name: marketing-social-media
description: Sustainable social media marketing and paid social: content systems, community management, influencer ops, social commerce, and attribution (2026).
Social Media Marketing (Operational Skill)
This skill contains actionable, non-theoretical operational systems for sustainable social media marketing across LinkedIn, TikTok, Meta (FB/IG), YouTube, and X.
Structure: Core social media principles first. AI-specific automation in clearly labeled "Optional: AI / Automation" sections.
Scope note: For email outreach and lead generation, see marketing-leads-generation. For SEO, see marketing-seo-complete.
How to use this skill
- Default workflow: pick goal -> pick 1-2 platforms -> set a sustainable cadence -> publish -> engage daily -> review weekly -> iterate monthly.
- Use
assets/ for ready-to-run templates; use references/ for deep dives (platform, paid, community, AI governance).
- For time-sensitive platform changes, use the Trend Awareness Protocol.
Core: Platform-Agnostic Principles
These principles apply regardless of platform. Master them before platform-specific tactics.
The 3 Pillars
| Pillar | Description | Measure |
|---|
| Audience | Who you serve, their problems, what they value | Follower quality, engagement rate |
| Format | Content type optimized for platform + audience | View-through, completion, saves |
| Cadence | Consistent publishing rhythm | Posting frequency, time-to-response |
Audience-First Thinking
| Question | Why It Matters |
|---|
| Who specifically am I creating for? | Generic content = generic results |
| What problem does this solve for them? | Value-first, not self-promotion |
| Where do they spend time online? | Platform selection follows audience |
| What format do they prefer? | Match format to consumption habits |
Format Selection by Goal
| Goal | Best Formats | Worst Formats |
|---|
| Awareness | Short-form video, carousels, threads | Long-form without distribution |
| Engagement | Polls, questions, controversial takes | Corporate announcements |
| Authority | Long-form, original research, case studies | Repurposed generic content |
| Conversion | Direct CTAs, testimonials, demos | Soft branding |
Cadence Guidelines
Start with a cadence you can sustain for 8-12 weeks without sacrificing quality.
| Cadence Tier | Typical Output | Best For | Notes |
|---|
| Light | 2-3 posts/week | Small teams, early consistency | Use templates + repurposing |
| Standard | 4-7 posts/week | Most product teams | Mix educational + proof + community |
| Heavy | Daily + community touchpoints | Media-led teams | Requires strong production pipeline |
Core: Content Typology
Every post should map to one of these types. Mix types across your content calendar.
| Type | Purpose | Example | Frequency |
|---|
| Educational | Teach something valuable | How-to, tutorial, framework | 40-50% |
| Narrative | Share stories that resonate | Personal journey, case study, behind-the-scenes | 20-30% |
| Proof | Demonstrate results/credibility | Testimonial, metric, achievement | 15-20% |
| Community | Engage and connect | Question, poll, reply, shoutout | 10-15% |
| Promotional | Drive action | Offer, CTA, launch | 5-10% max |
Do (Content Mix)
- Plan content mix monthly, not post-by-post
- Lead with educational; end week with proof or community
- Test different type ratios for your audience
- Repurpose across types (educational -> narrative)
Avoid (Content Mix)
- Mostly promotional content (looks like spam)
- All educational (no personality, no engagement)
- Random posting without type intention
- Copying competitor content 1:1
Core: Engagement Quality vs Vanity Metrics
What to Track (Quality)
| Metric | Why It Matters |
|---|
| Saves/bookmarks | Strong signal that content is useful |
| Shares/reposts | Indicates distribution value and message resonance |
| Comment quality | Depth of discussion and objections surfaced |
| Profile visits | Interest in the creator/company after content |
| Link clicks | Conversion path signal (only if UTMs are clean) |
| Downstream conversions | Sign-ups, demos, trials, purchases from social landings |
What to Ignore (Vanity)
| Metric | Why It's Misleading |
|---|
| Follower count alone | Bots, inactive, wrong audience |
| Impressions without engagement | Seen != valued |
| Likes without context | Easy to give, low signal |
| Viral posts without conversion | Fame != revenue |
Do (Metrics)
- Track engagement rate, not raw likes
- Monitor save rate as quality signal
- Measure conversion from social (UTMs, ask "how did you hear about us")
- Compare metrics to your own baseline, not others
Avoid (Metrics)
- Buying followers or engagement
- Chasing viral at expense of relevance
- Ignoring negative engagement signals (unfollows, hides)
- Reporting vanity metrics to stakeholders
Core: Revenue Attribution & ROI
Transform social from cost center to revenue driver by measuring business impact.
