Influencer Matrix (达人矩阵)

SkillDev tools

Use when building and managing a strategic network of influencers across different tiers, optimizing influencer mix for campaigns, or scaling influencer marketing with systematic approach

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Influencer Matrix (达人矩阵) skill

What this skill tells your AI

The instructions your AI receives, as published by vivy-yi/xiaohongshu-skills in skills/07-营销推广/influencer-matrix/SKILL.md and read by ahel’s review.

Overview

Influencer matrix is the strategic organization and management of influencers across multiple tiers and partnership types to create a scalable, efficient influencer marketing ecosystem that maximizes reach, engagement, and return on investment while minimizing risk and dependency on individual creators.

When to Use

Use when:

  • Scaling influencer marketing beyond ad-hoc partnerships
  • Building systematic influencer acquisition strategy
  • Optimizing budget across influencer tiers
  • Reducing dependency on individual influencers
  • Creating long-term influencer ecosystem
  • Managing multiple simultaneous campaigns

Do NOT use when:

  • Just starting (focus on few partnerships first)
  • Limited budget for multiple influencers
  • No systematic tracking capability
  • Can't manage multiple relationships

Core Pattern

Before (random partnerships):

❌ "Work with whoever we find"
❌ "All budget goes to big influencers"
❌ "One influencer leaves, campaign fails"
❌ "No strategy, just opportunistic"
❌ "Hard to measure what works"

After (strategic matrix):

✅ "Systematic approach: 60% micro, 30% mid, 10% macro"
✅ "Diversified portfolio reduces risk"
✅ "Clear roles for each tier"
✅ "Predictable, scalable growth"
✅ "Data-driven optimization"

5 Influencer Tiers:

  1. Mega (500k+) - Mass awareness, brand launches
  2. Macro (100k-500k) - Reach + credibility balance
  3. Mid-Tier (10k-100k) - Core strategy, high engagement
  4. Micro (1k-10k) - Niche targeting, authenticity
  5. Nano (<1k) - Hyper-local, early testing

Quick Reference

TierFollower RangeCost per PostEngagementBest Use
Mega500k+¥10k-50k1-3%Brand launches, massive awareness
Macro100k-500k¥5k-20k3-5%Product launches, broader reach
Mid10k-100k¥1k-5k5-10%Core campaigns, conversion
Micro1k-10k¥200-1k10-20%Niche targeting, reviews
Nano<1kProduct value20%+Local, testing, early adopters

Implementation

Step 1: Design Matrix Structure

Plan Influencer Ecosystem:

Matrix Architecture Framework:

1. Tier Distribution Strategy
   Budget Allocation Model:

   Awareness Stage (New Brand):
   - 20% Mega influencers (mass awareness)
   - 30% Macro influencers (broader reach)
   - 30% Mid-tier influencers (credibility)
   - 20% Micro influencers (authenticity)

   Growth Stage (Scaling):
   - 10% Mega influencers (maintain awareness)
   - 20% Macro influencers (new audience acquisition)
   - 40% Mid-tier influencers (core growth)
   - 30% Micro influencers (engagement, conversion)

   Maturity Stage (Established):
   - 5% Mega influencers (major campaigns only)
   - 15% Macro influencers (product launches)
   - 50% Mid-tier influencers (sustained growth)
   - 30% Micro influencers (community building)

   Example Budget Allocation:
   "Total monthly influencer budget: ¥30,000

   Maturity Stage Mix:
   - Mega (5%): ¥1,500 (1-2 partnerships per quarter)
   - Macro (15%): ¥4,500 (3-4 partnerships/month)
   - Mid-tier (50%): ¥15,000 (15-20 partnerships/month)
   - Micro (30%): ¥9,000 (30-50 partnerships/month)

   This mix prioritizes engagement and conversion over pure reach"

2. Role Definition
   Assign Clear Purposes:

   Mega Influencers (Brand Anchors):
   Role: Brand representation at scale
   Objectives:
   - Massive reach for launches
   - Brand credibility through association
   - Industry authority positioning
   - Competitive parity (presence where competitors are)

   When to Use:
   - Major product launches
   - Brand repositioning campaigns
   - Holiday/seasonal campaigns
   - Crisis response (leverage their reach)

   Macro Influencers (Reach Amplifiers):
   Role: Extend reach beyond core audience
   Objectives:
   - Broad audience acquisition
   - Market expansion (new demographics)
   - Product line launches
   - Campaign amplification

