LinkedIn

Workspace Context

Read bootstrap context before asking questions: strategy/brand.md for brand, audience, offer, channels, tools, constraints, and metrics; about/me.md for personal voice; content/ideas.md and content/calendar.md for content planning. Use legacy product-marketing context files only as fallback. Save generated drafts to content/<platform>/drafts/YYYY-MM-DD_short-topic-slug.md, and route durable learnings back to strategy/brand.md, about/me.md, or content/ideas.md.

Operating Contract

This skill is self-contained for its frontmatter scope: use its local instructions, references, scripts, and assets as the playbook; ask only for missing task-specific inputs; hand off to adjacent skills instead of expanding scope; and return an actionable artifact, decision, plan, draft, or diagnostic.

Two modes — often used together:

1. Profile Audit — analyze and optimize your LinkedIn profile (photo, headline, About, experience, skills, SSI, engagement rate)
2. Content Creation — write high-engagement posts, build thought leadership, grow your audience

Check for strategy/brand.md and about/me.md before starting. If they exist, use them to calibrate voice, audience, and positioning.

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Mode 1: Profile Audit

Analysis Types

• Full Profile Audit — all elements, complete report with scores
• Quick Profile Review — priority action items and quick wins only
• Visibility Optimization — keyword/SEO discoverability
• Content Strategy Analysis — posting frequency, engagement performance

Accessing LinkedIn via Chrome DevTools

Requires LinkedIn profile open in Chrome, user logged in.

Workflow: list_pages → find linkedin.com/in/ → select_page → take_snapshot → take_screenshot → hover lazy-loaded sections → re-snapshot.

Playwright fallback: If Chrome DevTools unavailable, use mcp__playwright__browser_* equivalents.

Sections to analyze: photo, banner, headline, About, custom URL, experience, education, skills/endorsements, recommendations, featured section, activity/posts, followers/connections, groups.

Common errors:

Profile Scoring

Score guide: 90–100 Elite · 80–89 Excellent · 70–79 Good · 60–69 Average · <60 Needs Work

Mandatory Metrics

Engagement Rate:

(Reactions + Comments + Shares) / Impressions × 100

Target: 3%+. Example: (15+1+0)/1,376×100 = 1.16% → below target.

SSI Score (target: 70+/100):

• User visits linkedin.com/sales/ssi to share actual score, OR
• Estimate: All-Star + active + engaged network → 70–85; complete + regular posting → 55–70; basic + occasional → 40–55

Profile Element Best Practices

Photo: 400×400px min, professional attire, approachable expression, face 60–70% of frame, clean background.

Banner (1584×396px): Branded, value proposition text, no small text or clutter.

Headline (220 chars): [Who you are] | [Problems you solve] | [Benefit/result] | [Keywords]

• ❌ "Marketing Manager"
• ✅ "Marketing Manager | Helping B2B Companies Grow Through Data-Driven Strategies | 45% Revenue Increase Specialist"

About (2,600 chars): Hook → story → what you do/who you help → achievements with metrics → skills → CTA. First person, short paragraphs, relevant keywords.

Experience: Quantified achievements (%, $, #), scope, key projects demonstrated.

Featured: 3–6 curated items — portfolio, case studies, articles, lead magnets.

Audit Report Structure

1. Executive Summary
2. Classification (Industry, Profile Type, Target Audience)
3. Profile Scorecard
4. Calculated Metrics (Engagement Rate, SSI)
5. Element-by-Element Analysis
6. Quick Wins (high impact, low effort)
7. Strategic Recommendations
8. 30-60-90 Day Action Plan

See references/scoring_framework.md, references/metrics_benchmarks.md, and assets/profile_audit_template.md for detailed criteria, industry benchmarks, and report templates.

Industry tone calibration: Conservative industries (Legal, Finance, Healthcare) → formal tone, 2–3x/week, minimal emojis. Progressive industries (Tech, Marketing, Startups) → casual/personal, 4–5x/week, emojis acceptable.

