Influencer-Led Growth Stack: 10 Prompts for the Post-PLG Playbook
Today's fastest-growing companies like Gamma ($50M ARR with just 30 employees) have discovered a new growth model: influencer-led growth. Steal these ten prompts and start building out your own influencer-led growth strategy.
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10 Prompts for Influencer-Led Growth
Review these prompts and customize them to fit your business needs before using them with AI tools like ChatGPT. Key tip: The more specific details you provide about your business, the higher quality results you'll receive.
Use Case: Build an exhaustive list of potential influencers and systematically test at scale to find the 10% who will drive 90% of your growth results.
Prompt:
You are an influencer marketing strategist specializing in [PLATFORM: TikTok/Instagram/LinkedIn/YouTube]. Help me build a comprehensive influencer discovery system that starts broad and identifies winners through testing at scale for my [PRODUCT/SERVICE] that serves [TARGET AUDIENCE].
### Context:
- Product description: [DESCRIBE YOUR PRODUCT/SERVICE]
- Target customer: [DEMOGRAPHICS, PAIN POINTS, GOALS]
- Monthly influencer budget: [BUDGET RANGE - if unsure, successful AI startups like Gamma started with $10-20K/month]
- Current marketing channels: [LIST EXISTING CHANNELS]
- Team capacity for creator management: [NUMBER OF PEOPLE WHO CAN MANAGE RELATIONSHIPS]
### Discovery Strategy:
1. **Volume-First Creator Mapping**
Build an exhaustive list of 50-100 potential creators by:
- Generating 7-10 distinct creator personas who could authentically promote the product
- For each persona, identify 5-15 actual creators across different follower tiers:
- Nano (1K-10K): 40% of list
- Micro (10K-100K): 40% of list
- Mid-tier (100K-500K): 15% of list
- Macro (500K+): 5% of list
- Include criteria for each persona:
- Content style and hooks they use
- Why their specific audience would convert
- Platform where they're most active
- Content formats they excel at (tutorials/comedy/storytelling/etc.)
2. **Tactical Discovery Methods**
Provide specific search strategies:
- **Competitor Mining**: List competitors and search their @mentions, tagged posts, and #ad partnerships
- **Viral Sound Tracking**: Find creators using trending audio related to [PRODUCT CATEGORY]
- **Hashtag Chains**: Start with obvious hashtags, then find adjacent ones creators use
- **Tool-Based Discovery**: Recommend specific tools (Social Blade for YouTube, HypeAuditor for Instagram, Creator.co for TikTok)
- **New Account Opportunity** (for TikTok): Find creators willing to start fresh channels specifically for your brand
- **Comment Mining**: Search viral posts in your category and find engaged micro-creators in comments
3. **Rapid Testing Framework**
Design a system expecting 90% to underperform:
- Initial outreach to 100 creators expecting 20-30% response rate
- Test batch size: Minimum 20 creators per month
- Performance tracking period: 7-14 days per creator
- Quick-kill criteria: Less than [X]% engagement after 3 posts
- Double-down signals: Any post exceeding [X] views/shares
- Budget allocation: Start with 70% on unproven creators, 30% on proven winners
4. **Outreach Architecture**
Create templates for scale:
- **Mass Personalization Template**: Opening line personalizes 1 recent post, body is templated
- **Compensation Structure**:
- Base rate: $[X] per post
- Viral bonus tiers: 100K views = $[X], 500K = $[X], 1M+ = $[X]
- New channel creation (TikTok): $[X] setup + per-video fees
- **Response Time Expectations**: Follow up after 48 hours, abandon after 3 attempts
- **Batch Schedule**: Send 20-30 outreaches every Monday/Thursday
5. **Selection Scoring Matrix**
Rank prospects by (score 1-10 each):
- Audience-product fit (their audience matches your ICP)
- Content quality consistency (post regularly with good production)
- Engagement authenticity (comments are real conversations, not "fire emoji" spam)
- Price-to-reach ratio (their rates vs. average views)
- Speed of response (fast responders often most motivated)
- Willingness to test new formats (ask this directly)
Include specific benchmarks for your industry and templates for each outreach stage. Remember: you're looking for volume first, optimization second.
Use Case: Design a high-volume content system that generates enough attempts to consistently achieve viral hits, knowing that 90% of reach comes from 10% of content.
Prompt:
You are a viral content strategist who understands that influencer marketing success requires maximum attempts to achieve big hits. Help me design a volume-first viral system for [PRODUCT/SERVICE] that can produce [TARGET: 50/100/200] pieces of content monthly.
### Current Situation:
- Product: [DESCRIBE PRODUCT AND KEY DIFFERENTIATORS]
- Demo potential: [DESCRIBE WHAT MAKES YOUR PRODUCT VISUALLY INTERESTING/SHAREABLE]
- Platform focus: [PRIMARY PLATFORMS]
- Budget for creators: [MONTHLY BUDGET]
- Team capacity: [HOURS PER WEEK FOR CREATOR MANAGEMENT]
### Volume Mathematics:
1. **Hit Rate Calculation Framework**
Build your content volume requirements:
- Target viral hits per month: [NUMBER]
- Assumed hit rate: 5-10% (industry standard)
- Required content pieces: [Hits needed ÷ Hit rate = Total pieces needed]
- Creators needed: [Total pieces ÷ 4-5 posts per creator per month]
- Cost per attempt: [Total budget ÷ Total pieces]
If you need 2 viral hits weekly with 5% hit rate = 40 pieces weekly = 160 monthly = ~40 creators posting 4x each
2. **Rapid Decision Windows**
Create specific time-based triggers:
**First Hour Checkpoints:**
- TikTok: <70% completion rate = likely fail, >90% = potential hit
- Instagram Reels: <8% share rate = likely fail, >15% = potential hit
- YouTube Shorts: <60% retention = likely fail, >80% = potential hit
**2-Hour Amplification Decision:**
- If hitting benchmarks → Boost with $[X] immediately
- If 50-70% of benchmarks → Test with $[X] small boost
- If under 50% → Kill and try new angle
**6-Hour Scaling Decision:**
- Exceeding viral velocity → Alert all creators to replicate format NOW
- Deploy template to 10+ creators within 24 hours
- Whitelisting/paid amplification up to $[X]
3. **Creator Performance Pyramid**
Structure creators into performance tiers:
**Testing Pool (60% of creators):**
- New creators producing 4-5 pieces monthly
- Paid base rate only: $[X] per post
- Cut after 30 days if no hits
**Proven Performers (30% of creators):**
- Creators with 1+ viral hits
- Higher base rate + viral bonuses
- Produce 8-10 pieces monthly
**Creator Consultants (10% of creators):**
- Your top performers who've cracked the code
- Additional pay to train new creators
- Document their methods into playbooks
- Lead weekly creator training calls
4. **Content Production Assembly Line**
**Daily Output Targets:**
- Monday-Friday: [X] new pieces per day
- Weekend: [X] pieces (often higher engagement)
**Format Testing Rotation (pick 5-7 to rotate):**
- Format A: Quick transformation (before/after in 15 seconds)
- Format B: Reaction/shock value (unexpected use case)
- Format C: Tutorial speedrun (complete task in 30 seconds)
- Format D: Comparison (you vs. competitor visual)
- Format E: Mistake/fail correction (common error + fix)
- Format F: Behind scenes/how it's made
- Format G: User testimonial remix
**Rapid Replication Protocol:**
When content hits in first 2 hours:
- Extract winning elements (hook, music, angle, length)
- Create brief template within 2 hours
- Distribute to all creators with $[BONUS] for same-day execution
- Goal: 10+ versions within 24 hours
5. **Scale Economics Dashboard**
Track these metrics daily:
- Attempts today: [NUMBER]
- Cost per attempt: $[X]
- Hits today: [NUMBER]
- Cost per hit: $[X]
- Revenue per hit: $[X]
- Creator efficiency ranking
- Format win rates
**Weekly Purge Decisions:**
- Bottom 20% of creators → Replace
- Bottom 20% of formats → Retire
- Top 10% of creators → Promote to consultants
- Top 10% of formats → Replicate 5x next week
Include specific templates for briefing creators, tracking sheets, and exact decision trees. Remember: this is about maximizing attempts, not perfecting each piece. Volume beats perfection.
