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Agent Skill · 研究检索

influencer-matrix(影响者矩阵)

influencer-matrix 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

influencer-matrix 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,674 个 Skill 里排第 37,397。

总安装 1,745周安装 72GitHub Stars 142下载 570核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:influencer-matrix(影响者矩阵)
来源仓库:https://github.com/vivy-yi/xiaohongshu-skills
仓库路径:skills/influencer-matrix
安装命令:
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill influencer-matrix
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill influencer-matrix

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

influencer-matrix 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。适用于社交媒体矩阵管理、跨平台内容分发和用户增长策略场景。

通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/influencer-matrix

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill influencer-…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

influencer-matrix 怎么安装?

在终端执行 npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill influencer-matrix。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

influencer-matrix 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

influencer-matrix 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

influencer-matrix 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

influencer-matrix 用的人多吗?

公开数据是累计安装 1,745 次,近一周安装 72 次,下载 570 次,GitHub 142 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

influencer-matrix 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
influencer-matrix

影响者矩阵 · 本页

1,745142只读未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Influencer Matrix (达人矩阵)

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

   Past ROAS: N/A (first partnership) → Use 0
   Audience Match: 9/10 (perfect demographic) → 2.25
   Engagement Rate: 12% (excellent) → 2.4
   Content Quality: 8/10 (high production) → 1.2
   Partnership Ease: N/A (first time) → Use 0

   Score: 5.85/10
   Prediction: Will perform in top 25% of influencers
   Decision: Partner with confidence"

   ROI Prediction Model:
   Estimated Reach = Followers × 0.3 (30% see content)
   Estimated Engagement = Reach × Engagement Rate
   Estimated Clicks = Engagement × 0.1 (10% click through)
   Estimated Conversions = Clicks × 0.05 (5% convert)
   Estimated Revenue = Conversions × AOV

   ROAS = Revenue / Cost

   Example:
   "Influencer: 50k followers, 8% engagement, ¥2,000 cost

   Reach: 50,000 × 0.3 = 15,000
   Engagement: 15,000 × 0.08 = 1,200
   Clicks: 1,200 × 0.1 = 120
   Conversions: 120 × 0.05 = 6
   Revenue: 6 × ¥150 = ¥900
   ROAS: ¥900 / ¥2,000 = 0.45

   Prediction: Below target ROAS of 3.0
   Decision: Negotiate lower price or don't partner"

Step 5: Scale and Automate

Systematic Growth:

Scaling Framework:

1. Ambassador Program
   Long-Term Partnership Structure:

   Program Tiers:

   Bronze Ambassadors (Micro-influencers):
   Requirements: 1k-5k followers, 8%+ engagement
   Commitment: 3 months minimum
   Deliverables: 2 posts/month, 4 stories/month
   Compensation: ¥500/month + product samples
   Benefits: Exclusive discount code, first access

   Silver Ambassadors (Mid-tier):
   Requirements: 5k-50k followers, 6%+ engagement
   Commitment: 6 months minimum
   Deliverables: 4 posts/month, 8 stories/month, 1 live/quarter
   Compensation: ¥2,000/month + affiliate commission (15%)
   Benefits: Featured on website, event invitations

   Gold Ambassadors (Macro-influencers):
   Requirements: 50k-200k followers, 4%+ engagement
   Commitment: 12 months minimum
   Deliverables: 6 posts/month, 12 stories/month, 1 live/month
   Compensation: ¥8,000/month + affiliate commission (20%)
   Benefits: Brand spokesperson, co-creation opportunities

   Program Benefits:
   ✅ Predictable costs (monthly retainer)
   ✅ Consistent content flow
   ✅ Deeper brand integration
   ✅ Long-term relationship building
   ✅ Higher ROI over time

2. Automation Tools
   Streamline Management:

   Influencer Relationship Management (IRM) Platform:
   Features:
   - Centralized influencer database
   - Campaign tracking and reporting
   - Automated outreach sequences
   - Performance analytics dashboards
   - Payment processing
   - Content management and approvals

   Recommended Tools:
   - Grin: Full-stack IRM platform
   - Aspire: Influencer discovery + management
   - Upfluence: AI-powered influencer search
   - Creator.co: Marketplace + management

   Automation Workflows:

   Outreach Automation:
   Day 0: Auto-send initial DM
   Day 3: Auto-follow-up if no response
   Day 7: Auto-send personalized email if still no response
   Day 14: Auto-tag as "unresponsive" if no reply

   Content Approval Automation:
   Influencer submits draft → Auto-notify brand manager
   Manager reviews → Auto-approve if meets criteria
   Auto-schedule posting if pre-approved
   Auto-track performance once live

   Payment Automation:
   Content posted → Auto-verify deliverables
   Auto-trigger payment (3 days after posting)
   Auto-send payment confirmation
   Auto-update influencer status to "complete"

3. Content Library Management
   Reuse and Amplify:

   Organize by:
   - Content Type (review, tutorial, testimonial)
   - Product Featured
   - Influencer Tier
   - Performance (top, middle, bottom)
   - Usage Rights (perpetual, 1-year, campaign-only)

   Repurposing Strategy:
   - Top-performing influencer content → Paid ads
   - Authentic testimonials → Website reviews
   - Tutorial videos → Product pages
   - User-generated content → Social proof galleries

   Rights Management:
   Track usage rights expiration:
   - Content ID, influencer, date posted
   - Usage rights duration (1 year, perpetual)
   - Where used (ads, website, social)
   - Exiration date (if not perpetual)

   Automation:
   - Auto-alert 30 days before expiration
   - Auto-remove from ads when expired
   - Auto-negotiate renewal if high-performing

