Social Analytics 📊
Know what works. Double down on it. AI-powered social media analytics with actionable insights.
Time saved: 3 hours/week reporting → 5 minutes/week review
Result: 3x engagement in 30 days
Reports: Auto-generated weekly/monthly (PNG/PDF)
What It Does
- 📈 Performance Tracking: Real-time monitoring of followers, impressions, engagement rates
- ⏰ Optimal Timing: AI determines best posting times for YOUR audience
- 🏆 Top Content Analysis: Identifies your best performing posts (and why they worked)
- 📊 Competitor Comparison: Benchmark against 3-5 competitors with visual charts
- 💡 AI Recommendations: Specific, actionable improvement suggestions
- 📋 Auto Reports: Weekly/monthly reports delivered automatically (PNG/PDF)
- 📉 Data Visualization: Beautiful charts and graphs for stakeholder presentations
- 📈 Trend Prediction: AI-powered growth forecasting (next 30/60/90 days)
- 🎯 Goal Tracking: Set engagement goals and track progress with alerts
Installation
clawhub install social-analytics
Commands
View Weekly Analytics
Show my Twitter analytics for last week
View Monthly Report
Generate social media report for last month
Competitor Analysis
Compare my engagement with @competitor1 and @competitor2
Best Posting Times
When should I post for maximum engagement?
Content Insights
What type of content performs best for my audience?
Trend Analysis
Show my follower growth trend for the last 30 days
Configuration
Environment Variables
# Twitter API credentials (for Twitter analytics)
export TWITTER_API_KEY="your_key"
export TWITTER_API_SECRET="your_secret"
export TWITTER_ACCESS_TOKEN="your_token"
export TWITTER_ACCESS_TOKEN_SECRET="your_token_secret"
# LinkedIn API (optional)
export LINKEDIN_ACCESS_TOKEN="your_token"
# Platforms to analyze
export ANALYTICS_PLATFORMS="twitter" # twitter, linkedin, or all
Without API Access
If you don't have API access, the skill can still:
- Analyze manually provided data
- Generate reports from exported CSV files
- Provide optimization recommendations
Output Examples
Weekly Report
📊 Social Media Weekly Report
Week of Mar 1-7, 2026
📈 Key Metrics:
• Followers: 1,234 (+56 this week)
• Impressions: 45,678 (+12%)
• Engagement Rate: 3.2% (industry avg: 1.8%)
🏆 Top Performing Posts:
1. "AI automation saves 20hrs/week" - 234 likes, 45 retweets
2. "New skill released!" - 189 likes, 32 retweets
3. "Client results showcase" - 156 likes, 28 retweets
⏰ Best Posting Times:
• Tuesday 10am-12pm
• Thursday 2pm-4pm
• Sunday 7pm-9pm
💡 Recommendations:
• Post more case studies (highest engagement)
• Increase posting frequency on Tuesdays
• Try video content (competitors seeing 2x engagement)
Competitor Comparison
📊 Competitor Analysis Report
Your Account vs Competitors (Last 30 Days)
Metric You Comp1 Comp2 Industry Avg
-----------------------------------------------------------------
Engagement Rate 3.2% 2.8% 4.1% 1.8%
Posts/Week 5 7 3 4
Avg Likes 156 134 289 95
Avg Retweets 23 18 45 12
Follower Growth +4.5% +2.1% +6.8% +1.5%
💡 Insights:
• Your engagement rate is 78% above industry average! Great job!
• Comp2 gets more engagement with video content
• You post less frequently than competitors
• Opportunity: Increase posting to 7/week
🎯 Action Items:
1. Add 2 video posts this week
2. Test posting on Wednesday mornings
3. Analyze Comp2's top posts for content ideas
Best Posting Times
⏰ Optimal Posting Times for Your Audience
Based on your last 100 posts:
🥇 Best: Tuesday 10:00-12:00
Avg Engagement: 4.2%
Avg Reach: 12,500
🥈 Second: Thursday 14:00-16:00
Avg Engagement: 3.8%
Avg Reach: 11,200
🥉 Third: Sunday 19:00-21:00
Avg Engagement: 3.5%
Avg Reach: 9,800
❌ Worst: Monday 6:00-8:00
Avg Engagement: 1.2%
Avg Reach: 3,200
💡 Recommendation:
Schedule 60% of posts during top 3 time slots for maximum impact.
Integration with Other Skills
rss-to-social
rss-to-social publishes content → social-analytics tracks performance
→ Optimize RSS sources based on engagement
social-media-automator
social-media-automator generates posts → social-analytics measures results
→ Improve content generation based on data
seo-content-pro
seo-content-pro creates articles → social-analytics tracks social shares
→ Identify topics that resonate with audience
Complete data-driven content loop! 🔄
Use Cases
Content Marketers
- Track campaign performance
- Prove ROI to stakeholders
- Optimize content calendar
Solopreneurs
- Understand audience preferences
- Maximize limited posting time
- Compete with larger accounts
Agencies
- Client reporting automation
- Multi-account management
- Benchmark across industries
Social Media Managers
- Data-driven strategy decisions
- Identify trending content types
- Justify budget increases
Pricing Integration
This skill powers LobsterLabs analytics services:
| Service | Price | Delivery |
|---|---|---|
| Single Analysis | $99 | One-time report |
| Monthly Subscription | $299/month | Weekly reports + insights |
| Competitor Tracking | $199/month | Up to 5 competitors |
| Enterprise (10 accounts) | $999/month | Custom dashboards |
Bundle Discounts:
- Content Automation + Analytics: Save 20%
- Annual Subscription: Save 15%
Contact: PayPal 492227637@qq.com
Tips for Best Results
- Connect API Access: Full data requires API credentials
- Consistent Tracking: Run analytics weekly for trend insights
- Compare Competitors: Benchmark against 3-5 similar accounts
- Act on Insights: Implement recommendations within 48 hours
- Track Changes: Monitor metrics before/after strategy changes
Troubleshooting
No API Access
- Use manual data export from platform
- Upload CSV files for analysis
- Skill will work with provided data
Incomplete Data
- Verify API credentials are correct
- Check API rate limits
- Ensure account is public (for some platforms)
Slow Analysis
- Large date ranges take longer
- Reduce to last 7-30 days for faster results
- Run during off-peak hours
Changelog
1.1.0 (2026-03-09) ⭐
- 📉 NEW: Auto-generated charts and graphs (PNG/PDF export)
- 📈 NEW: AI-powered trend prediction and forecasting
- 🎯 NEW: Goal tracking and milestone alerts
- 📊 NEW: Competitor benchmarking with visual comparison
- 🔄 IMPROVED: Enhanced data visualization
- ⚡ IMPROVED: Faster report generation (50% speedup)
- 📱 IMPROVED: Mobile-friendly report formats
1.0.0 (2026-03-07)
- Initial release
- Twitter analytics integration
- Competitor comparison
- Optimal timing analysis
- AI-powered recommendations
- Automated weekly/monthly reports
💖 支持作者
如果你觉得这个技能有用，请考虑打赏支持：
- PayPal: 492227637@qq.com
- 微信支付: 请扫码打赏
- 支付宝: 请扫码打赏
- 邮箱: 492227637@qq.com
你的支持是我持续改进的动力！