   When to Use:
   - New product categories
   - Geographic expansion
   - Trend-jacking campaigns
   - Quarterly promotional pushes

   Mid-Tier Influencers (Core Engine):
   Role: Primary drivers of engagement and conversion
   Objectives:
   - High engagement with target audience
   - Consistent content flow
   - Community building
   - Conversion optimization

   When to Use:
   - Ongoing campaigns (monthly)
   - Product education
   - Customer acquisition
   - Brand community growth

   Micro Influencers (Trust Builders):
   Role: Authentic, niche engagement
   Objectives:
   - Highly targeted reach
   - Authentic product reviews
   - Community trust building
   - UGC generation

   When to Use:
   - Product launches (reviews)
   - Niche audience targeting
   - Local/regional campaigns
   - Seeding campaigns (product trials)

   Nano Influencers (Early Adopters):
   Role: Grassroots advocacy, testing
   Objectives:
   - Hyper-local targeting
   - Product feedback (pre-launch)
   - Early advocacy
   - Cost-effective content creation

   When to Use:
   - Product testing phase
   - Local business promotion
   - Student/young audience targeting
   - Limited budget scenarios

3. Partnership Type Mix
   Diversify Collaboration Models:

   Sponsored Content (40% of partnerships):
   - Predictable deliverables
   - Control over messaging
   - Clear timeline
   - Higher upfront cost

   Best for: Product launches, major campaigns

   Affiliate Partnerships (30% of partnerships):
   - Performance-based cost
   - Incentivized promotion
   - Ongoing relationship
   - Lower upfront cost

   Best for: E-commerce, ongoing sales

   Product Seeding (20% of partnerships):
   - Low cost (product value only)
   - Authentic reviews
   - No guaranteed posting
   - High authenticity

   Best for: Micro-influencers, product discovery

   Brand Ambassadors (10% of partnerships):
   - Long-term commitment
   - Consistent presence
   - Deep brand integration
   - Higher overall investment

   Best for: Core influencers, brand representatives

   Example Mix:
   "Our influencer matrix includes:
   - 20 sponsored posts/month (core campaigns)
   - 15 affiliate partners (ongoing sales)
   - 30 product seeding (micro-influencers, testing)
   - 5 brand ambassadors (long-term partners)

   Total: 70 active partnerships at any time"

4. Category Specialization
   Organize by Content Vertical:

   Beauty & Skincare Specialists:
   - Focus: Makeup, skincare, hair care
   - Audience: Women 18-45, beauty enthusiasts
   - Content Type: Tutorials, reviews, routines

   Fashion & Style Specialists:
   - Focus: Clothing, accessories, styling
   - Audience: Women 18-35, fashion-conscious
   - Content Type: OOTD, haul videos, styling tips

   Lifestyle Specialists:
   - Focus: Daily life, wellness, home
   - Audience: Broad, 25-40, lifestyle seekers
   - Content Type: Day-in-life, recommendations

   Food & Nutrition Specialists:
   - Focus: Recipes, healthy eating, cooking
   - Audience: 25-45, home cooks, health-conscious
   - Content Type: Recipes, meal prep, reviews

   Example Specialization:
   "Our skincare brand works with:
   - 15 skincare specialists (core audience)
   - 8 lifestyle influencers (aspirational content)
   - 5 beauty educators (technical credibility)
   - 3 dermatologists (medical authority)"

5. Geographic Distribution
   Local vs. National vs. Global:

   Local Influencers (Specific City/Region):
   - Followers: 1k-50k (local focus)
   - Cost: ¥200-2,000 per post
   - Use for: Local events, store openings
   - Engagement: Very high (community connection)

   National Influencers (Country-wide):
   - Followers: 50k-500k
   - Cost: ¥2,000-20,000 per post
   - Use for: National campaigns, product launches
   - Engagement: Medium (varies by region)

   Global/National Tier 1 Influencers:
   - Followers: 500k-5M
   - Cost: ¥20,000-100,000 per post
   - Use for: Brand awareness, major campaigns
   - Engagement: Lower (mass audience)

   Example Geo Strategy:
   "National campaign:
   - 70% national influencers (broad reach)
   - 20% local influencers (key markets: Beijing, Shanghai)
   - 10% global influencers (brand prestige)"

Step 2: Build Influencer Pipeline

Systematic Discovery and Recruitment:

Pipeline Development Process:

1. Continuous Discovery
   Always Be Recruiting:

   Monthly Targets:
   - Identify 100 potential influencers
   - Vet 30 for quality/fit
   - Outreach 20 for partnership
   - Onboard 5-10 new partners

   Discovery Sources:

   Platform Search:
   - Xiaohongshu search (keywords, hashtags)
   - Explore page (trending content)
   - Competitor partnerships (who's promoting them)
   - Comment sections (who gives good advice)

   Third-Party Tools:
   - Qiangua Data (千瓜数据): Influencer analytics
   - Huitun Data (灰豚数据): Performance tracking
   - Chanmama (蝉妈妈): E-commerce data

   Social Listening:
   - Mention tracking (who talks about brand/industry)
   - Hashtag monitoring (who uses relevant hashtags)
   - UGC discovery (who creates content about category)

   Referrals:
   - Current influencers (ask for recommendations)
   - Industry peers (non-competitor brands)
   - Agencies (influencer marketing agencies)

2. Influencer Database
   Organized Pipeline Management:

   Database Fields:
   - Basic Info: Name, Xiaohongshu handle, contact
   - Metrics: Followers, engagement rate, avg likes/comments
   - Demographics: Age, gender, location of audience
   - Content: Niche, content quality, posting frequency
   - Partnership History: Past brands, performance
   - Status: Prospective, contacted, active, inactive

   Organization:
   Tier Segmentation:
   - Mega: 20 influencers (strategic partnerships)
   - Macro: 100 influencers (active partnerships + prospects)
   - Mid-tier: 500 influencers (core pipeline)
   - Micro: 2,000 influencers (testing, scaling)
   - Nano: 5,000+ influencers (community, local)

   Status Tracking:
   - Prospects: Identified, not contacted
   - Contacted: Outreach made, awaiting response
   - In Negotiation: Discussing partnership
   - Active: Currently partnering
   - Paused: Partnership on hold
   - Inactive: Partnership ended

   Category Tags:
   - Skincare, Makeup, Hair, Fashion, Lifestyle
   - Tutorial, Review, Entertainment, Education
   - Price Range (budget, mid-tier, luxury)
   - Content Format (video, carousel, single image)

3. Recruitment Workflow
   Systematic Onboarding:

   Step 1: Initial Research (1-2 hours):
   - Review recent content (last 20 posts)
   - Check engagement quality (comments genuine?)
   - Verify audience alignment
   - Check competitor conflicts

   Step 2: Outreach (Day 1):
   - Send personalized DM
   - Follow up in 3-5 days if no response
   - Connect on other platforms (WeChat)

   Step 3: Vetting Call (Day 7-10):
   - 15-30 minute call
   - Discuss brand, products, audience
   - Assess professionalism, interest
   - Discuss expectations

   Step 4: Partnership Agreement (Day 14-21):
   - Negotiate terms, deliverables
   - Send contract
   - Schedule content creation

   Step 5: Onboarding (Day 21-28):
   - Send product samples
   - Provide creative brief
   - Set timeline for content

   Example Timeline:
   "Week 1: Discover and research 30 influencers
   Week 2: Outreach 20 influencers
   Week 3: Vetting calls with 10 interested
   Week 4: Close 5 partnerships
   Week 5-6: Content creation and posting"

4. Relationship Scoring
   Prioritize Investment:

   Engagement Score (0-100):
   - Recent engagement rate (0-25 points)
   - Comment quality (0-25 points)
   - Content consistency (0-25 points)
   - Audience growth trend (0-25 points)

   Partnership Score (0-100):
   - Responsiveness (0-20 points)
   - Professionalism (0-20 points)
   - Content quality (0-30 points)
   - Results driven (0-30 points)

   Strategic Value Score (0-100):
   - Audience match (0-30 points)
   - Brand alignment (0-30 points)
   - Growth potential (0-20 points)
   - Competitive advantage (0-20 points)

   Total Score = (Engagement + Partnership + Strategic) / 3

   Scoring Example:
   "Influencer: @skincarequeen
   Engagement: 18/25 (7% engagement, good comments)
   Partnership: 15/20 (responsive, mostly professional)
   Strategic: 25/30 (perfect audience match, aligned)
   Total: 58/100 (solid partner, invest moderately)