Use Case: Transform your top performers' success into a systematic, teachable playbook that scales through creator-to-creator training, enabling rapid onboarding of hundreds of creators.
Prompt:
Act as a content operations manager building a self-replicating creator training system. Your top [NUMBER]% of creators generate [PERCENTAGE]% of results. Help me create a playbook that can be taught creator-to-creator, scaling from 10 to 100+ creators monthly.
### Top Performer Data:
- Best performing creators: [LIST CREATOR HANDLES/NAMES]
- Their viral hit rate: [PERCENTAGE OF POSTS THAT GO VIRAL]
- Average views on hits: [NUMBER]
- Common winning elements: [HOOKS/FORMATS/STYLES THAT WORK]
- Time to first viral hit: [AVERAGE DAYS FOR NEW CREATORS]
### Playbook Architecture:
1. **Winning Formula Documentation**
Create ultra-specific templates that can be copied:
**Hook Templates (provide 10, here are examples):**
- "POV: You just discovered [PRODUCT] can [UNEXPECTED USE]"
- "Stop [OLD METHOD]. Start [YOUR PRODUCT METHOD]"
- "[NUMBER] seconds to [ACHIEVE RESULT]. Watch this."
- "Why is nobody talking about [FEATURE]?"
- "[COMPETITOR] could never" [show product magic]
**Exact Script Templates (3 variations per format):**
- 15-second transformation: [0-3s: problem] [4-8s: product reveal] [9-13s: result] [14-15s: reaction]
- 30-second tutorial: [0-5s: hook] [6-20s: 3-step demo] [21-27s: result] [28-30s: CTA]
- 45-second story: [0-8s: relatable problem] [9-25s: discovery moment] [26-40s: transformation] [41-45s: social proof]
**Platform-Specific Requirements:**
- TikTok: Film vertical, use trending audio within 48 hours, 3-second hook rule
- Instagram: Cover frame optimization, 7-second hook for reels, carousel hook tiles
- YouTube Shorts: Title in first frame, subscribe animation at 55 seconds
2. **Creator-Consultant Training System**
Structure for top performers teaching others:
**Consultant Compensation:**
- Base consultant fee: $[X] per month for 4 hours/week commitment
- Per-creator trained bonus: $[X] when trainee gets first hit
- Ongoing royalty: [X]% of trainee earnings for 60 days
**Weekly Training Structure:**
- Monday: Live creation session (consultants create content live on Zoom)
- Wednesday: Playbook updates based on this week's wins
- Friday: Open coaching hours for struggling creators
**Consultant Deliverables:**
- Record 5 training videos monthly (hook writing, editing pace, trend jacking, etc.)
- Review 10 creator submissions weekly with specific feedback
- Update playbook with one new winning format weekly
3. **Rapid Replication Protocol**
When content hits viral benchmarks:
**Hour 0-2: Identification**
- Automated Slack/Discord alert when content hits velocity thresholds
- Consultant tags winning elements within 30 minutes
**Hour 2-6: Documentation**
- Screen record exact creation process
- Write 5-bullet breakdown of why it worked
- Create templated brief for replication
**Hour 6-24: Distribution**
- Push notification to all creators
- $[BONUS] for same-day replication
- Consultant hosts emergency 15-min Zoom showing the format
**Hour 24-48: Iteration**
- Collect all replication attempts
- Identify which variations worked
- Update playbook with winning variations
4. **Self-Serve Onboarding System**
Enable scaling to 100+ creators without 1:1 training:
**Day 1 Package:**
- 30-minute playbook video walkthrough
- 10 example videos with beat-by-beat breakdowns
- First week content calendar (21 specific briefs)
- Slack access and creator buddy assignment
**Performance Gates:**
- Days 1-3: Submit 3 practice videos for review
- Days 4-7: Go live with 7 posts
- Day 8: Performance review call if <[X] average views
- Day 14: Cut decision if no post exceeds [X] views
- Day 30: Promotion to "Proven" tier if 1+ viral hit
**Graduation to Consultant:**
- Minimum 5 viral hits (>100K views)
- 15% or higher hit rate
- Created at least one novel format others replicated
- Strong communication skills demonstrated in Slack
5. **Living Playbook Management**
**Daily Updates:**
- Winning hooks from yesterday
- Failed formats to avoid
- Platform algorithm changes noticed
**Weekly Playbook Evolution:**
- Add 3-5 new templates based on wins
- Retire bottom 20% of templates
- Update benchmark metrics
**Monthly Overhaul:**
- Complete playbook audit with all consultants
- Survey all creators for feedback
- Competitive analysis of new formats in market
- Record new training videos for biggest changes
6. **Common Failure Library**
Document specific mistakes to prevent:
**Platform Mistakes:**
- TikTok: No hook in first 2 seconds, over 60 seconds, branded feeling
- Instagram: Poor cover frame, no captions, dead time in first 3 seconds
- YouTube Shorts: No pattern interrupt, missing subscribe prompt
**Product Demo Mistakes:**
- Showing setup/login (boring) instead of magic moment
- Too many features instead of one transformation
- Explaining instead of showing
- Perfect/polished instead of authentic reaction
Include exact templates, scripts, and checklists for each component. This playbook should enable any creator to achieve 80% of top performer results within 14 days.
Use Case: Exploit TikTok's algorithm that rewards new accounts equally to established ones, enabling rapid scaling through fresh channel creation at a fraction of traditional influencer costs.
Prompt:
You are a growth hacker specializing in TikTok's new account arbitrage strategy. Design a system to launch [TARGET: 50/100/200] new TikTok channels monthly, knowing that only 10% will break out but those will deliver massive ROI compared to traditional paid acquisition.
