears the moment a team member changes.

The Lurin approach

Lurin keeps every brand in its own context but governed by one shared decision framework; diagnosis and reasoning are reported automatically, with the whole portfolio visible in one view.

Operating loop

From data to decisions, from decisions to continuous learning.

LurinSocial does more than produce reports. It turns measurement into an actionable decision and carries the outcome into the next cycle.

1

Collect signals

Bring key inputs from connected channels into a consistent view.

2

Diagnose

Separate healthy, stagnant, and at-risk areas with likely causes.

3

Decide

Prioritize the next action with its rationale.

4

Plan and apply

Turn the decision into strategy, calendar, and approval flow.

5

Learn

Measure the outcome and add it to the next decision context.

The system is a recurring decision loop, not a one-time report.

The core difference

The system recommends the decision; your team approves the action.

Recommendations are reviewed, edited, and approved before publication; automation never replaces the human.

Human approval is part of the system.

Recommendations and content can be reviewed, edited, and approved before publication.

Controlled automation

Decisions should be explainable

The system shows not only what to do, but why.

Every recommendation is presented with diagnosis signals and the working areas that should be protected.

Diagnosis summary
82/100

Balanced brand health

Overall performance is stable, while content variety is narrowing.

Engagement quality is stableStable
Community signal is holdingStable
Format distribution is narrowingWatch
Recommended decision
Priority

Keep the working format. Start the new video series as a parallel experiment.

The current format still creates value. A controlled test explores a new area without disrupting current performance.

Why this decision?

The system protects working areas and intervenes only where evidence points. It recommends the lowest-risk step supported by the available signals.

View decision logic

Execution layer

Strategy becomes an actionable week.

Themes, content mix, drafts, and approvals move through the same workspace.

Weekly operating plan
Sample view

Mon

Tue

Wed

Thu

Fri

Sat

Sun

Strategy

Ready

Drafts

In review

Approval

Pending

Strategy is prepared

The weekly theme and content mix are created from the current diagnosis and decision.

Drafts are produced

Content briefs are prepared for the defined goal.

The team reviews

Outputs are edited and approved before publication.

The outcome returns

Execution results are connected to the next decision cycle.

Product value

Not more content. Better decision discipline.

The goal is not to automate everything, but to help teams focus on the right thing at the right time.

Clear priority

Turn scattered metrics into one actionable next step.

Consistent operations

Connect diagnosis, strategy, calendar, and approval under one logic.

Controlled change

Protect what works and intervene only where evidence points.

Institutional memory

Turn past decisions and outcomes into context for future strategy.

Example use cases

Different problems, one decision framework.

These examples are not customer success claims; they illustrate product behavior.

Small business

Engagement is volatile and the team does not know which metric should guide the next move.

System approach

Isolate the critical signal and present the first actionable step with its rationale.

Growing brand

Content volume has increased, but formats and goals have drifted apart.

System approach

Connect diagnosis to weekly strategy and bring theme, format mix, and goal into one plan.

Agency

Multiple brands are monitored through different processes and decision history is fragmented.

System approach

Keep brand context separate while making diagnosis, approvals, and progress visible.

The scenarios are not verified customer outcomes or performance guarantees.

Early access plans

Scope shaped around your operating needs.

The product is in early access. Scope is defined together based on brand and team structure.

Early Access

For teams establishing the core decision loop for one brand.

Based on scope

  • Brand health and diagnosis
  • Decision and strategy outputs
  • Weekly plan
  • Human-approved workflow
Request access
Best starting point

Growing Brands

For brands managing more content, team members, and decision history.

Based on scope

  • Everything in Early Access
  • Expanded strategy view
  • Decision history
  • Team workspace
Request access

Agency and Multi-brand

For teams managing multiple brands under a shared operating standard.

Custom plan

  • Multi-brand portfolio
  • Client approval layer
  • Roles and workspaces
  • Dedicated setup support
Request access

Pricing is clarified by enabled modules, brand count, and team setup.

Common questions

What to know before making a decision.

Clear answers about scope, human approval, and data use.

Early access

Run social media with a system—not guesswork.

Evaluate LurinSocial's diagnosis, decision, and strategy loop for your brand.

Scope and fit are reviewed together after application.