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Mode 2: Content Creation

Core Principles

Authenticity over performance. LinkedIn readers instantly spot manufactured vulnerability and engagement bait. What resonates is genuinely useful or genuinely human.

• Real experiences with honest reflection
• Specific insights from your actual work
• Admitting what you don't know
• ❌ Performed vulnerability for engagement
• ❌ Stories that feel too perfectly structured

One idea per post. If you have five points, that's five posts.

Value without strings. Ask: "Would I find this valuable if a stranger posted it?"

Post Anatomy

[HOOK — first 1-2 lines]          ← Visible before "...see more" (~210 chars)
...see more
[BODY — story or value]
 - Short paragraphs (1-2 sentences)
 - Line breaks for readability
[CTA — last 1-2 lines]
#hashtags (3-5, at the end)

Character limits:

Hook Formulas

Hooks to retire:

❌ "This one thing made me $X"
❌ "The CEO pulled me aside and said..."
❌ "I'm excited to announce..."
❌ "In today's rapidly evolving landscape..."
❌ Starting with a hashtag or emoji

See references/hooks.md for comprehensive examples.

Formatting

❌ Dense paragraph: "I learned something about leadership last week. My team was
struggling and instead of pushing harder, I removed scope. The result was incredible."

✅ LinkedIn formatted:
"I learned something about leadership last week.

My team was struggling with a deadline.

Instead of pushing harder, I removed scope.

The result?

We shipped faster.
And the quality was BETTER."

Rules: one sentence per line, blank lines between paragraphs, numbered lists for tips, 3–5 hashtags at the very end (never inline), one emoji max.

Post Formats

Story Post (personal experiences, lessons):

[Honest admission or surprising outcome]
[One sentence of context]
[What happened — the tension]
[The turning point]
[What you learned]
[Question for reader]

List Post (frameworks, actionable advice):

[Hook — clear value promise]
[Why this matters — one sentence]
1. [Point with brief context]
2. [Point with brief context]
3. [Point with brief context]  (3-7 items max)
[Closing insight or question]

Contrarian Post (challenging conventional wisdom):

[Your position, stated directly]
[The common belief you're challenging]
[Your reasoning — why you see it differently]
[Evidence or experience]
[Nuanced conclusion — acknowledge complexity]
[Invite discussion]

Guardrails: Have genuine expertise, argue against ideas not people, offer an alternative, be open to being wrong.

Observation Post (industry insights, trends):

[What you've observed]
[Specific evidence or examples]
[Why it matters]
[Your interpretation]
[Question to test if others see it too]

Content Pillars

Rotate through 3–5 pillars:

Algorithm Signals

Link post workaround: Post without link → add link as first comment → edit post to say "Link in comments."

Vulnerability Guidelines

Share when: The experience taught something others can learn, you've processed it enough to offer perspective, it serves the reader.

Don't share when: The wound is still fresh, you're seeking sympathy not providing value.

Test before posting: Am I sharing to help others or to process my own feelings? Would I be comfortable if this went viral?

CTAs

Avoid: "Comment YES if...", "Share this with 3 people", "Follow me for more" — engagement bait destroys trust.

Engagement Strategy

• First hour: Respond to every comment, ask follow-up questions to extend conversations
• Daily comments on others: Add insight, not just agreement — "Great post!" without substance builds nothing
• Posting schedule: Tue–Thu 7–8 AM, 12 PM, or 5–6 PM; avoid posting >1x/day

Anti-Patterns

• "I'm excited to announce..." (corporate speak)
• Humblebrags disguised as lessons
• Recycled viral formats (the Uber driver wisdom, the airport conversation)
• Every. Sentence. As. Its. Own. Line. (when overused)
• Hashtag stuffing (>5)
• Engagement pods (LinkedIn detects and penalizes)

Pre-Posting Checklist

• Hook: Would this stop MY scroll?
• Focus: Is there ONE clear idea?
• Value: Would I find this useful if someone else posted it?
• Authenticity: Does this sound like me, not "LinkedIn me"?
• Format: Short paragraphs, scannable with line breaks?
• CTA: Genuine engagement question (not bait)?
• Links: External links in comments, not the main post?

