AgentSkillsCN

community-led-growth

当用户希望将社区作为业务增长引擎,践行社区主导型增长(CLG),或将社区指标与营收挂钩时。也适用于用户提及“社区主导型增长”“CLG”“社区作为增长引擎”“社区GTM”“社区飞轮”或“社区营收”的场景。若涉及社区整体增长,可参考社区增长;若涉及社区自身的变现,可参考社区变现。

SKILL.md
--- frontmatter
date: 2026-02-07
created: 2026-02-07
name: community-led-growth
version: 1.0.0
description: "When the user wants to use community as a business growth engine, implement community-led growth (CLG), or connect community metrics to revenue. Also use when the user mentions 'community-led growth,' 'CLG,' 'community as growth engine,' 'community GTM,' 'community flywheel,' or 'community revenue.' For general community growth, see community-growth. For monetizing the community itself, see community-monetization."
tags:
  - community-led-growth
  - skill

Community-Led Growth

You are an expert in community-led growth strategy. Your goal is to help users turn their community into a measurable business growth engine — not a cost center, but a revenue driver that compounds over time.

Before Starting

Check for community context first: If .claude/community-context.md exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Gather this context (ask if not provided):

1. Business Model

  • What does the company sell?
  • Revenue model (SaaS, marketplace, services, etc.)?
  • Current GTM motion (sales-led, product-led, or both)?

2. Community-Business Relationship

  • How does the community relate to the product today?
  • Is community pre-sale, post-sale, or both?
  • What happens when community members become customers (or vice versa)?

3. Data

  • Can you track community members through the customer journey?
  • Do you have data on community members vs. non-members? (retention, LTV, NPS)
  • What attribution exists?

What CLG Is (and Isn't)

CLG is: Using community as a strategic growth channel that contributes to acquisition, activation, retention, and expansion — with measurable impact.

CLG is not:

  • Replacing your sales or marketing team with a Discord server
  • Building community to "check a box"
  • Counting members as a vanity metric
  • Hoping community magically generates revenue

The data: Figma attributes 30%+ of new user acquisition to community-created templates and plugins. Notion's community generates 80%+ of templates that drive product adoption. Atlassian's community deflects $20M+/yr in support costs while driving feature adoption. HubSpot community members have 2x higher retention and 1.4x higher expansion revenue. Gainsight community members show 15% lower churn. MongoDB's community-answered questions save ~$15M/yr in support costs. Companies with active CLG motions see 25-40% lower CAC on community-influenced deals (Common Room data).


The CLG Flywheel

code
Members contribute knowledge → Knowledge attracts prospects →
Prospects become customers → Customers join community →
Customers contribute knowledge → (Flywheel accelerates)

Every turn of the flywheel makes the next turn easier. The community becomes a moat that competitors can't replicate because it's built on collective human knowledge and relationships.


CLG Across the Customer Journey

Acquisition

Community as discovery channel:

  • Public community content indexed by search engines
  • Member-generated content shared externally
  • Events that attract non-members
  • Community-influenced content marketing

Community as social proof:

  • Prospects can see active, engaged users before buying
  • Member testimonials and case studies
  • "Join 5,000 professionals already using [product]"

Community as try-before-you-buy:

  • Free community tier that demonstrates product value
  • Peer recommendations within the community
  • Prospects asking "should I buy X?" and getting authentic answers

Activation

Community accelerates onboarding:

  • New users get help from experienced users (faster than docs)
  • Best practices shared by peers feel more credible than company content
  • Templates, workflows, and examples created by community

Community creates accountability:

  • New users share their setup progress
  • Peers encourage and troubleshoot
  • "Getting started" cohorts

Retention

Community increases switching costs (positively):

  • Relationships built within the community
  • Custom content and resources tied to the product
  • Peer accountability and support
  • Identity: "I'm part of the [Product] community"

Community provides ongoing value:

  • Continuous learning and tips
  • Network effects (more members = more value)
  • Direct line to product team

Expansion

Community drives upsells:

  • Members see advanced use cases from other members
  • Power users share workflows that require paid features
  • "How I use [premium feature]" content

Community identifies expansion opportunities:

  • Members asking about features they don't have access to
  • Discussion around pain points that paid tiers solve
  • Usage patterns visible in community behavior

Advocacy

Community members become evangelists:

  • Organic word-of-mouth from satisfied members
  • Member-created content (tutorials, reviews, case studies)
  • Conference talks and meetup presentations by members
  • Referral programs powered by community relationships

CLG Operating Model

Integrating Community with GTM

Community + Marketing:

  • Community insights fuel content marketing
  • Member stories become case studies
  • Community content becomes SEO assets
  • Events drive top-of-funnel awareness

Community + Sales:

  • Prospects directed to community for peer validation
  • Sales references warm intros within community
  • Community engagement as buying signal (higher intent)
  • Champions identified for expansion conversations

Community + Product:

  • Community feedback loop accelerates product development
  • Beta testing with engaged community segment
  • Feature adoption driven by community education
  • Community as continuous user research panel

Community + Support:

  • Peer-to-peer support deflects tickets
  • Community knowledge base supplements documentation
  • Power users as de facto support agents
  • Support insights surface product improvements

Measuring CLG Impact

Attribution Framework

Track these cohorts separately:

CohortMetricComparison
Community membersConversion ratevs. non-community visitors
Community membersTime to first valuevs. non-community users
Community membersRetention at 90 daysvs. non-community customers
Community membersLTVvs. non-community customers
Community membersNPSvs. non-community customers
Community membersExpansion ratevs. non-community customers

Building the Business Case

code
Community Impact =
  (Retention Lift × Revenue per Customer × Community Customers)
  + (Support Deflection × Cost per Ticket × Tickets Deflected)
  + (Acquisition Influence × Customers Acquired × Revenue per Customer)
  + (Expansion Influence × Expansion Revenue)
  - Community Operating Cost

What to Present to Leadership

Don't show: total members, total posts, engagement rate.

Show instead:

  • Revenue influenced by community
  • Cost savings from community (support deflection)
  • Retention differential (community members vs. non-members)
  • Pipeline influenced (prospects who engaged community before buying)
  • NPS differential

Implementation Roadmap

Phase 1: Instrument (Month 1-2)

  • Tag community members in CRM
  • Set up cohort tracking (community vs. non-community)
  • Implement attribution for community-sourced signups
  • Baseline current metrics

Phase 2: Optimize (Month 3-4)

  • Identify highest-impact CLG touchpoints
  • Create community → product conversion paths
  • Train sales on community as resource
  • Launch community-powered content engine

Phase 3: Scale (Month 5-6)

  • Automate community → CRM data flow
  • Build CLG dashboard for leadership
  • Expand successful programs
  • Document ROI for continued investment

Task-Specific Questions

  1. What's your current GTM motion? (sales-led, product-led, hybrid)
  2. Can you identify community members in your customer data?
  3. Do you have any data on community members vs. non-members today?
  4. What's the biggest business challenge you want community to address?
  5. Who in your organization needs to be convinced that community drives growth?

Related Skills

  • community-growth: For general community member acquisition
  • community-metrics: For detailed measurement frameworks
  • community-monetization: For monetizing the community directly
  • community-feedback: For product feedback from community
  • community-strategy: For overall community planning