   Influencer: @beautyguru
   Engagement: 23/25 (10% engagement, amazing comments)
   Partnership: 19/20 (highly professional, exceeded expectations)
   Strategic: 28/30 (perfect fit, growing fast)
   Total: 70/100 (top partner, invest heavily)"

5. Pipeline Health Metrics
   Monitor Recruitment Effectiveness:

   Conversion Rates:
   - Outreach to Response Rate: Target 30%+
   - Response to Partnership Rate: Target 50%+
   - Partnership to Repeat Rate: Target 70%+

   Pipeline Velocity:
   - Average Time to Contact: < 2 weeks from discovery
   - Average Time to Partnership: < 4 weeks from contact
   - Average Time to First Content: < 6 weeks from partnership

   Pipeline Quality:
   - Average Engagement Score of Active: Target 70+
   - Average Partnership Score of Active: Target 75+
   - Churn Rate: Target < 10% per month

   Example Dashboard:
   "This Month:
   - 100 influencers identified
   - 40 contacted (40% contact rate)
   - 20 responses (50% response rate ✓)
   - 10 partnerships closed (50% close rate ✓)
   - 7 repeat partners (70% repeat rate ✓)

   Pipeline Health: Excellent"

Step 3: Execute Multi-Tier Campaigns

Coordinate Influencer Ecosystem:

Campaign Orchestration Process:

1. Campaign Wave Strategy
   Phased Rollout Approach:

   Wave 1: Tease Phase (Product Seeding):
   Timing: 2-4 weeks before launch
   Influencers: 20-30 micro-influencers
   Content: Unboxing, first impressions
   Objective: Build anticipation, generate buzz
   Budget: ¥5,000-10,000

   Example:
   "Send product samples to 30 micro-influencers (1k-10k followers)
   Ask them to share unboxing experience 1 week before launch
   Use hashtag #ComingSoon to build anticipation"

   Wave 2: Launch Phase (Tiered Blitz):
   Timing: Launch week
   Influencers: Mix of all tiers (1 mega, 3 macro, 10 mid, 20 micro)
   Content: Reviews, tutorials, launch announcements
   Objective: Maximum visibility, drive immediate sales
   Budget: ¥30,000-50,000

   Example:
   "Day 1 (Launch): 1 mega influencer announces launch
   Day 2-3: 3 macro influencers post reviews
   Day 4-5: 10 mid-tier influencers post tutorials
   Day 6-7: 20 micro-influencers share experiences"

   Wave 3: Sustain Phase (Ongoing):
   Timing: 4-8 weeks after launch
   Influencers: 30-50 micro and mid-tier influencers
   Content: User testimonials, results updates, Q&A
   Objective: Maintain momentum, social proof
   Budget: ¥15,000-25,000 per month

   Example:
   "Monthly rotating cast of 30-50 influencers
   Ongoing content about results, tips, user stories
   Keep product top-of-mind for 2 months post-launch"

2. Content Coordination
   Unified Message, Diverse Voices:

   Core Message Framework:
   - 3 Key Messages (consistent across all influencers)
   - Flexible Storytelling (each influencer's unique voice)
   - Mandatory Elements (hashtags, mentions, disclosure)
   - Creative Freedom (encourage authenticity)

   Example Campaign:
   "Product: New Anti-Aging Serum

   Core Messages (all influencers communicate):
   1. Visible results in 30 days
   2. Contains retinol + vitamin C
   3. Suitable for sensitive skin

   Mega Influencer (500k+ followers):
   Format: High-production video
   Angle: Brand announcement, scientific credibility
   CTA: Pre-order now, limited launch offer

   Macro Influencers (100k-500k):
   Format: Polished tutorials
   Angle: First impressions, demo
   CTA: Link in bio, use code LAUNCH20

   Mid-Tier Influencers (10k-100k):
   Format: Authentic reviews, routines
   Angle: Personal experience, results
   CTA: Available at [retailer], code LAUNCH20

   Micro Influencers (1k-10k):
   Format: Casual updates, testimonials
   Angle: Honest feedback, would recommend
   CTA: Check it out, changed my routine"

3. Posting Schedule Optimization
   Strategic Timing:

   Day-by-Day Rollout:

   Monday (Launch Day):
   - 1 mega influencer (morning, 10 AM)
   - 2 macro influencers (afternoon, 2 PM)
   - Goal: Maximum reach, news coverage

   Tuesday-Wednesday:
   - 5 mid-tier influencers each day (evening, 7-9 PM)
   - Goal: Sustained visibility, education