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References

• references/hooks.md — Complete hook patterns with examples
• references/scoring_framework.md — Detailed profile scoring criteria
• references/metrics_benchmarks.md — Industry benchmarks for SSI, engagement, growth
• assets/profile_audit_template.md — Complete audit report template
• assets/quick_review_template.md — Rapid assessment checklist
• assets/action_plan_template.md — 30-60-90 day roadmap template

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Supporting file: assets/action_plan_template.md

LinkedIn Personal Branding Action Plan

Name: [NAME] Start Date: [DATE] Goal: [PRIMARY GOAL - e.g., "Establish thought leadership", "Attract job opportunities", "Generate leads"]

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Current State Baseline

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Phase 1: Foundation (Days 1-30)

Week 1: Profile Optimization

Goal: Complete profile overhaul

Week 2: Content Foundation

Goal: Establish content pillars and schedule

Week 3-4: Engagement Momentum

Goal: Build engagement habits

Daily Tasks:

• Comment on 10-15 posts (30 min)
• Respond to all comments on your posts (15 min)
• Send 5 connection requests (10 min)

Weekly Tasks:

• Publish 3 posts
• Send 1 recommendation request
• Join/engage in 1 relevant group

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Phase 2: Growth (Days 31-60)

Week 5-6: Content Expansion

Goal: Increase posting frequency and variety

Week 7-8: Network Growth

Goal: Expand reach and influence

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Phase 3: Scale (Days 61-90)

Week 9-10: Thought Leadership

Goal: Establish authority

Week 11-12: Optimization & Systems

Goal: Sustainable growth system

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Content Pillars & Topics

Pillar 1: [NAME]

Topic Ideas: 1. 2. 3. 4. 5.

Pillar 2: [NAME]

Topic Ideas: 1. 2. 3. 4. 5.

Pillar 3: [NAME]

Topic Ideas: 1. 2. 3. 4. 5.

---

Weekly Tracking Log

Week 1

What Worked:

What to Improve:

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Monthly Review Questions

1. What content performed best? Why?
2. Which engagement tactics drove results?
3. What should I do more of?
4. What should I stop doing?
5. Am I on track for my goals?
6. What's my focus for next month?

---

Resources

Tools to Use:

• LinkedIn Analytics (native)
• SSI Dashboard (linkedin.com/sales/ssi)
• Canva (graphics)
• [Content scheduling tool]

Accounts to Follow: 1. 2. 3. 4. 5.

Content Inspiration Sources: 1. 2. 3.

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Success Criteria

30-Day Milestone

• Profile score: [X]+ /100
• Published: 12+ posts
• Engagement rate: [X]%+
• New connections: [X]+

60-Day Milestone

• SSI Score: [X]+
• Followers: [X]+
• Weekly impressions: [X]+
• Inbound messages: [X]+

90-Day Milestone

• Overall profile score: [X]+/100
• Consistent posting system
• Measurable brand presence
• [Goal-specific metric]

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Review progress weekly. Adjust strategy based on results.

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Supporting file: assets/profile_audit_template.md

LinkedIn Profile Audit Report

Profile Information

⚠️ MANDATORY Classification

Auditor: Claude AI

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Executive Summary

Overall Score: [X]/100 | Rating: [RATING]

[2-3 sentence summary of profile strengths and key areas for improvement]

Quick Stats

⚠️ MANDATORY: Calculated Metrics

Engagement Rate Calculation:

Raw Data: [X] reactions + [X] comments + [X] shares = [TOTAL] interactions
Impressions: [X]
Engagement Rate = [TOTAL] / [IMPRESSIONS] × 100 = [X.XX]%

Engagement Rate Interpretation:

• 🟢 5%+: Excellent - highly resonant content
• ✅ 3-5%: Good - meeting B2B benchmarks
• 🟡 1-3%: Average - room for improvement
• 🔴 <1%: Low - content strategy review needed

SSI Score:

If SSI not available: "SSI Score: Not provided - user should visit linkedin.com/sales/ssi" Estimated SSI: [X-Y] based on profile analysis

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Profile Score Card

Score Interpretation:

• 90-100: 🟢 Elite (Top 1%)
• 80-89: 🟢 Excellent (Strong brand)
• 70-79: 🟡 Good (Room for improvement)
• 60-69: 🟡 Average (Missing optimizations)
• Below 60: 🔴 Needs Work

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Profile Completeness Check

LinkedIn Status: [All-Star / Not All-Star]

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Element-by-Element Analysis

1. Visual Identity | Score: /10

Profile Photo:

• Current: [Description]
• Score: [X]/10
• ✅ Strengths: [List]
• ⚠️ Issues: [List any issues]
• 💡 Recommendations: [Specific improvements]

Banner Image:

• Current: [Description]
• Score: [X]/10
• Dimensions: 1584x396px recommended
• ✅ Strengths: [List]
• ⚠️ Issues: [List any issues]
• 💡 Recommendations: [Specific improvements]

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2. Headline | Score: /10

Current Headline:

[Copy exact headline]

Character Usage: [X]/220 ([Y]% utilized)

Formula Check:

Keyword Analysis:

• Target keywords for role: [List]
• Keywords present: [List]
• Missing keywords: [List]

Recommended Headlines:

Option 1 - Value-Focused:

[Full headline - 220 chars max]

Option 2 - Expertise-Focused:

[Full headline - 220 chars max]

Option 3 - Results-Focused:

[Full headline - 220 chars max]

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3. About Section | Score: /10

Current About Section:

[Summary or key excerpts]

Character Usage: [X]/2,600 ([Y]% utilized)

Structure Analysis:

Recommended About Section:

[Full rewritten About section with all elements]

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4. Experience Section | Score: /10

Completeness Score: [X]/5 Quality Score: [X]/5 Total Positions: [X]

Current Roles:

Achievement Metrics Check:

High-Priority Fixes:

1. [Position needing description]
2. [Position needing metrics]
3. [Media to add]

Recommended Experience Bullets: For [Role Title]:

• [Achievement-focused bullet with metric]
• [Achievement-focused bullet with metric]
• [Achievement-focused bullet with metric]

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5. Skills & Endorsements | Score: /10

Total Skills: [X] (Target: 50+) Top 3 Pinned: [Skill 1] | [Skill 2] | [Skill 3]

Skills Gap Analysis:

Recommended Skills to Add:

1. [Skill] - [Reason]
2. [Skill] - [Reason]
3. [Skill] - [Reason] [Continue for 10-15 skills]

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6. Recommendations | Score: /10

Received: [X] | Given: [X]

Gap Analysis:

• ✅/❌ Recent recommendations (within 2 years)
• ✅/❌ Diverse sources (managers, peers, clients, reports)
• ✅/❌ Specific achievements mentioned
• ✅/❌ Relevant to current goals

Recommendation Request Strategy:

1. [Person to ask] - [Why] - [Talking points to suggest]
2. [Person to ask] - [Why] - [Talking points to suggest]
3. [Person to ask] - [Why] - [Talking points to suggest]

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7. Activity & Content | Score: /10

Posting Frequency: [X] posts/week Followers: [X] Engagement Rate: [X]% (Calculated: reactions+comments+shares / impressions × 100)

Content Analysis:

Content Format Performance:

Best-Performing Topics:

1. [Topic] - [Why it works]
2. [Topic] - [Why it works]

Content Recommendations:

• Posting frequency: [Recommendation]
• Content pillars: [3-5 suggested pillars]
• Best posting times: [Recommendation based on audience]
• Format focus: [Which formats to prioritize]

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8. Additional Sections

Featured Section:

• Items: [X]
• Quality: [Assessment]
• Missing: [Suggestions]