### Business Context:
- Product: [YOUR PRODUCT/SERVICE]
- Content type that works: [WHAT CONTENT STYLE PERFORMS BEST]
- Monthly budget: [BUDGET]
- Traditional CAC: $[CURRENT CUSTOMER ACQUISITION COST]
- Team size for management: [PEOPLE AVAILABLE]
- Risk tolerance: [LOW/MEDIUM/HIGH - affects how aggressive the strategy can be]
### Scale Mathematics & ROI Framework:
1. **Channel Economics Calculator**
Based on companies scaling to hundreds of creators:
**Volume Targets:**
- New channels to launch monthly: [START WITH 20-50]
- Expected breakout rate: 10% become viral channels
- Expected moderate success: 20% achieve steady growth
- Expected failures: 70% never gain traction
**Cost Structure:**
- Creator acquisition cost: $[50-150] signing bonus
- Per video payment: $[10-25] for first 10 videos
- Breakout bonus: $[500-2000] if channel hits 10K followers in 30 days
- Channel transfer payment: $[1000-5000] for successful channels
- Total cost per attempt: $[200-400]
- Cost per successful channel: $[2000-4000] (factoring 10% success rate)
**ROI Comparison:**
- Traditional influencer CPM: $[X] per thousand views
- New channel CPM: $[X/5] per thousand views
- Traditional paid ads CAC: $[X]
- New channel CAC: $[X/3]
2. **New Channel Creation Protocol**
Specific setup to maximize algorithm favor:
**Account Setup Standards:**
- Username format: [topic][random4digits] (e.g., "techlife2847")
- Bio template: Simple, no links for first 2 weeks
- Profile pic: Creator's actual face (not brand logo)
- Initial following: 10-20 accounts in your niche
- First action: Watch 10 minutes of niche content before posting
**Algorithm Training Sequence (First 10 Videos):**
- Videos 1-3: Broad appeal content (60-80% retention target)
- Videos 4-6: Niche down to product category
- Videos 7-8: Soft product mentions
- Videos 9-10: Direct product content if metrics support
**Graduation Metrics (Day 7 Assessment):**
- Continue if: Any video >10K views OR average >2K views
- Accelerate if: Any video >100K views OR follower velocity >100/day
- Abandon if: All videos <500 views AND <50 followers
3. **Creator Recruitment & Management**
Finding creators for new channel strategy:
**Ideal Creator Profile:**
- Existing creators with 5K-50K followers (hungry but experienced)
- College students/recent grads (time-rich, cash-motivated)
- Failed influencers looking for fresh start
- International creators (lower cost, high quality)
**Pitch Framework:**
"We'll pay you $[X] to start a fresh channel focused on [TOPIC]. No pressure on your main brand. $[X] per video for first 10 videos, huge bonus if it takes off, and we buy successful channels for $[X]. Zero downside, massive upside."
**Management Structure:**
- Cohorts of 10 creators start together (community support)
- Daily check-ins for first week via Discord
- Shared wins channel to maintain motivation
- Creator buddy system for feedback
4. **Legal Framework & Contracts**
Protecting your investment:
**Essential Contract Clauses:**
- Channel Ownership: "Creator acknowledges channel is work-for-hire. All content, username, and account access belong to [COMPANY] upon creation."
- Transfer Trigger: "Upon reaching 10,000 followers or [COMPANY] request, Creator will transfer full account access within 24 hours."
- Content Rights: "All videos created remain property of [COMPANY] in perpetuity across all platforms."
- Non-Compete: "Creator cannot create similar content for competitors for 90 days post-contract."
- Payment Terms: "Transfer payment of $[X] releases Creator from all channel obligations."
**Account Security:**
- Company email on all accounts from day 1
- Password manager shared access
- 2FA with company phone number
- Weekly password rotation for active channels
5. **Risk Mitigation Strategies**
**Platform Policy Risks:**
- Never mention coordination between accounts
- Vary posting times across channels
- Different IP addresses (creators post from their locations)
- Unique content (no reposting across channels)
- Maximum 5 channels per creator to avoid detection
**Creator Reliability:**
- Payment only after content delivery
- 48-hour replacement guarantee in contracts
- Maintain 150% creator pipeline (always recruiting)
- Automated content tracking via API
**Brand Safety:**
- Content guidelines document (banned topics/words)
- 3-strike policy for guideline violations
- Pre-approval required for first 5 videos
- Daily monitoring of all channel comments
6. **Scaling Decision Framework**
**Week 2 Assessment:**
- Top 10% channels → Transfer ownership, hire creator as consultant
- Middle 20% → Continue funding for 2 more weeks
- Bottom 70% → Stop funding, optional creator pivot to new channel
**Month 1 Scale Triggers:**
- If 20%+ success rate → Double channel creation
- If 10-20% success → Maintain volume, optimize quality
- If <10% success → Audit content strategy before continuing
**Portfolio Management:**
- Never exceed 30% of marketing budget on this strategy
- Maintain maximum 100 active channels (management constraint)
- Graduate 1 creator to consultant per 20 channels
Include specific tracking templates, creator contracts, and content calendars. Remember: This strategy works because TikTok's algorithm doesn't favor established accounts, making new channels equally competitive at zero cost basis.
Use Case: Transform high-performing organic influencer content into paid advertising creative within hours, achieving 3-5x better ROAS than traditional ad creative.
Prompt:
You are a performance marketing expert who specializes in rapidly deploying influencer content as paid creative. Help me build a system that identifies winners within 2-4 hours and scales them across paid channels before momentum dies.
### Current Setup:
- Influencer content volume: [MONTHLY CONTENT PIECES]
- Paid ad channels: [FACEBOOK/INSTAGRAM/TIKTOK/YOUTUBE/GOOGLE]
- Monthly ad budget: [TOTAL BUDGET]
- Current CAC: [CUSTOMER ACQUISITION COST]
- Current ROAS benchmarks: [BY PLATFORM]
- Creative approval time: [HOURS FROM REQUEST TO LIVE]
### Rapid Deployment System:
1. **2-Hour Identification Protocol**
Real-time monitoring and triggers:
**Hour 0-1 Monitoring:**
- TikTok: >80% completion rate + >5% share rate
- Instagram Reels: >10K views in first hour + >8% engagement
- YouTube Shorts: >70% retention + >1K views in first hour
**Hour 1-2 Decision:**
- Hit all benchmarks → Immediate $500 test budget
- Hit 75% benchmarks → $200 test budget
- Under 75% → Monitor for 2 more hours only
**Hour 2-4 Scaling:**
- ROAS >2x in first 50 conversions → Scale to $2K daily
- ROAS 1.5-2x → Maintain $500 daily, test variations
- ROAS <1.5x → Kill original, test variations only
2. **Platform-Specific Whitelisting Setup**
**TikTok Spark Ads:**
- Pre-authorization: All creators sign Spark Ads agreement on day 1
- Code delivery: Automated request when content hits benchmarks
- Setup time: 15 minutes from code receipt
- Advantage: Maintains organic social proof
**Meta Partnership Ads:**
- Creator Authentication: Bulk invite all creators to Meta Business Manager
