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.

Metric Category	Key Metrics	See Reference
Social-to-Revenue	Social CAC, LTV:CAC, pipeline influence	revenue-attribution-framework.md
Influencer ROI	CPA, ROAS, EMV, content asset value	revenue-attribution-framework.md
Community ROI	Member LTV premium, support deflection, retention delta	revenue-attribution-framework.md
Brand Lift	Unaided/aided awareness, consideration, preference	revenue-attribution-framework.md

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)

Category	Key Resources
Revenue & ROI	revenue-attribution-framework.md - Attribution, influencer/community ROI, brand lift
Platform Strategy	linkedin-engagement-patterns.md, tiktok-best-practices.md, instagram-best-practices.md, youtube-best-practices.md, reddit-marketing-strategy.md, pinterest-strategy.md
Paid Social	paid-social-patterns.md, influencer-ops-and-partnerships.md
Community	community-building-patterns.md
Crisis & Reputation	crisis-communications.md - Crisis response, severity levels, recovery playbook
Operations	operational-patterns.md, lead-systems-and-pipelines.md, social-listening-intelligence.md
AI (Optional)	ai-marketing-patterns.md, ai-marketing-governance.md

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

../product-management/SKILL.md - Product positioning, GTM
../software-frontend/SKILL.md - Landing pages, conversion optimization
../ai-ml-data-science/SKILL.md - CTR/CVR modeling, segmentation

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:

Need	See Skill
China platforms (WeChat, Douyin, Weibo, RED)	marketing-geo-localization
Japan/Korea (LINE, Naver, Kakao)	marketing-geo-localization
Russia/CIS (VK, Telegram, Yandex)	marketing-geo-localization
Cultural content adaptation	marketing-geo-localization

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

marketing-social-media