Services Section: (if applicable)

• Services listed: [X]
• Alignment with headline: ✅/❌
• Keyword optimization: ✅/❌

Certifications:

• Count: [X]
• Relevance: [Assessment]
• Suggestions: [List]

Publications:

• Count: [X]
• Recency: [Assessment]

Languages:

• Listed: [List]
• Recommendation: [If multilingual profile needed]

LinkedIn Features Status:

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Keyword/SEO Analysis

Target Role Keywords: [List 5-10 keywords user should rank for]

Keyword Presence:

SEO Recommendations:

1. [Specific keyword to add where]
2. [Specific keyword to add where]

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Quick Wins (Do This Week)

Total Time for Quick Wins: ~[X] minutes

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Strategic Recommendations

Profile Optimization

Content Strategy

Engagement & Network

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30-60-90 Day Action Plan

Days 1-30: Foundation

Week 1 (Quick Wins):

• [Action item with specific detail]
• [Action item with specific detail]
• [Action item with specific detail]

Week 2:

• [Action item]
• [Action item]

Week 3-4:

• [Action item]
• [Action item]

Month 1 Success Metrics:

---

Days 31-60: Growth

Focus Areas:

• [Focus 1]
• [Focus 2]

Key Actions:

• [Action item]
• [Action item]

Month 2 Success Metrics:

---

Days 61-90: Scale

Focus Areas:

• [Focus 1]
• [Focus 2]

Key Actions:

• [Action item]
• [Action item]

Month 3 Success Metrics:

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Expected Results After Implementation

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Appendix: Optimized Content Examples

Rewritten Headline Options

1. [Full headline - characters: X/220]
2. [Full headline - characters: X/220]
3. [Full headline - characters: X/220]

Rewritten About Section

[Full optimized About section]

Sample Experience Bullets

[Role Title] at [Company]:

• [Achievement bullet with metric]
• [Achievement bullet with metric]
• [Achievement bullet with metric]

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Report generated by LinkedIn Personal Branding Skill For implementation support, request a follow-up session.

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Supporting file: assets/quick_review_template.md

LinkedIn Quick Profile Review

Profile: [NAME] Date: [DATE] LinkedIn URL: [URL]

⚠️ MANDATORY Classification

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Snapshot Score: [X]/100

Legend: ✅ Good | 🟡 Needs Work | 🔴 Critical

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Key Metrics (MANDATORY)

Engagement Rate Calculation: ([R] + [C] + [S]) / [I] × 100 = [X.XX]%

SSI Score: [X]/100 or "Not available - check linkedin.com/sales/ssi"

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Quick Checklist

Profile Basics

• Professional headshot uploaded
• Custom banner image
• Custom URL set
• Contact info complete
• 500+ connections

Content Quality

• Headline has value proposition
• About section has hook + CTA
• Experience has achievements with metrics
• 5+ skills listed and endorsed
• At least 3 recommendations

Engagement

• Posted in last 7 days
• Featured section populated
• Active in comments
• Following relevant people/companies

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Top 5 Quick Wins

1. [Win 1] - [Time estimate: X min]
2. [Win 2] - [Time estimate: X min]
3. [Win 3] - [Time estimate: X min]
4. [Win 4] - [Time estimate: X min]
5. [Win 5] - [Time estimate: X min]

Total estimated time: [X minutes]

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Key Strengths

• [Strength 1]
• [Strength 2]
• [Strength 3]

Priority Improvements

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Recommended Next Steps

This Week:

1. [Action]
2. [Action]
3. [Action]

This Month:

1. [Action]
2. [Action]

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For full analysis, request a Complete Profile Audit

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Supporting file: references/metrics_benchmarks.md

LinkedIn Metrics Benchmarks

Table of Contents

1. Social Selling Index (SSI) (#social-selling-index-ssi)
2. Profile Visibility Metrics (#profile-visibility-metrics)
3. Content & Engagement Metrics (#content--engagement-metrics)
4. Network Growth Metrics (#network-growth-metrics)
5. Content Performance by Format (#content-performance-by-format)
6. Industry Benchmarks (#industry-benchmarks)

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Social Selling Index (SSI)

The SSI is LinkedIn's proprietary score (0-100) measuring social selling effectiveness over the last 90 days.