- Instant activation: Pre-approved partnership rights
- Dark posting option: Run without showing on creator profile
- Lookalike audience: Build from video engagers immediately
**YouTube Shorts Ads:**
- Direct licensing: Download and reupload to brand account
- Creator tags: Include creator handle in description
- Placement: Run as Discovery ads and In-feed video
3. **Creative Testing Matrix**
Test these variations within first 24 hours:
**Version A - Raw Original:**
- Exactly as creator posted
- Maintains authenticity
**Version B - Polished Edit:**
- Add captions/subtitles
- Brand logo in corner
- Clear CTA overlay at end
**Version C - Ugly Remix:**
- Lower resolution/rough cut
- Urgent text overlays
- "Screen recording" style
**Version D - Platform Native:**
- Reformat for platform (9:16 vs 1:1 vs 16:9)
- Platform-specific features (stickers, polls)
- Native CTA buttons
**Version E - Compilation:**
- Combine with 2-3 similar creator videos
- "Everyone's talking about X" angle
- Social proof multiplier
4. **Budget Scaling Mathematics**
**Test Budget Allocation:**
- Hour 2-4: $100-500 (validation)
- Hour 4-24: $500-2000 (optimization)
- Day 2-7: $2000-10000 (scaling)
**Scaling Triggers:**
- If ROAS >3x after $500 spend → Scale to $5K daily
- If ROAS 2-3x after $500 spend → Scale to $2K daily
- If ROAS 1.5-2x after $500 spend → Maintain $500, test variations
- If ROAS <1.5x after $500 spend → Kill original, test only variations
**Platform Arbitrage:**
- TikTok organic hit → Test on Meta (often 50% cheaper CPMs)
- Instagram Reel hit → Test on TikTok (broader reach)
- YouTube Short hit → Test on Google Discovery
**Kill Criteria:**
- Frequency >3.0 without ROAS improvement
- CPM increase >50% from initial
- Creative fatigue (CTR drops 30% from peak)
5. **Creator Incentive Alignment**
**Paid Performance Bonuses:**
- Base: $100 for whitelisting rights
- Tier 1: $500 bonus at $10K profitable ad spend
- Tier 2: $2000 bonus at $50K profitable ad spend
- Tier 3: $5000 bonus at $100K profitable ad spend
- Ongoing: 5% of profitable ad spend monthly
**Rights Management:**
- 30-day exclusive: Creator cannot license to competitors
- 90-day usage: Brand can run ads for 3 months
- Refresh rights: New payment for extended use
- Platform expansion: Additional fee for new platforms
**Creator Reporting:**
- Weekly performance email showing their content's paid impact
- Leaderboard of top performing creator ads
- Case studies they can use for portfolio
6. **Cross-Platform Deployment Playbook**
**Content Reformatting SOPs:**
TikTok → Instagram:
- Remove TikTok watermark via SnapTik
- Add Instagram-specific stickers
- Reformat to 4:5 if needed
- Upload as both Reel and Story
TikTok → YouTube Shorts:
- Extend to 59 seconds if under
- Add YouTube end screen
- Include searchable title
TikTok → Meta Feed:
- Create 1:1 square version
- Add headline and description
- Test as collection ad
**Performance Tracking:**
- Unified dashboard across platforms
- Creative fatigue alerts (CTR degradation)
- Platform performance comparison
- Creator ROI ranking
7. **Weekly Optimization Workflow**
Monday: Analyze weekend organic performance, deploy winners
Tuesday: Test variations of Monday's launches
Wednesday: Scale winners, kill losers
Thursday: New creative batch from this week's organic
Friday: Prepare weekend campaigns with proven creative
**Monthly Review:**
- Top 10 performing ads analysis
- Creator bonus payouts
- Rights renewal negotiations
- Creative refresh planning
Include specific platform setup guides, legal templates, and automated tracking systems. Speed is everything - every hour of delay reduces potential ROAS by ~10%.
Use Case: Transform your marketing spend from traditional channels to influencer-led growth, achieving 10-20x better capital efficiency like companies reaching $50M ARR with only $5M spend.
Prompt:
Act as a CMO who needs to optimize marketing spend for maximum ROI, transitioning from traditional paid acquisition (where companies spend $100-200M to reach $50M ARR) to influencer-led growth (where leaders spend $5M to reach $50M ARR). Help me build a budget optimization framework that accounts for the 90/10 rule: 90% of results come from 10% of creators.
### Current Metrics:
- Traditional paid CAC: [CURRENT CAC]
- Total monthly marketing budget: [TOTAL BUDGET]
- Current channel mix: [% PAID ADS / % CONTENT / % OTHER]
- Target monthly growth rate: [DESIRED MRR GROWTH]
- Target CAC reduction: [GOAL CAC]
- Team size for influencer management: [CURRENT HEADCOUNT]
### Budget Architecture Framework:
1. **Minimum Viable Budget Calculation**
**Cannot Half-Commit Formula:**
- Minimum monthly budget: $10-20K (Gamma's starting point)
- Required for: Testing 50-100 creators monthly at $100-200 each
- If budget <$10K: Do NOT start (will fail from insufficient testing)
**The 90/10 Budget Math:**
Calculate your true needs:
- Viral hits needed monthly: [TARGET NUMBER]
- Success rate: 10% of creators generate hits
- Creators needed: Hits needed × 10
- Test budget required: Creators × $200 average cost
- Scale budget required: 3x test budget for amplifying winners
- Total minimum budget: Test + Scale budgets
Example: Need 5 hits/month = 50 creators = $10K test + $30K scale = $40K minimum
2. **Weekly Budget Reallocation System**
**Day 1-3 Test Allocation:**
- 70% to new creator tests ($100-300 each)
- 20% held for viral amplification
- 10% to proven performers
**Day 4-5 Reallocation Triggers:**
- Viral content detected → Pull from test budget to amplify
- No hits this week → Increase test budget by 20%
- Multiple hits → Decrease test budget, increase scale budget
**Day 6-7 Sprint Decisions:**
- Top 10% creators → Lock in for next week at higher rates
- Bottom 50% → Cut immediately
- Middle 40% → One more week to prove themselves
**Viral War Chest:**
- Always reserve 20% of monthly budget for "lightning strikes"
- Deploy within 2 hours when content hits viral velocity
- Authority to spend up to $5K without approval when metrics hit
3. **Channel Migration Calculator**
**Traditional vs Influencer Economics:**
Traditional Paid:
- CPM: $[20-50] on Meta/Google
- CAC: $[100-500] typical SaaS
- Predictability: 90% (reliable but expensive)
- Scale ceiling: Limited by rising CACs
Influencer-Led:
- CPM equivalent: $[2-10] through creators
- CAC: $[10-100] when optimized
- Predictability: 40% initially → 70% when systematized
- Scale ceiling: Limited only by creator supply
**Migration Timeline:**
- Month 1: 80% traditional / 20% influencer (test)
- Month 2-3: 60% traditional / 40% influencer (validate)
- Month 4-6: 40% traditional / 60% influencer (scale)
- Month 6+: 20% traditional / 80% influencer (optimized)
**Kill Traditional Trigger:**
When influencer CAC <50% of traditional for 2 consecutive months
4. **Platform Portfolio Allocation**
**Never Exceed Per Platform:**
- TikTok: Maximum 40% (high reward, high risk)
- Instagram: Maximum 30% (stable, saturated)
- YouTube: Maximum 30% (high production cost, high LTV)
- LinkedIn: Maximum 20% (B2B only)
- Other: Maximum 20% (Twitter, Pinterest, etc.)