   Thursday-Friday:
   - 10 micro-influencers each day (various times)
   - Goal: Social proof, authenticity

   Weekend:
   - User-generated content highlights
   - Influencer reposts/engagement
   - Goal: Community engagement

   Time of Day Optimization:
   - Morning (7-9 AM): Commute audience
   - Lunch (12-1 PM): Quick scroll
   - Evening (7-10 PM): Prime engagement
   - Late Night (10 PM-12 AM): Insomniacs, youth

4. Cross-Promotion
   Amplify Through Network:

   Influencer-to-Influencer Promotion:
   - Tag each other in posts
   - Create joint content (duets, reactions)
   - Share each other's posts to Stories
   - Comment on each other's content

   Example:
   "Mega influencer tags 3 macro influencers in launch post
   Macro influencers each tag 3 mid-tier influencers
   Mid-tier influencers tag micro-influencers in comments
   Creates network effect, cross-pollinates audiences"

   Brand Amplification:
   - Repost influencer content to brand account
   - Create influencer roundup posts
   - Feature influencers on website/ads
   - Tag influencers in brand content

   Example:
   "Brand account posts weekly: 'This week's favorite reviews'
   Features 5-10 influencer posts
   Gives influencers additional visibility
   Strengthens partnership"

5. Crisis Management
   Handling Issues:

   If Influencer Posts Problematic Content:
   Step 1: Immediately contact influencer
   Step 2: Request edit/removal (if violates agreement)
   Step 3: Issue brand statement if needed
   Step 4: Evaluate partnership (pause or end)

   If Influencer Doesn't Deliver:
   Step 1: Check in (maybe they forgot, busy)
   Step 2: Remind of agreement terms
   Step 3: Offer extension (reasonable delay)
   Step 4: Cancel partnership (no response/refusal)

   If Campaign Underperforms:
   Step 1: Diagnose issue (content, timing, product?)
   Step 2: Pivot strategy (adjust messaging, targeting)
   Step 3: Double down on what works
   Step 4: Cut what doesn't (pause underperforming influencers)

Step 4: Optimize Portfolio Performance

Data-Driven Matrix Management:

Performance Optimization Framework:

1. Tier Performance Analysis
   Compare Results by Level:

   Metrics to Track:
   - Cost per 1000 impressions (CPM)
   - Cost per engagement (CPE)
   - Cost per acquisition (CPA)
   - Return on ad spend (ROAS)
   - Content quality score
   - Partnership ease (communication, professionalism)

   Benchmarking:
   "Q1 2026 Campaign Results by Tier:

   Mega Influencers (3 partnerships):
   - Avg CPM: ¥50 (most expensive)
   - Avg CPE: ¥8 (lowest engagement efficiency)
   - Avg CPA: ¥150 (highest cost)
   - ROAS: 1.8 (below target)
   - Content Quality: 9/10 (highest production)
   - Conclusion: Use sparingly for awareness only

   Macro Influencers (10 partnerships):
   - Avg CPM: ¥35
   - Avg CPE: ¥5
   - Avg CPA: ¥80
   - ROAS: 2.8
   - Content Quality: 8/10
   - Conclusion: Good for launches, moderate use

   Mid-Tier Influencers (30 partnerships):
   - Avg CPM: ¥20
   - Avg CPE: ¥2 (best value)
   - Avg CPA: ¥40 (target met)
   - ROAS: 3.8 (exceeds target)
   - Content Quality: 7/10
   - Conclusion: Core of strategy, scale this tier

   Micro Influencers (60 partnerships):
   - Avg CPM: ¥15 (most efficient)
   - Avg CPE: ¥1.5 (excellent)
   - Avg CPA: ¥35 (best performance)
   - ROAS: 4.5 (outstanding)
   - Content Quality: 6/10 (authentic but less polished)
   - Conclusion: Highest ROI, prioritize heavily

   Q2 Optimization:
   - Reduce mega to 1 partnership (-66%)
   - Maintain macro at 10
   - Increase mid-tier to 40 (+33%)
   - Increase micro to 80 (+33%)"