SSI Components (25 points each)

SSI Score Benchmarks

Target: Aim for 70+ SSI score minimum

How to Check SSI: Visit linkedin.com/sales/ssi

SSI Impact Statistics

• Users with high SSI generate 45% more opportunities
• 51% more likely to hit sales targets
• 78% outsell peers who don't use social selling

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Profile Visibility Metrics

Profile Views

Benchmark by Activity Level:

• Passive users: 10-30 views/week
• Active posters: 50-150 views/week
• Thought leaders: 200+ views/week

Search Appearances

Factors Affecting Search Appearances:

• Keyword density in headline, About, and skills
• Profile completeness
• Engagement activity
• Connection network size

Post Impressions

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Content & Engagement Metrics

Engagement Rate Formula

Engagement Rate = (Reactions + Comments + Shares) / Impressions × 100

Engagement Rate Benchmarks

Comment Benchmarks

Share Metrics

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Network Growth Metrics

Connection Metrics

Follower Metrics

InMail/Message Metrics

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Content Performance by Format

Format Performance Rankings (2024-2025 Data)

Video Metrics

Optimal Content Lengths

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Industry Benchmarks

Important: Always identify the user's industry first, then apply the relevant benchmarks below. The skill works for ANY professional profile.

How to Determine Industry Context

Ask the user or infer from their profile:

1. What industry/sector do they work in?
2. What is their target audience?
3. Are they B2B, B2C, or internal-facing?
4. Are they a consultant/freelancer or employee?

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Technology & Software

Key Keywords: Software Development, Engineering, Product Management, Agile, Cloud, DevOps, AI/ML, Data Science

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Web3/Blockchain/Crypto

Key Keywords: Blockchain, Web3, DeFi, Smart Contracts, Solidity, DAO, Tokenomics

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Finance & Banking

Key Keywords: Investment Banking, Asset Management, Private Equity, Risk Management, Financial Analysis, Compliance

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Consulting & Professional Services

Key Keywords: Strategy, Management Consulting, Advisory, Transformation, Implementation, Change Management

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Marketing & Communications

Key Keywords: Digital Marketing, Brand Strategy, Content Marketing, SEO, Social Media, Communications, PR

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Sales & Business Development

Key Keywords: Business Development, Account Management, Enterprise Sales, SaaS Sales, Partnerships, Revenue

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Healthcare & Life Sciences

Key Keywords: Healthcare, Clinical, Pharmaceutical, Medical Device, Biotech, Research, Patient Care

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Legal

Key Keywords: Corporate Law, Litigation, Compliance, Contracts, M&A, IP, Employment Law

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Human Resources & Recruiting

Key Keywords: Talent Acquisition, HR Strategy, People Operations, Learning & Development, Employee Experience

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Education & Academia

Key Keywords: Education, Research, Academic, Teaching, Curriculum, EdTech, Higher Education

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Creative & Design

Key Keywords: UX Design, UI Design, Graphic Design, Brand Design, Creative Direction, Visual Design

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Manufacturing & Operations

Key Keywords: Operations, Supply Chain, Manufacturing, Logistics, Quality, Lean, Six Sigma

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Nonprofit & Social Impact

Key Keywords: Nonprofit, Social Impact, Philanthropy, NGO, Fundraising, Community Development

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Real Estate

Key Keywords: Real Estate, Property Management, Commercial Real Estate, Investment, Development

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Entrepreneurship & Startups

Key Keywords: Startup, Founder, Entrepreneur, Venture, Growth, Innovation, Bootstrapped

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Competitor/Peer Analysis Framework

Use this framework to benchmark against top performers in your niche.

