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:

• references/linkedin-engagement-patterns.md

• references/tiktok-best-practices.md

• references/instagram-best-practices.md

• references/youtube-best-practices.md

• references/reddit-marketing-strategy.md

• references/pinterest-strategy.md

• references/social-commerce-2026.md

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