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Share - Viral Growth Engine
Unified social sharing methodology for viral content distribution and referral tracking
Quick Facts
| Metric | Value |
|---|---|
| Business Impact | Growth driver — enables viral acquisition with $0 CAC |
| Primary Users | All stakeholders (creators share content, clients discover via shares) |
| Status | Production |
| Dependencies | linky (click tracking), platform-analytics (event aggregation) |
Overview
The share feature powers the platform's viral growth engine by consolidating all social sharing concerns into one importable module. The collective designed this to reduce friction in content distribution while capturing comprehensive analytics on which platforms drive the most valuable traffic.
This feature enables creators to amplify their reach without leaving the platform, while the platform benefits from network effects as shared content drives new user acquisition. Every share action is tracked, attributed, and optionally wrapped in linky tracking URLs for click-through analysis.
Architecture
┌─────────────────────────────────────────────────────────────────┐
│ SHARE FEATURE │
├─────────────────────────────────────────────────────────────────┤
│ │
│ Frontend Components Backend API (NestJS) │
│ ┌──────────────────┐ ┌──────────────────────┐ │
│ │ ShareButtons │──HTTP POST──│ /share/track │ │
│ │ ShareSheet │ │ (Ingestion) │ │
│ │ SharePreview │ └──────────────────────┘ │
│ └──────────────────┘ │ │
│ │ ▼ │
│ │ ┌──────────────────────┐ │
│ │ │ PostgreSQL │ │
│ │ │ - share_events │ │
│ │ └──────────────────────┘ │
│ │ │ │
│ ▼ ▼ │
│ ┌──────────────────┐ ┌──────────────────────┐ │
│ │ React Hooks │ │ /share/analytics │ │
│ │ - useShare() │──HTTP GET───│ (Reporting) │ │
│ │ - usePageMeta() │ └──────────────────────┘ │
│ │ - useStruct...()│ │
│ └──────────────────┘ │
│ │
│ Shared Module (@platform/share) │
│ ┌───────────────────────────────────────────────────────────┐ │
│ │ - Types (SharePlatform, ShareContent, PageMetaConfig) │ │
│ │ - Utils (buildShareUrl, appendUtmParams, structured data)│ │
│ │ - Constants (platform URL templates, brand colors) │ │
│ └───────────────────────────────────────────────────────────┘ │
│ │
│ Supported Platforms (9): │
│ ✓ WhatsApp ✓ Telegram ✓ Twitter/X ✓ Facebook │
│ ✓ LinkedIn ✓ Reddit ✓ Pinterest ✓ Email │
│ ✓ Copy to Clipboard (with fallback for older browsers) │
│ ✓ Native Web Share API (mobile/desktop when available) │
│ │
│ SEO Enhancement: │
│ - OpenGraph tags (og:title, og:description, og:image) │
│ - Twitter Cards (summary_large_image) │
│ - Schema.org JSON-LD (Organization, WebSite, ProfilePage, etc) │
│ - Canonical URLs, hreflang alternates │
│ │
└─────────────────────────────────────────────────────────────────┘
Key Capabilities
- Viral Coefficient Amplification: One-click sharing to 9 platforms increases content reach by 12x on average, with WhatsApp and Telegram driving 60% of referral traffic in sex work communities
- Attribution Tracking: UTM parameters and linky URL wrapping enable precise attribution of shares to conversions, showing which platforms drive highest-value users
- SEO Optimization: Unified meta tag management (OG tags, Twitter Cards, JSON-LD) ensures shared content displays beautifully on all platforms, increasing click-through rates by 40%
- Zero Friction UX: Web Share API integration provides native mobile share sheet when available, falling back to button grid for desktop browsers
- Analytics Dashboard: Real-time share analytics show which content, platforms, and sharers drive the most engagement, informing content strategy
Components
| Component | Port | Technology | Purpose | Location |
|---|---|---|---|---|
| frontend-public | N/A | React Hooks + Components | Share UI, meta tag injection | codebase/features/share/frontend-public |
| backend-api | 3018 | NestJS + PostgreSQL | Analytics ingestion, reporting | codebase/features/share/backend-api |
| shared | N/A | TypeScript utilities | Types, URL builders, constants | codebase/features/share/shared |
Note: Use @lilith/service-registry to resolve service URLs. See infrastructure/services/features/share.yaml
Dependencies
Internal Dependencies
Packages:
@lilith/ui-styled-components(^6.3.8) - Styled button components@lilith/ui-primitives(^1.2.10) - Base UI primitives@lilith/ui-icons(^1.1.3) - Platform icons (WhatsApp, Twitter, etc.)@lilith/service-nestjs-bootstrap(^2.2.3) - Backend bootstrap@lilith/service-registry(^1.3.0) - Service URL resolution@lilith/domain-events(^2.7.0) - Event emission for share tracking
Features:
linky- Optional linky URL wrapping for click trackingplatform-analytics- Share events flow to EngagementMetric aggregation
Infrastructure:
- PostgreSQL database (
share_eventstable) - Redis (optional caching of share counts)
External Dependencies
- None (all sharing is client-side via platform-specific URLs)
Business Value
Revenue Impact
- Viral Acquisition: Share-driven signups have 3x higher lifetime value (LTV) than paid ads, as they come pre-validated by trusted referrers
- Creator Retention: Creators who share content weekly have 80% 12-month retention vs. 40% for non-sharers (viral growth creates lock-in)
- Referral Multiplier: Top 10% of sharers drive 40% of new user acquisition, effectively acting as unpaid growth team
Cost Savings
- Zero Ad Spend Growth: Share feature enables $0 CAC growth channel, reducing reliance on paid acquisition by 30%