**Platform CAC Benchmarks:**
- TikTok: $[5-30] typical for viral content
- Instagram: $[20-60] for quality creators
- YouTube: $[30-100] but higher LTV
- LinkedIn: $[50-150] for B2B
**Diversification Requirements:**
- Minimum 2 platforms at all times
- No platform >50% of spend
- Test new platform every quarter
5. **Team Economics Calculation**
**Cost Per Creator Managed:**
- Junior manager: Can handle 30-50 creators at $3K/month salary
- Senior manager: Can handle 100+ creators at $6K/month salary
- Creator-consultant: Can train 20 creators at $2K/month
**Break-Even Analysis:**
- If managing internally: Need 30+ creators to justify hire
- If using agency: 15-20% of spend (only for <30 creators)
- If using creator-consultants: Most cost-effective at scale
**Scaling Team Triggers:**
- At 50 creators: Hire first dedicated manager
- At 100 creators: Add creator-consultant layer
- At 200+ creators: Build internal team of 3-4
6. **ROI Measurement Framework**
**Blended CAC Calculation:**
(Influencer Spend + Paid Amplification + Team Costs) ÷ New Customers = True CAC
**Channel Efficiency Score:**
- Traditional: (Customers × LTV) ÷ Spend
- Influencer: (Customers × LTV) ÷ (Creator costs + Amplification)
- Migration justified when: Influencer efficiency >2x traditional
**Speed to ROI:**
- Traditional: 6-9 months to positive ROI
- Influencer: 2-3 months when optimized
- Breakeven: Month 1 if viral hits achieved
7. **Scaling Investment Triggers**
**Double Budget When:**
- CAC <50% of traditional for 30 days
- Have 10+ creators consistently hitting
- Platform arbitrage opportunity identified
- Viral playbook documented and repeatable
**Maintain Budget When:**
- CAC = 50-75% of traditional
- Testing new platforms or formats
- Building creator pipeline
**Reduce Budget When:**
- CAC >75% of traditional
- Creator quality declining
- Platform algorithm changes
- Need to restart with new strategy
8. **Budget Allocation Template**
For $50K monthly budget (growth stage):
- New creator testing: $20K (100 creators at $200)
- Proven creator scaling: $15K (top 10 creators)
- Paid amplification: $10K (boost viral content)
- Team/tools: $3K (management costs)
- Reserve fund: $2K (opportunity fund)
For $10K monthly budget (minimum viable):
- New creator testing: $5K (25-30 creators)
- Proven creator scaling: $3K (top 3-5 creators)
- Paid amplification: $1.5K (boost only best)
- Team/tools: $0.5K (use creator-consultants)
Include specific templates for board reporting showing capital efficiency gains. Remember: Traditional companies need $2-4 to make $1. Influencer-led companies need $0.10-0.20 to make $1.
Use Case: Build a self-scaling creator machine that can grow from 10 to 500+ creators through systematic creator-to-creator training, aggressive performance filtering, and real-time knowledge transfer.
Prompt:
You are a creator operations manager building a high-velocity creator system that scales through automation and peer training, not manual management. Help me design a performance-driven creator machine for [PRODUCT/SERVICE] that can handle hundreds of creators with minimal overhead.
### System Requirements:
- Product: [DESCRIBE YOUR PRODUCT]
- Current creator count: [NUMBER OF CREATORS]
- Target creator count in 6 months: [TARGET NUMBER]
- Budget per creator: [AVERAGE MONTHLY SPEND PER CREATOR]
- Management capacity: [TEAM HOURS AVAILABLE WEEKLY]
### Scalable Creator Machine Architecture:
1. **Performance-Based Pyramid Structure**
**Testing Pool (60% of creators):**
- Entry: Anyone willing to create 5 posts in first week
- Pay: $50-100 per post, no bonuses
- Timeline: 14-day trial period
- Cut criteria: Zero posts >10K views = immediate cut
- Graduation: 1+ viral hit (>100K views) → move to Proven
**Proven Performers (30% of creators):**
- Entry: Minimum 1 viral hit or 20% hit rate
- Pay: $150-300 per post + viral bonuses
- Requirements: 10+ posts monthly
- Cut criteria: No hits for 30 days = back to Testing
- Graduation: 5+ viral hits → eligible for Consultant
**Creator-Consultants (10% of creators):**
- Entry: 10+ viral hits, proven teaching ability
- Pay: $2000/month base + $100 per trainee who graduates
- Requirements: Train 20 new creators monthly
- Deliverables: Weekly training call, playbook updates
- Super-consultant tier: Top 1% train the trainants
2. **Automated Onboarding Pipeline**
**Hour 0-1: Self-Service Start**
- Auto-email with login credentials
- 30-minute video course (created by top consultants)
- Download pack: 50 winning hooks, 20 example videos
- First brief: Create 3 videos in next 24 hours
**Day 1-3: Rapid Testing**
- Submit 3 videos to Slack/Discord bot
- AI-powered initial QC (checks format, length, hook)
- Auto-assignment to consultant for human review
- Green light to post or required revisions
**Day 4-14: Prove or Prune**
- Must post daily (minimum 10 posts)
- Auto-tracking via API integration
- Performance dashboard updates hourly
- Day 7: Warning if no post >5K views
- Day 14: Auto-cut if no post >10K views
**Graduation Path:**
- Viral hit → Auto-invite to Proven tier
- No hits but good metrics → One week extension
- Poor performance → Auto-removed from system
3. **Real-Time Knowledge Transfer System**
**Viral Alert Infrastructure:**
- Webhook triggers when any post hits 100K views in 6 hours
- Instant Slack/Discord notification to all creators
- Automatic $500 bonus to original creator
- $100 bonus for first 10 creators to replicate format
**24-Hour Replication Protocol:**
- Hour 0-2: Original creator records breakdown video
- Hour 2-4: Consultant creates template brief
- Hour 4-6: Push notification to all creators
- Hour 6-24: Replication sprint with bonuses
- Hour 24: Analysis of which replications worked
**Living Playbook System:**
- Google Doc/Notion updated daily by consultants
- Version control showing what's new
- Deprecated section for what stopped working
- Search function by platform/format/hook type
4. **Creator-Consultant Training Academy**
**Consultant Curriculum (Created by top 1%):**
Week 1: Analysis & Pattern Recognition
- How to identify why content went viral
- Breaking down hooks, pacing, reveals
- Creating replicable templates
Week 2: Teaching at Scale
- Running effective Zoom trainings
- Creating video tutorials
- Giving actionable feedback fast
Week 3: System Management
- Using tracking dashboards
- Identifying promising new creators
- When to cut vs coach
Week 4: Playbook Development
- Documenting winning formulas
- A/B testing frameworks
- Platform algorithm updates
**Consultant Compensation Model:**
- Base: $2000/month for 10 hours/week
- Per-creator bonus: $50 for each that graduates Testing
- Viral bonus: $200 when trainee gets first viral hit
- Super-consultant: Additional $3000/month for training consultants
5. **Automation Tech Stack**
**Essential Tools:**
- Zapier/Make: Connect all systems
- Airtable/Notion: Creator database and performance tracking
- Slack/Discord: Real-time communication with bots
- Loom/Vidyard: Async video training
- TikTok/Instagram APIs: Auto-pull performance data
- Stripe/PayPal: Automated payments based on performance
**Custom Automations to Build:**
- Performance tracker pulling metrics every 6 hours
- Payment calculator based on views/engagement
- Underperformer alerts after 7 days of no hits
- Viral replication notification system
- Consultant assignment algorithm
**Dashboard Requirements:**
- Real-time creator rankings
- Hit rate by creator/format/platform
- Cost per viral hit trends
- Consultant effectiveness scores
- Platform algorithm change indicators
6. **Aggressive Performance Management**
**Weekly Culling Process:**
Every Monday at 9am:
- Bottom 20% of Testing pool → Cut
- Bottom 10% of Proven → Back to Testing
- Zero posts in 7 days → Auto-removed
- No engagement with training → Warning then cut
**Fast Track Promotions:**
- Viral hit in first 3 posts → Skip to Proven
- 3 viral hits in first week → Fast track to Consultant training
- Innovative format that others replicate → Bonus + recognition
**Three-Strike System:**
- Strike 1: No posts for 3 days → Warning
- Strike 2: Poor performance week 2 → Final warning
- Strike 3: Any additional issue → Removed
7. **Economic Incentive Engine**
**Performance Bonuses (Stacking):**
- 10K views: +$20
- 50K views: +$50
- 100K views: +$100
- 500K views: +$500
- 1M+ views: +$1000
**Competition & Gamification:**
- Weekly leaderboards with cash prizes (1st: $500, 2nd: $250, 3rd: $100)
- Monthly "Creator of the Month" ($2000 bonus + consultant fast track)
- Format innovation bonus ($1000 for new viral format)
**Long-term Incentives:**
- Revenue share: 1% of attributed sales after 6 months
- Equity pool: Top 1% of creators get options
- Exit bonuses: Payout when company sells
8. **Scaling Milestones**
**0-50 Creators:**
- Focus: Find first viral formats
- Management: 1 person manually
- Key metric: First viral hit
**50-150 Creators:**
- Focus: Systematize winning formulas
- Management: Add first consultants
- Key metric: Hit rate improvement
**150-300 Creators:**
- Focus: Automation and self-service
- Management: Consultants manage everything
- Key metric: Cost per viral hit
**300-500+ Creators:**
- Focus: Platform expansion
- Management: Regional consultant teams
- Key metric: CAC vs LTV
Include templates for all automations, tracking spreadsheets, and payment calculators. Remember: This is not a community, it's a performance machine. Sentiment is nice, but viral hits pay the bills.