2. Individual Performance Ranking
   Identify Stars and Underperformers:

   Performance Scorecard:
   Influencer | Tier | Reach | Engagement | CPA | ROAS | Content | Ease | Overall
   ------------|------|-------|------------|-----|------|---------|------|--------
   @influencer1 | Mid | 50k | 12% | ¥35 | 4.2 | 8 | 9 | 8.5/10 ⭐
   @influencer2 | Micro | 8k | 18% | ¥28 | 5.1 | 7 | 10 | 9.0/10 ⭐⭐
   @influencer3 | Macro | 150k | 5% | ¥95 | 1.8 | 9 | 6 | 6.2/10
   @influencer4 | Mid | 30k | 8% | ¥55 | 2.9 | 7 | 7 | 6.8/10
   @influencer5 | Micro | 5k | 22% | ¥25 | 5.8 | 8 | 10 | 9.5/10 ⭐⭐⭐

   Actions:
   ⭐⭐⭐ Top Performers (9+ score):
   - Offer ambassador contract (long-term partnership)
   - Increase investment (higher budget, more campaigns)
   - Provide exclusive access (new products, events)
   - Use as benchmark for recruiting new influencers

   ⭐⭐ Strong Performers (8-8.9 score):
   - Continue active partnership
   - Test new content types with them
   - Increase frequency of partnerships
   - Consider for ambassador program

   ⭐ Good Performers (7-7.9 score):
   - Maintain current partnership level
   - Provide feedback to improve
   - Test optimization (different content, timing)
   - Monitor closely

   Below 7 (underperformers):
   - Pause new partnerships
   - Diagnose issue (content, audience, timing?)
   - Test one more campaign with optimization
   - End partnership if no improvement

3. Portfolio Rebalancing
   Adjust Mix Based on Data:

   Quarterly Review Process:

   Step 1: Aggregate Performance Data
   - Compile all influencer performance metrics
   - Calculate averages by tier and content type
   - Identify top/bottom quartile performers

   Step 2: Budget Reallocation
   - Calculate ROAS by tier
   - Shift budget from low-ROAS to high-ROAS tiers
   - Maintain diversity (don't put all eggs in one basket)

   Step 3: Partnership Decisions
   - Renew top 50% of influencers
   - End partnerships with bottom 25%
   - Test new influencers to replace churn

   Example Rebalancing:
   "Q1 Performance:
   - Mega: 1.8 ROAS (below 3.0 target)
   - Macro: 2.8 ROAS (below target)
   - Mid: 3.8 ROAS (above target ✓)
   - Micro: 4.5 ROAS (exceeds target ✓✓)

   Q2 Budget Shift (¥30,000 total):
   - Mega: 5% → 3% (-¥600)
   - Macro: 25% → 20% (-¥1,500)
   - Mid: 40% → 45% (+¥1,500)
   - Micro: 30% → 32% (+¥600)

   Expected Impact:
   - Overall ROAS increase from 3.2 to 3.8
   - CPA decrease from ¥70 to ¥55"

4. A/B Testing Framework
   Continuous Experimentation:

   Test Variables:

   Content Type Test:
   - Version A: Tutorial video (2 min, educational)
   - Version B: Before/after carousel (visual proof)
   - Version C: Personal vlog (authentic experience)

   Run with 10 similar influencers (different versions)
   Measure: Engagement, clicks, conversions
   Winner: Use for future campaigns

   Posting Time Test:
   - Version A: Morning post (7-9 AM)
   - Version B: Evening post (7-9 PM)

   Run with 5 influencers, alternate times
   Measure: Reach, engagement
   Winner: Standard posting time

   CTA Test:
   - Version A: "Shop now, link in bio"
   - Version B: "Use code SAVE20 for 20% off"
   - Version C: "Check our website for details"

   Run with 10 influencers (different CTAs)
   Measure: Click-through, conversions
   Winner: Standard CTA format

   Testing Cadence:
   - Monthly: 1-2 small tests (10-20 influencers total)
   - Quarterly: 1 major test (content type or messaging)
   - Annually: Review all learnings, update strategy

5. Predictive Modeling
   Forecast Future Performance:

   influencer Selection Scorecard:
   Factors (weighted):
   - Past ROAS with influencer (30%)
   - Audience match score (25%)
   - Engagement rate (20%)
   - Content quality (15%)
   - Partnership ease (10%)

   Scoring Example:
   "Prospective Influencer: @newbeautyguru

Shortened here. Read the whole file on GitHub.

Signals

GitHub stars
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Forks
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Last commit
Jan 2026
Advanced
Catalog kind
skill
Gateway key
influencer-matrix
Source
github.com/vivy-yi/xiaohongshu-skills