Quick Implementation
- UTM discipline:
utm_source, utm_medium, utm_campaign, utm_content, utm_term on all links
- CRM integration: Pass UTM data on conversion, tag closed deals with source
- Cohort analysis: Compare LTV by acquisition source
- Attribution model: Choose first-touch (awareness) or position-based (balanced)
Key Benchmarks
| Metric | Target |
|---|
| Social LTV:CAC | >3:1 |
| Influencer ROAS | >2x (direct), >4x (with EMV) |
| Community member LTV | 1.2-2x non-member |
| Support deflection | 20-40% |
For detailed frameworks, scorecards, and reporting templates, see references/revenue-attribution-framework.md.
Core: Social -> Site -> Conversion Flows
Social media is rarely the conversion point. Design the flow:
Social Post -> Link/Bio -> Landing Page -> Conversion
OR
Social Post -> DM/Comment -> Conversation -> Conversion
OR
Social Post -> Lead Magnet -> Email Nurture -> Conversion
Flow Design Checklist
| Step | Question | If No |
|---|
| Post | Does it provide standalone value? | Rewrite - no one clicks without value |
| CTA | Is there one clear next action? | Simplify to single CTA |
| Link/Bio | Does it match post promise? | Align messaging |
| Landing | Does it load fast, mobile-first? | Optimize (see marketing-seo-complete) |
| Conversion | Is friction minimized? | Reduce form fields, add trust signals |
Use content-distribution-plan.md to plan search + social distribution for each piece of content.
Do (Conversion Flows)
- Test bio link vs in-post link
- Use UTM parameters to track social -> site
- Optimize landing page for mobile-first reading and fast load
- Retarget engaged users who didn't convert
Avoid (Conversion Flows)
- Generic bio links that don't change
- No tracking on social traffic
- Desktop-first landing pages
- Sending cold traffic straight to purchase
Core: Community Management Basics
Response Time Standards
| Interaction Type | Target Response Time |
|---|
| Comment on your post | Same day (faster during launch windows) |
| Direct message | Within 1 business day (faster for high-intent inquiries) |
| Mention/tag | Within 24 hours |
| Negative feedback | ASAP (same day) |
Moderation Principles
| Situation | Action |
|---|
| Spam/bot | Delete and block |
| Constructive criticism | Thank, address publicly |
| Negative but valid | Acknowledge, offer to continue privately |
| Trolling/harassment | Hide/delete, block if repeated |
| Questions | Answer helpfully, link to resources |
Do (Community)
- Respond to every real comment (first week especially)
- Ask follow-up questions to drive discussion
- Highlight community members (reshare, mention)
- Set community guidelines for owned spaces
Avoid (Community)
- Ignoring comments (signals you don't care)
- Deleting all criticism (looks like hiding)
- Generic copy-paste responses
- Letting trolls derail conversations
Platform Fit Notes (2026)
| Platform | Best For | Primary Formats | Key notes |
|---|
| LinkedIn | B2B, authority | Text posts, carousels, native video | Dwell time and meaningful comments matter; employee amplification can materially help |
| X | News, opinions, real-time | Short posts, threads, quotes | Fast half-life; write for context collapse (assume zero prior context) |
| TikTok | Discovery, social commerce | Vertical video, live, TikTok Shop | Retention is the core signal; test multiple lengths and hooks |
| Instagram | Visual storytelling, creators | Reels, carousels, stories | Reels/carousels drive reach; make the first 2 seconds and cover/frame clear |
| YouTube | Evergreen + search | Long-form + Shorts + Shopping | Retention + session time matter; titles/thumbnails are part of the product |
| Reddit | High-trust communities | Text posts, AMAs, participation | Authentic voice required; follow subreddit norms; avoid drive-by promotion |