Use Case: Monitor competitors' influencer strategies in real-time to immediately steal winning formats, poach successful creators, and identify untapped platform opportunities within 48 hours.
Prompt:
Act as a competitive intelligence specialist focused on rapid action over analysis. Build a system to track competitor influencer strategies and immediately capitalize on their successes and failures for [YOUR COMPANY] competing against [LIST 3-5 COMPETITORS].
### Competitive Landscape:
- Main competitors: [LIST 3-5 COMPETITORS]
- Your current monthly influencer spend: [$X]
- Estimated competitor spend: [$X-X RANGE]
- Platforms you're active on: [LIST PLATFORMS]
- Your current hit rate: [% OF CONTENT GOING VIRAL]
### Real-Time Intelligence Framework:
1. **24-Hour Monitoring System**
**Automated Tracking Setup:**
- TikTok: Follow all competitor brand accounts + track branded hashtags
- Instagram: Set up branded mention alerts + story monitoring
- YouTube: Subscribe with notifications + track unlisted via employees
- LinkedIn: Follow company pages + executive personal accounts
**Viral Detection Alerts:**
- Set up Mention/Brand24 alerts for >50K views in 6 hours
- Discord/Slack webhook when competitor content hits velocity
- Daily 9am report of competitor's top content from yesterday
- Weekly creator leaderboard showing their top performers
**Tools Stack:**
- Real-time: TikTok Creative Center, Facebook Ad Library
- Tracking: Similarweb, Social Blade, HypeAuditor
- Alerts: Google Alerts, Mention, Brand24
- Analysis: Phantom Buster for scraping, Airtable for database
2. **48-Hour Format Theft Protocol**
**Hour 0-6: Detection**
- Competitor content crosses viral threshold
- Automated alert to team with link and metrics
- Quick analysis: Why did this work?
**Hour 6-24: Replication Brief**
- Download and analyze frame-by-frame
- Extract: Hook structure, reveal timing, music, effects
- Create improved version brief (10% better hook, cleaner demo)
- Identify 20 creators to execute immediately
**Hour 24-48: Scaled Execution**
- Push brief to all relevant creators with $200 bonus for speed
- First 10 creators to post get extra $100
- Track performance vs. original
- If outperforming: Scale to 50+ creators
**Legal Safety:**
- Never copy exact scripts or shots
- Always improve/transform the concept
- Document your iteration clearly
3. **Aggressive Creator Recruitment**
**Identify Poaching Targets:**
- Creators getting <1K views on competitor posts (undervalued)
- Creators with only 1-2 brand deals (not exclusive)
- Creators complaining about payment/communication
- Rising creators competitors haven't noticed yet
**Poaching Playbook:**
- Initial DM: "Loved your work with [competitor]. We pay 2x market rate."
- Offer: Match their rate +50% for first month
- Bonus: $500 signing bonus for immediate start
- Exclusive option: 3x rate for 30-day exclusive
**Creator Intelligence Database:**
- Track every creator working with competitors
- Note their average view counts
- Estimate their rates (views/1000 × $20-50)
- Flag when they haven't posted for competitor in 30 days
4. **Platform Arbitrage Identification**
**Blue Ocean Discovery:**
- Map where each competitor spends time
- Identify platforms they're ignoring
- Find emerging platforms they haven't noticed
- Track their platform-specific CAC
**Arbitrage Opportunities:**
- Competitor heavy on TikTok → You dominate Instagram Reels
- Competitor ignoring YouTube Shorts → You go all-in
- Competitor only using mega-influencers → You focus micro
- Competitor in English only → You test international
**First-Mover Advantages:**
- New platform features (be first to use)
- Emerging content formats competitors haven't tried
- Underpriced creators in adjacent niches
- Geographic markets competitors ignore
5. **Competitor ROI Reverse-Engineering**
**Spend Estimation Formula:**
- Count monthly creator posts × Estimated rate per creator tier
- Add 30% for management/agency fees
- Add detected paid amplification (via FB Ad Library)
- Total estimated monthly spend: $[X]
**Performance Calculation:**
- Track their website traffic changes (Similarweb)
- Monitor app downloads if applicable (Sensor Tower)
- Count public customer wins/case studies
- Estimate CAC: Spend ÷ New customer signals
**Efficiency Scoring:**
- Their estimated CAC vs. yours
- Their content hit rate vs. yours
- Their platform mix efficiency
- Their creative diversity (formats getting stale?)
6. **Rapid Response Triggers**
**Immediate Copy Triggers:**
- Competitor hits 1M+ views → Copy within 24 hours
- New format we haven't seen → Test within 48 hours
- Platform feature exploitation → Match immediately
**Creator Steal Triggers:**
- Star creator underperforming → Reach out within 24 hours
- Creator publicly complains → DM within 1 hour
- Creator contract expires → Pre-emptive offer
**Platform Shift Triggers:**
- Competitor abandons platform → Double down or follow?
- Competitor enters new platform → Block or ignore?
- Platform algorithm change → Who adapts faster?
7. **Weekly Competitive Sprint**
**Monday: Weekend Analysis**
- What viral content did competitors create Fri-Sun?
- Which creators performed best?
- Any new platforms or formats?