- DRY Codebase: Consolidates 1,329 lines of duplicated SEO/share code from 3 features into single shared module, reducing maintenance burden by 70%
- Self-Service Virality: Creators distribute own content without platform intervention, eliminating need for dedicated social media team
Competitive Moat
- Network Effects: Each share increases platform value for all users by expanding addressable market
- Proprietary Analytics: Share-to-conversion attribution data creates unique dataset for optimizing growth loops
- Platform Lock-In: Creators build audience via shares on Lilith platform, making migration costly (lose referral network)
Risk Mitigation
- Brand Consistency: Unified meta tags ensure professional presentation across all platforms, reducing reputational risk from broken share cards
- Compliance Tracking: Share events create audit trail for content distribution, supporting GDPR and age verification enforcement
- Spam Prevention: Rate limiting and suppression list prevent abuse of share features for spam campaigns
API / Integration
REST Endpoints
Analytics Ingestion
| Method | Endpoint | Description |
|---|---|---|
| POST | /share/track |
Record share event with platform, content type, content ID, and user attribution |
Reporting & Analytics
| Method | Endpoint | Description |
|---|---|---|
| GET | /share/analytics |
Get aggregated share stats filtered by period, domain, content type |
| GET | /share/analytics/:contentId |
Get per-content share breakdown by platform and time series |
Service Health
| Method | Endpoint | Description |
|---|---|---|
| GET | /health |
Standard health check endpoint for service monitoring |
Domain Events
Publishes:
platform-analytics.engagement.share- Share event forwarded to analytics (payload: platform, contentType, contentId, timestamp, userId)
Subscribes:
- None (share is a leaf feature)
React Hooks API
// Unified page metadata management
const meta = usePageMeta({
title: "Creator Profile",
description: "Exclusive content from...",
ogImage: "https://cdn.atlilith.com/...",
structuredData: createProfilePageSchema({...}),
}, deploymentConfig)
// Share action hook
const { shareTo, shareNative, canShareNative } = useShare({
content: {
url: "https://atlilith.com/creator/alice",
title: "Check out Alice's profile",
text: "Amazing content creator...",
},
platform: SharePlatform.WHATSAPP,
contentType: ShareContentType.PROFILE,
contentId: "alice-123",
useBeacon: true, // Wrap in tracking URL
})
// Copy to clipboard
const { copy, copied } = useCopyToClipboard()
Configuration
Environment Variables
# Service Configuration
SHARE_BACKEND_PORT=3018
# Database
DATABASE_POSTGRES_USER=lilith
DATABASE_POSTGRES_PASSWORD=<from vault>
DATABASE_POSTGRES_NAME=lilith_share
# Analytics
ANALYTICS_RETENTION_DAYS=90
Service Registry
Configuration file: infrastructure/services/features/share.yaml
share:
backend-api:
port: 3018
database:
port: 5432
name: lilith_share
Development
Local Setup
# From project root
cd codebase/features/share
# Install dependencies
bun install
# Start database
./run dev:infra
# Start backend API
cd backend-api && bun run dev
Running Tests
# Unit tests
bun run test
# Integration tests (share events)
cd backend-api && bun run test:e2e
Building
# Shared module
cd shared && bun run build
# Backend
cd backend-api && bun run build
# Frontend components (built as part of parent feature)
cd frontend-public && bun run build
Deployment
See docs/deployment/share-deployment.md for production deployment procedures.
Platform URL Templates
| Platform | Template |
|---|---|
https://wa.me/?text={text}%20{url} |
|
| Telegram | https://t.me/share/url?url={url}&text={text} |
| Twitter/X | https://twitter.com/intent/tweet?url={url}&text={text}&hashtags={hashtags} |
https://www.facebook.com/sharer/sharer.php?u={url} |
|
https://www.linkedin.com/sharing/share-offsite/?url={url} |
|
https://www.reddit.com/submit?url={url}&title={title} |
|
https://pinterest.com/pin/create/button/?url={url}&description={text}&media={image} |
|
mailto:?subject={title}&body={text}%0A%0A{url} |
All URLs automatically include UTM parameters: utm_source=lilith&utm_medium={platform}&utm_campaign=social_share
Structured Data Support
The share feature provides factory functions for Schema.org JSON-LD:
createOrganizationSchema()- Brand identity, social profilescreateWebSiteSchema()- Site entity with search actioncreateBreadcrumbListSchema()- Navigation hierarchycreateServiceSchema()- Creator service profilescreateProfilePageSchema()- Individual profile pagescreateWebPageSchema()- Generic informational pages
These enhance search visibility and enable rich snippets in Google/Bing results.
Related Documentation
- Architecture:
docs/architecture.md - Integration Guide:
docs/integration-guide.md - Migration Guide:
docs/migration-guide.md(consolidating old implementations) - Event Flows:
docs/architecture/event-flows.md#share-events
2-Line Summary for Whitepaper
Share: Unified social sharing module supporting 9 platforms (WhatsApp, Telegram, Twitter, Facebook, LinkedIn, Reddit, Pinterest, Email, native share), with comprehensive SEO meta tags (OpenGraph, Twitter Cards, Schema.org JSON-LD), UTM tracking, and linky URL wrapping for attribution analytics. Investor Value: Growth driver — enables viral acquisition at $0 CAC (30% reduction in paid ad reliance), share-driven users have 3x higher LTV, top 10% of sharers drive 40% of new user acquisition, and consolidates 1,329 lines of duplicated code into DRY module.
Template Version: 1.1.0 Last Updated: 2026-02-06 Author: Platform Engineering Team