| Threads | Conversation (Meta ecosystem) | Short posts, threads | Strong tie-in with IG; treat as community/engagement channel, not a link farm |
| Pinterest | Discovery, shopping intent | Pins, idea pins | Strong for evergreen product/content and visual search categories |
For detailed platform-specific guidance, see:
Use this skill when the user asks for:
- content ideas, calendars, scripts, hooks
- ad creative templates
- growth frameworks
- optimization workflows
- paid social setup and scaling
- copywriting requests
- community management
- performance audits
- revenue attribution and ROI measurement
- influencer program ROI
- community value calculation
- brand lift studies
Decision Trees
Paid Social: Low CTR -> Refresh hook/creative | Clicks ok, CVR low -> Fix landing page | Costs rising -> Refresh creative
Organic: Inconsistent -> Set sustainable cadence | Low engagement -> Improve value density | Low clicks -> Strengthen CTA
Community: Spam rising -> Enforce guidelines | Low retention -> Add rituals | Negative sentiment -> Acknowledge publicly
Navigation
References (Deep Dives)
Templates
| Category | Location |
|---|
| Ads | assets/ads/ - Google RSA, Meta, TikTok, YouTube |
| Email | assets/email/ - Cold, nurture, newsletter, sales |
| Social | assets/social/ - Calendars, hooks, carousels, scripts |
| Offers | assets/offers/ - Offer builder, value stack, guarantees |
| Community | assets/community/ - Strategy, guidelines, events, moderation |
| SEO | assets/seo/ - Briefs, outlines, keyword research |
Related Skills
External Resources
See data/sources.json for official documentation across Google Ads, Meta, TikTok, YouTube, and platform analytics (automation sources are tagged optional).
Safety and compliance (required)
- Follow each platform's policies and ad standards; verify disclosure requirements for sponsored/branded content in your market.
- Do not recommend buying followers/engagement, deceptive tactics, or automation that impersonates humans.
- Avoid storing or sharing personal data; use aggregated metrics and consent-based tracking.
Optional: AI / Automation
Note: Core social media fundamentals above work without AI tools. This section covers optional automation capabilities.
Scheduling & Publishing
| Tool | Platforms | Best For |
|---|
| Buffer | All major | Simple scheduling, analytics |
| Hootsuite | All major | Enterprise, team collaboration |
| Later | IG, TikTok, Pinterest | Visual planning, link-in-bio |
| Sprout Social | All major | Enterprise, CRM integration |
| Native schedulers | Platform-specific | Best reach (some algorithms favor native) |
AI Content Assistance
| Use Case | Tools | Consideration |
|---|
| Ideation | ChatGPT, Claude | Starting point only - add human insight |
| Hook generation | LLM prompts | A/B test AI vs human hooks |
| Repurposing | Opus Clip, Descript | Video -> clips, long -> short |
| Image generation | Midjourney, DALL-E | Check platform policies on AI content |
| Caption writing | LLM prompts | Always edit for brand voice |
Moderation & Monitoring
| Use Case | Tools | Benefit |
|---|
| Comment moderation | Meta AI, Sprinklr | Filter spam, flag issues |
| Brand monitoring | Mention, Brand24 | Track mentions across platforms |
| Sentiment analysis | Sprout, Brandwatch | Aggregate sentiment trends |
Do (AI/Automation)
- Use scheduling to maintain consistency when you can't post live
- Test AI-generated hooks/captions against human-written
- Automate monitoring, not engagement (replies should be human)
- Label AI-generated content where required by platform
Avoid (AI/Automation)
- Full automation of replies/DMs (obvious, damages trust)
- AI content without human review (brand voice, factual accuracy)
- Over-relying on AI ideation (becomes generic)
- Ignoring platform policies on AI content disclosure
See references/ai-marketing-governance.md for AI governance framework.