4. Scalable Processes
   Standard Operating Procedures:

   Influencer Onboarding SOP:
   Step 1: Discovery (database entry)
   Step 2: Vetting (scorecard assessment)
   Step 3: Outreach (automated sequence)
   Step 4: Negotiation (template contract)
   Step 5: Onboarding (welcome package, product shipment)
   Step 6: Briefing (creative brief template)
   Step 7: Content Creation (tracking milestone)
   Step 8: Approval (review process)
   Step 9: Posting (go live)
   Step 10: Payment (automated trigger)
   Step 11: Reporting (performance summary)
   Step 12: Renewal (ambassador offer or end)

   Each step has:
   - Owner (who does it)
   - Timeline (how long it takes)
   - Template (what to use)
   - Automation (what can be automated)

5. Performance Dashboards
   Real-Time Monitoring:

   Dashboard Components:

   Overview Tab:
   - Total active influencers (by tier)
   - Total spend this month
   - Total reach, engagement, conversions
   - Average ROAS across all campaigns
   - Top 5 performing influencers

   Pipeline Tab:
   - Prospects identified this month
   - Outreach sent, response rate
   - Partnerships in negotiation
   - New partners onboarded
   - Churn (partnerships ended)

   Performance Tab:
   - ROAS by influencer tier
   - CPA by influencer tier
   - Top 10 influencers (performance score)
   - Bottom 10 influencers
   - Engagement rate distribution

   Campaign Tab:
   - Active campaigns (status, budget, results)
   - Upcoming campaigns (timeline, influencers assigned)
   - Past campaigns (results, learnings)

   Content Library Tab:
   - Total pieces of content
   - Content by type, product, performance
   - Usage rights status
   - Repurposing opportunities

   Alerts:
   - Low-performing influencer alert (ROAS < 2.0)
   - High-performing influencer alert (ROAS > 5.0)
   - Contract expiration alert (30 days before)
   - Payment due alert (overdue)
   - Engagement anomaly alert (sudden drop)

   Example Dashboard View:
   "April 2026 Performance

   Active Influencers: 87
   - Mega: 2 (2%)
   - Macro: 12 (14%)
   - Mid: 38 (44%)
   - Micro: 35 (40%)

   Total Spend: ¥45,000
   Total Revenue: ¥162,000
   ROAS: 3.6 (target 3.0 ✓)

   Top Performer: @skincarequeen (Micro, 9.5/10)
   Bottom Performer: @fashionista (Macro, 4.2/10)

   Pipeline:
   - 120 prospects identified
   - 45 outreach sent
   - 18 responses (40% ✓)
   - 8 in negotiation
   - 5 onboarded this month

   Active Campaigns: 3
   - Summer Launch (70% complete, on track)
   - Brand Awareness (40% complete, ahead of schedule)
   - Product Education (20% complete, delayed)"

6. Continuous Improvement
   Iterate and Evolve:

   Monthly Reviews:
   - What worked well?
   - What didn't work?
   - What to test next month?
   - What processes to improve?

   Quarterly Strategy Sessions:
   - Review overall portfolio performance
   - Rebalance budget based on data
   - Renegotiate with top performers
   - End partnerships with underperformers
   - Plan next quarter's campaigns

   Annual Overhaul:
   - Review entire influencer marketing strategy
   - Update ideal influencer profiles (market changes)
   - Refresh messaging and positioning
   - Evaluate tool stack (upgrade/change platforms)
   - Set next year's goals and budget

   Example Annual Review:
   "2025 Performance Summary:
   - 200+ influencers partnered
   - ¥500,000 total spend
   - ¥1,850,000 revenue generated
   - 3.7 average ROAS (exceeded 3.0 target)
   - 50,000 pieces of content created
   - 2M+ followers reached

   2026 Goals:
   - Increase ROAS to 4.0
   - Grow influencer network to 300
   - Automate 70% of manual tasks
   - Launch ambassador program (50 members)
   - Develop 5 long-term strategic partnerships"

Common Mistakes

MistakeWhy HappensFix
Only working with mega influencersImpressive reach, easy to findDiversify across tiers for better ROI
No systematic vetting processExcitement to partnerScore and vet every influencer before outreach
One-off partnerships instead of long-termEasier, less commitmentBuild ambassador program for sustained value
Not tracking performance by tierAggregate metrics hide insightsAnalyze each tier separately, optimize mix
Ignoring micro-influencersSmall reach seems unimpressivePrioritize micro-influencers for highest ROI
Manual processes for everythingSeems faster initiallyAutomate outreach, tracking, payments to scale
No influencer databaseHard to remember everyoneCentralized database with scoring, status, history

Real-World Impact

Case Study: Influencer Matrix Success

  • Before: Random partnerships, all budget on macro influencers, 2.1 ROAS
  • After: Strategic matrix (60% micro, 30% mid, 10% macro), systematic approach
  • Result: 3.8 ROAS (81% improvement), 200% more content, 50% lower CPA

Data-Backed Insights:

  • Micro-influencers (1k-10k) generate 2-3x higher ROI than macro (100k+)
  • Diversified matrices reduce churn risk by 70% vs. relying on few big influencers
  • Long-term ambassadors (6+ months) see 4x higher ROI than one-off partnerships
  • Automated workflows reduce management time by 60%, allowing 3x more partnerships
  • Content from mid-tier influencers converts 40% better than mega influencers
  • Matrices with 50+ influencers see 5x higher reach than 10 influencers at same budget
  • Tier-specific strategies (different content for each tier) increase engagement by 35%

Related Skills

REQUIRED: Use KOL-collaboration (individual partnership management) REQUIRED: Use data-analytics (performance tracking and optimization)

Recommended:

  • campaign-management (coordinating multi-influencer campaigns)
  • affiliate-marketing (commission-based partnerships)
  • brand-ambassador (long-term relationship building)

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