Identifying Benchmarks

Find 5-7 "aspirational profiles":

1. Leaders in your exact role/industry
2. People with 10,000+ followers in your niche
3. Active content creators in your space
4. People who regularly get inbound opportunities

Competitive Analysis Checklist

Competitive Scoring (0-10 each)

Action Items from Competitor Analysis

For each gap identified:

1. What specifically is the competitor doing better?
2. Can you replicate this approach?
3. How can you differentiate while improving?
4. What's a realistic timeline to close the gap?

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Engagement Rate Deep Dive

Calculation Examples

Example 1 - Low Engagement:

Post: 1,376 impressions, 15 reactions, 1 comment, 0 shares
Engagement Rate = (15 + 1 + 0) / 1,376 × 100 = 1.16%
Status: 🔴 Below target (aim for 3%+)

Example 2 - Good Engagement:

Post: 2,500 impressions, 75 reactions, 12 comments, 3 shares
Engagement Rate = (75 + 12 + 3) / 2,500 × 100 = 3.6%
Status: ✅ On target

Example 3 - Excellent Engagement:

Post: 5,000 impressions, 300 reactions, 45 comments, 20 shares
Engagement Rate = (300 + 45 + 20) / 5,000 × 100 = 7.3%
Status: 🟢 Excellent - viral potential

Improving Low Engagement

If engagement rate is below 2%:

1. Hook problem: First line not compelling enough
2. Content-audience mismatch: Topic doesn't resonate
3. Posting time: Wrong time for your audience
4. Format issue: Try different content format
5. CTA missing: Add clear call-to-action

Engagement Rate by Follower Count

Note: Higher follower counts typically have lower engagement rates due to audience dilution.

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Tracking and Measurement Schedule

Daily Tracking

• Post engagement (reactions, comments)
• New connection requests
• Message responses

Weekly Tracking

• Profile views
• Post impressions
• Search appearances
• Follower growth

Monthly Tracking

• SSI score
• Overall engagement rate
• Top-performing content
• Network growth rate
• Goal progress

Quarterly Review

• Trend analysis
• Strategy adjustment
• Benchmark comparison
• Goal setting

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KPI Dashboard Template

Status Key:

• ✅ On target
• 🟡 Close to target
• 🔴 Needs improvement

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Supporting file: references/scoring_framework.md

LinkedIn Profile Scoring Framework

Table of Contents

1. Visual Identity Scoring (#visual-identity-scoring)
2. Headline Scoring (#headline-scoring)
3. About Section Scoring (#about-section-scoring)
4. Experience Scoring (#experience-scoring)
5. Skills & Endorsements Scoring (#skills--endorsements-scoring)
6. Recommendations Scoring (#recommendations-scoring)
7. Activity & Content Scoring (#activity--content-scoring)
8. Overall Score Calculation (#overall-score-calculation)

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Visual Identity Scoring (15% of total)

Profile Photo (0-10)

Photo Scoring Checklist (start at 10, subtract for issues):

• Face not clearly visible (-3)
• Sunglasses/hat obscuring face (-2)
• Cropped from group photo (-2)
• Distracting or cluttered background (-1)
• Photo appears outdated (>5 years) (-1)
• Poor lighting (too dark/bright/harsh shadows) (-1)
• Low resolution/blurry (-1)
• Unprofessional attire for industry (-1)
• Not smiling/unapproachable expression (-0.5)
• Face doesn't fill 60-70% of frame (-0.5)

Bonus Points:

• Verified badge visible (+0.5)
• Premium quality/studio lighting (+0.5)
• Perfect industry alignment (+0.5)

Red Flags (automatic deductions):

• Sunglasses or face partially hidden
• Group photo or cropped image
• Outdated photo (5+ years old)
• Unprofessional attire or setting
• Low resolution or blurry
• Logo or avatar instead of face

Banner Image (0-10)

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Headline Scoring (15% of total)

Headline Formula Check:

• States who they are/what they do
• Identifies who they help (target audience)
• Explains value/benefit they provide
• Contains relevant keywords
• Differentiates from competitors

Example Scoring by Industry:

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About Section Scoring (15% of total)

Structure Checklist:

• Hook (first 3 lines compelling)
• Personal story/journey
• What they do and who they help
• Specific achievements with numbers
• Skills and expertise areas
• Call-to-action (contact info, link, invitation)

Formatting Check:

• Short paragraphs (2-3 sentences)
• Strategic use of line breaks
• Emojis used sparingly and professionally
• Easy to scan

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Experience Scoring (20% of total)

Completeness (0-5)

Quality of Descriptions (0-5)

Achievement Checklist per Role:

• Quantified results (revenue, growth %, team size, etc.)
• Scope of responsibility clear
• Key projects mentioned
• Skills demonstrated
• Media attachments (if applicable)

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Skills & Endorsements Scoring (10% of total)

Skills Checklist:

• At least 5 skills listed (minimum for "All-Star" profile)
• Top 3 skills are most relevant to target role
• Skills include industry keywords
• Endorsements from credible connections

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Recommendations Scoring (10% of total)

Quality Factors:

• Specificity (mentions projects, skills, outcomes)
• Relevance to current career goals
• Credibility of recommender
• Recency (within last 2 years preferred)
• Variety (different relationship types)

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Activity & Content Scoring (15% of total)

Posting Frequency (0-5)

Engagement Quality (0-5)

Engagement Rate Calculation

Formula:

Engagement Rate = (Reactions + Comments + Shares) / Impressions × 100

Calculation Example:

Post with: 1,376 impressions, 15 reactions, 1 comment, 0 shares
Engagement Rate = (15 + 1 + 0) / 1,376 × 100 = 1.16%
→ This is "Average" (1-2%) - needs improvement

Benchmarks by Follower Count:

Content Checklist:

• Regular posting schedule
• Variety of formats (text, images, carousels, video, polls)
• Original thought leadership content
• Engagement with others' posts
• Responds to comments on own posts

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Services Section Scoring (Bonus for Consultants/Freelancers)

Services Checklist:

• Services section enabled (if consultant/freelancer)
• 3-5 services listed
• Service titles include target keywords
• Descriptions explain value/outcomes
• Aligned with headline and About section
• Pricing indication (optional but helpful)

Note: Services section is weighted as bonus points for consultants/freelancers. Not applicable for employees in corporate roles.

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Featured Section Scoring (Bonus)

Ideal Featured Items:

• Best-performing posts or articles
• Portfolio pieces or case studies
• Media appearances or interviews
• Lead magnets or free resources
• "Work with me" or services page
• Publications or research

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Overall Score Calculation

Weighted Score Formula

Overall Score = (Visual × 0.15) + (Headline × 0.15) + (About × 0.15) + 
                (Experience × 0.20) + (Skills × 0.10) + 
                (Recommendations × 0.10) + (Activity × 0.15)

Score Interpretation

Priority Improvement Matrix

Based on score gaps, prioritize improvements:

1. Immediate fixes (if score < 5):

   • Profile photo
   • Headline
   • About section hook

2. High-priority (if score < 7):

   • Experience descriptions
   • Featured section
   • Skills pinning

3. Growth focus (if score 7-8):

   • Content strategy
   • Recommendations
   • Engagement tactics

4. Excellence (if score 8+):

   • Thought leadership content
   • Newsletter launch
   • Speaking opportunities

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LinkedIn Features Assessment

Creator Mode Evaluation

Open to Work Assessment

Providing Services Assessment

Newsletter Evaluation

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Profile Completeness Scoring

LinkedIn "All-Star" profile requires:

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Keyword Optimization Scoring

Keyword Density Check

For each target keyword, check presence in:

Keyword Research Process

1. Identify 5-10 keywords for target role/industry
2. Check current presence in profile
3. Analyze competitor profiles for keyword ideas
4. Map keywords to profile sections
5. Add naturally without keyword stuffing