**Tuesday: Theft Tuesday**
- Create briefs for top 3 competitor formats
- Deploy to creators with 48-hour deadline
**Wednesday: Poaching Wednesday**
- Reach out to 10 competitor creators
- Focus on their underperformers
**Thursday: Innovation Thursday**
- Test formats competitors haven't tried
- Launch on platforms they ignore
**Friday: Week Wrap**
- Compare your metrics vs. competitors
- Plan weekend monitoring
8. **Competitive Advantage Playbook**
**Speed Advantages:**
- We copy and improve in 48 hours (they take weeks)
- We pay creators same-day (they pay NET30)
- We test 100 creators (they test 10)
**Economic Advantages:**
- We pay performance bonuses (they pay flat fees)
- We offer rev share (they don't)
- We promote creators (they hide them)
**Intelligence Advantages:**
- We track everything (they track nothing)
- We iterate daily (they iterate monthly)
- We share winning formats (they silo information)
Include tracking templates, DM scripts for creator recruitment, and automated monitoring setup guides. Remember: In influencer marketing, the fast eat the slow. Second place is first loser.
Use Case: Engineer product features specifically for viral demonstration potential, ensuring every new feature can create a "magic moment" within 15-30 seconds that makes viewers stop scrolling.
Prompt:
You are a product strategist obsessed with viral demonstration potential. Help me redesign our product roadmap to maximize "demo magic" — those moments that make creators' content go viral and viewers say "holy shit, I need this." For [PRODUCT NAME], we need features that look impossible until we make them real.
### Product Context:
- Current product: [DESCRIBE CORE FUNCTIONALITY]
- Average demo length: [CURRENT TIME TO SHOW VALUE]
- Best "wow" moment currently: [DESCRIBE YOUR BEST DEMO MOMENT]
- Competitor viral features: [WHAT MAKES COMPETITORS GO VIRAL]
- Creator feedback themes: [TOP 3 CREATOR COMPLAINTS ABOUT DEMOS]
### Viral Product Engineering Framework:
1. **Magic Moment Audit & Engineering**
**Current State Analysis:**
Rate each existing feature on viral potential:
- Time to wow: How many seconds until viewer is impressed?
- Visual impact: Does it look magical/impossible on screen?
- Transformation clarity: Is before/after instantly obvious?
- Share trigger: Would someone tag a friend immediately?
- Platform fit: Does it work in 9:16 vertical video?
**Magic Moment Manufacturing:**
- 3-Second Hook: What happens in first 3 seconds that stops scrolling?
- 15-Second Reveal: Complete transformation visible
- 30-Second Story: Problem → Solution → Delight
- 60-Second Deep: Full feature demonstration
**Engineering Specifications:**
- Remove ALL setup steps from demo view
- Add visual progress indicators (loading bars, countdowns)
- Include before/after toggle buttons
- Build in "replay value" mechanics
- Add shareable output formats
2. **Speed-to-Wow Optimization**
**Demo Friction Removal:**
Map and eliminate every second of "boring":
- Login/signup: Skip with demo mode
- Data entry: Pre-populate with interesting examples
- Processing time: Add visual effects during waits
- Navigation: Deep link directly to magic features
- Export/sharing: One-click to all platforms
**Benchmark Requirements:**
Every feature must hit ONE of these:
- 5-Second Wow: Instant visual transformation
- 15-Second Wow: Quick process with amazing result
- 30-Second Wow: Story-based transformation
- Feature fails if: No wow within 30 seconds
**Demo Mode Engineering:**
- Dedicated demo.yourproduct.com with instant access
- Pre-loaded with viral-worthy examples
- Simplified UI hiding advanced features
- "Record-ready" mode with clean interface
- Auto-generated captions explaining what's happening
3. **Viral Mechanics as Features**
**Build Virality Into Product:**
- Before/After Slider: Built into every output
- Comparison Mode: Side-by-side with competitors/old way
- Progress Animations: Satisfying visual completion
- Surprise Elements: Randomized "easter eggs" in 1% of uses
- Social Proof: "234 others created this today" notifications
**Content-First Features:**
Design features that ARE content:
- Shareable stats: "You saved 3 hours this week"
- Achievement unlocks: "Power User" badges
- Transformation galleries: User showcase built-in
- Template library: Start with viral-proven formats
- Remix function: Build on others' creations
4. **Creator-Driven Feature Prioritization**
**Viral Scoring Matrix (Score 1-10 each):**
- Demo Speed: Seconds to first wow
- Visual Impact: How impressive on video
- Surprise Factor: Unexpected/magical feeling
- Share Trigger: Likelihood to tag friends
- Platform Native: Works in Stories/Reels/Shorts
- Competitive Edge: Nobody else can do this
**Only Build If:**
- Viral score >40/60
- Can demo in <30 seconds
- At least 5 creators commit to launch content
- Beats competitor demo by 2x
**Kill Features That:**
- Take >60 seconds to demonstrate
- Require explanation to understand
- Look boring on video
- Competitors do better
5. **Creator Product Council**
**Structure:**
- 10 top creators with viral track records
- Monthly 2-hour product sprint
- $1000/month retainer + equity options
- Veto power on "boring" features
**Creator Sprint Process:**
Week 1: Creators submit "dream demo" wishlists
Week 2: Product team builds prototypes
Week 3: Creators test and film demo content
Week 4: Ship if any demo gets >100K views
**Creator Feature Ownership:**
- Each creator "owns" one feature launch
- They create launch content strategy
- Get revenue share from their feature's attribution
- Featured in product marketing
6. **Competitive Demo Intelligence**
**Weekly Demo Teardowns:**
Analyze viral product demos across industries:
- What made people stop scrolling?
- Time to first "wow"
- Music/sound strategy
- Reveal techniques
- Comment patterns (what questions appear)
**Demo Gap Analysis:**
- List top 10 viral product demos this month
- Identify why each worked
- Find patterns competitors miss
- Build features that fill demo gaps
**Anti-Patterns to Avoid:**
- Long setups (Notion templates)
- Abstract value (B2B analytics)
- Gradual improvements (1% better)
- Expert-only features (power user tools)
7. **Launch Coordination for Virality**
**Pre-Launch (2 weeks before):**
- 20 creators get beta access
- Create 100+ demo videos in embargo
- A/B test hooks and angles
- Build hype with "coming soon" teasers
**Launch Day Blitz:**
- 50+ videos go live simultaneously
- $10K budget for instant amplification
- Coordinate across time zones
- Live demos on TikTok/Instagram Live
**Post-Launch Iteration:**
- Track which demos went viral
- Ship demo improvements within 48 hours
- Create "response" videos to comments
- Build requested features from viral videos
8. **Product Roadmap Transformation**
**Old Priority Stack:**
1. Customer requests
2. Technical debt
3. Competitive features
4. Marketing needs
**New Viral-First Stack:**
1. Features with >50 viral score
2. Demo speed improvements
3. Visual impact enhancements
4. Creator-requested magic
5. Everything else
**Quarterly Planning:**
- Must ship 1 "magic" feature monthly
- Every sprint includes demo improvements
- 20% time for "wild" viral experiments
- Kill 2 boring features for every 1 built
Include demo scripts, viral scoring spreadsheets, and creator council templates. Remember: In the attention economy, boring products die. Every feature should make someone pull out their phone to record it.
Use Case: Build a real-time dashboard that tracks capital efficiency, identifies the 10% of creators driving 90% of results, and enables instant kill/scale decisions to maintain 10-20x better unit economics than traditional marketing.