Collaboration Notes
With Product
- Launch coordination: Social amplification for product launches
- Feature education: Tutorial content for new features
- User feedback: Social comments/DMs = product insights
- Community features: Product roadmap for community needs
With Sales
- Social selling support: Content for sales team to share
- Lead alerts: DMs and comments with buying signals -> Sales
- Case studies: Sales wins -> Social proof content
- Event promotion: Webinars, demos, conferences
With Engineering
- Social embeds: Share buttons, social proof widgets
- API integrations: CRM sync, lead capture from social
- Analytics setup: UTM handling, conversion tracking
- Page performance: Social traffic = mobile traffic = fast pages
With Design
- Visual templates: Consistent brand assets across platforms
- Video production: Reels, TikToks, YouTube Shorts
- Carousel design: LinkedIn, Instagram carousel templates
- UGC guidelines: Brand guidelines for community content
Trend Awareness Protocol
IMPORTANT: When users ask time-sensitive recommendation questions about social media marketing, verify current platform changes before answering.
- If a WebSearch tool is available, use it.
- Prefer official docs and policy pages listed in data/sources.json, then validate with up-to-date reporting.
- If you cannot use WebSearch, state that you are using stable principles and propose an experiment plan to validate assumptions.
Trigger Conditions
- "What's the best social media strategy for 2026?"
- "What should I focus on for [LinkedIn/TikTok/Instagram]?"
- "What's trending on [platform]?"
- "Current best practices for [Reels/Shorts/Stories]?"
- "Is [platform/format] still relevant in 2026?"
- "How has the [LinkedIn/TikTok/Instagram] algorithm changed?"
- "What content format works best on [platform]?"
Required Searches
- Search:
"social media marketing trends 2026"
- Search:
"[LinkedIn/TikTok/Instagram] algorithm 2026"
- Search:
"[platform] best practices January 2026"
- Search:
"social media engagement trends 2026"
What to Report
After searching, provide:
- Current landscape: What platforms/formats work NOW
- Emerging trends: New features or platforms gaining traction
- Deprecated/declining: Strategies or formats losing effectiveness
- Recommendation: Based on fresh data, not just static knowledge
Example Topics (verify with fresh search)
- Platform algorithm changes (LinkedIn, TikTok, Instagram, X)
- New content formats (Threads, Notes, Shorts features)
- Creator economy trends and monetization
- AI content creation tools for social
- Community features and engagement patterns
- Cross-platform posting best practices
International Markets
This skill covers global platforms (Meta, LinkedIn, TikTok). For regional platforms:
If your query mentions regional platforms or specific countries, also use marketing-geo-localization.
Anti-Patterns
| Anti-Pattern | Why It Fails | Instead |
|---|
| Post and ghost | No feedback loop; weak trust | Set a response SLA and seed discussion |
| Same content everywhere | Ignores platform culture | Adapt format and tone per platform |
| Chasing followers | Vanity metric, often wrong audience | Focus on engagement rate, conversions |
| Inconsistent posting | Breaks continuity and learnings | Batch content, reuse templates, schedule |
| All promotional | Audience tunes out | Make promotion the minority; lead with value |
| Ignoring analytics | Can't improve what you don't measure | Weekly metric review, monthly deep dive |
| Copying competitors | No differentiation, always behind | Study competitors, create unique angle |
| Buying engagement | Platform detection, fake audience | Build organic, slower but real |
| No conversion path | Social activity without business results | Clear CTA, tracked links, landing pages |
| Platform dependency | Distribution risk | Build owned channels (email, community) and retargeting |