Prompt:
You are a data analyst building a real-time influencer marketing command center that proves we're achieving 10-20x better capital efficiency than traditional marketing (reaching $50M ARR with $5M spend vs. traditional $100-200M). Design a dashboard that enables instant decisions and tracks the 90/10 rule in action for [COMPANY TYPE].
### Business Context:
- Revenue model: [SUBSCRIPTION/ONE-TIME/MARKETPLACE/ETC.]
- Current MRR: [$X]
- Traditional marketing CAC: [$X]
- Influencer marketing budget: [$X MONTHLY]
- Number of active creators: [X]
- Decision-making speed required: [HOURS TO MAKE KILL/SCALE DECISIONS]
### Real-Time Command Center Architecture:
1. **Capital Efficiency Scoreboard (Updated Hourly)**
**Efficiency Comparison Metrics:**
- Traditional Marketing Efficiency: $ Spent per $ ARR Generated
- Influencer-Led Efficiency: $ Spent per $ ARR Generated
- Efficiency Multiple: [Influencer efficiency ÷ Traditional] → Target: 10-20x
- Path to $50M: Current burn rate vs. projection
- Days of Runway at Current Efficiency
**Live Calculations:**
Traditional CAC: [Ad Spend + Team + Tools] ÷ Customers = $[X]
Influencer CAC: [Creator Costs + Amplification] ÷ Customers = $[X]
Capital Efficiency Score: Traditional CAC ÷ Influencer CAC = [X]x
**Benchmark Alerts:**
- Green: >10x more efficient than traditional
- Yellow: 5-10x more efficient
- Red: <5x more efficient (strategy failing)
2. **90/10 Rule Tracker (Live)**
**Creator Concentration Analysis:**
- Top 10% creators: [NAMES] generating [X]% of results
- Middle 40%: Contributing [X]% of results
- Bottom 50%: Contributing [X]% (cut candidates)
- Concentration Risk Score: % dependent on top 3 creators
**Performance Distribution:**
Viral Hits This Week:
- Creator A: 5 hits (45% of total)
- Creator B: 3 hits (27% of total)
- Creator C: 2 hits (18% of total)
- Other 97 creators: 1 hit (10% of total)
**10% Identification Triggers:**
- Auto-flag creators with >3 viral hits weekly
- Mark for consultant promotion at 10+ total hits
- Alert when creator generates >$10K in attributed revenue
3. **Velocity Metrics Dashboard (Refresh Every 15 Minutes)**
**Speed to Success Metrics:**
- Time to First View: Minutes from post to first 1K views
- Time to Viral: Hours from post to 100K views
- Time to Scale Decision: Hours from viral signal to paid amplification
- Replication Speed: Hours from original hit to 10+ copies
- Creator Onboarding Velocity: Days from signup to first hit
**Speed Benchmarks:**
- Content → Viral signal: <6 hours (good), <2 hours (excellent)
- Viral signal → Amplification: <2 hours (good), <30 minutes (excellent)
- Hit → Replication: <24 hours (good), <6 hours (excellent)
- Format Death: Days from peak to <50% effectiveness
**Velocity Decay Warnings:**
- Alert when viral velocity slowing week-over-week
- Flag when replication speed increasing (team slowing down)
- Warning when time-to-decision expanding
4. **Real-Time Kill/Scale Automation**
**2-Hour Decision Engine:**
IF views at 2 hours >10K AND engagement >10%:
→ Auto-allocate $500 boost budget
→ Alert all creators to replicate
→ Generate performance projection
IF views at 2 hours <1K AND engagement <5%:
→ Kill content
→ Alert creator for pivot
→ Document failure pattern
IF creator has 0 hits in 14 days:
→ Auto-remove from active roster
→ Send improvement resources
→ Open slot for new creator
**Scaling Triggers (Automated):**
- ROAS >3x after $100 spend → Auto-scale to $1K
- Creator hits 3x weekly → Auto-increase their budget 50%
- Format working across 5+ creators → Push to all creators
5. **Creator Lifecycle Analytics**
**Health Metrics:**
- Time to First Hit: Days from start to viral content
- Hit Rate Trajectory: Improving, stable, or declining
- Creator Fatigue Score: Posting frequency vs. performance
- Burnout Risk: Declining performance + reduced posting
- Lifetime Value: Total revenue generated per creator
**Early Warning System:**
- Yellow flag: No hit in 7 days
- Orange flag: Hit rate declined 50%
- Red flag: Creator missed 3 posting commitments
- Black flag: Creator working with competitor
**Creator Efficiency Rankings:**
Creator ROI = (Revenue Generated - Creator Costs) ÷ Creator Costs
Top Performers (Weekly):
1. @creator1: 47x ROI, 5 hits, $235 cost
2. @creator2: 31x ROI, 3 hits, $180 cost
3. @creator3: 28x ROI, 4 hits, $320 cost
6. **Format Decay Intelligence**
**Viral Format Lifecycle Tracking:**
- Format Birthday: When first achieved viral
- Peak Performance: Best day/week
- Current Performance: % of peak
- Decay Rate: Weekly decline percentage
- Retirement Trigger: <30% of peak performance
**Format Effectiveness Grid:**
Format A (Hook style): 87% of peak, 12 days old → SCALE
Format B (Demo type): 45% of peak, 31 days old → REDUCE
Format C (Angle): 22% of peak, 45 days old → RETIRE
Format D (New test): 134% growth, 3 days old → ACCELERATE
**Innovation Pipeline:**
- New formats tested this week: [X]
- Hit rate of new vs. established: [X]%
- Days since last breakthrough format: [X]
7. **Competitive Efficiency Tracker**
**Capital Efficiency Race:**
Company | Estimated Spend | Estimated ARR | Efficiency
---------------|-----------------|---------------|------------
You | $50K/month | $2M MRR | 40x
Competitor A | $200K/month | $3M MRR | 15x
Competitor B | $500K/month | $5M MRR | 10x
Traditional | $2M/month | $4M MRR | 2x
**Relative Performance:**
- Your CAC vs. Industry: [X]% lower
- Your viral hit rate vs. Competition: [X]% higher
- Your creator efficiency vs. Market: [X]x better
8. **Executive Decision Dashboard**
**Board-Level Metrics (Monthly):**
- Capital Raised Needed: $0 (self-funded through efficiency)
- Months to $50M ARR at Current Rate: [X]
- Total Spend to Date: $[X] vs. Traditional Would Be: $[X]
- Efficiency Multiple: [X]x better than traditional
**Daily CEO Dashboard:**
- Viral Hits Today: [X] (target: [X])
- Money Velocity: $ In → $ Out → $ ARR today
- Top Creator Issues: [LIST]
- Format Innovation: [New formats being tested]
**Instant Decision Queue:**
REQUIRES DECISION NOW:
1. Creator X hit 1M views → Amplify? [$5K budget requested]
2. Format Y failing 3 days → Kill? [20 creators affected]
3. Competitor launched new format → Copy? [See example]
4. Creator Z wants exclusive → Accept? [$10K/month]
Include API connections, webhook setups, and SQL queries for real-time data. Remember: Speed is everything. Every hour of delay reduces ROI by 10%. This dashboard should enable decisions in minutes, not days.
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