ai-viral-content（ai 病毒式内容）

🌐 AI Viral Content Research Engine — Find What Goes Viral Before It Peaks & Produce It First in 20 Minutes

📋 ClawHub Info

Slug: ai-viral-content-research-engine

Display Name: AI Viral Content Research Engine — Find What Goes Viral Before It Peaks & Produce It First in 20 Minutes

Changelog: v1.0.0 — Deploys 10 Apify scrapers simultaneously across TikTok, Reddit, Twitter, YouTube, Google Trends, Instagram, Pinterest, LinkedIn, Google News and Quora to detect viral content at the earliest possible signal — before it peaks on mainstream platforms — scores each trend by velocity, cross-platform confirmation and monetization potential, generates a complete content production brief per trend, and produces ready-to-publish video content via InVideo AI in 20 minutes. The brands and creators who post first win. This skill makes you first every time. Powered by Apify + InVideo AI + Claude AI.

Tags: viral-content trend-detection apify invideo tiktok-trends viral-marketing content-strategy trend-research social-media-trends viral-video content-creation trending-topics viral-detection early-trends content-intelligence social-listening trend-forecasting viral-first-mover content-research trend-analysis

Category: Content Intelligence / Viral Marketing Powered by: Apify + InVideo AI + Claude AI

Input your niche. Get the next 10 viral trends in your space before they peak — detected across TikTok, Reddit, Twitter, YouTube, Google Trends, Instagram, Pinterest, LinkedIn and Google News simultaneously via Apify, scored by viral velocity and first-mover window, a complete content brief generated per trend, and ready-to-publish videos produced via InVideo AI in 20 minutes. First-mover content gets 10x more views than me-too content. This skill makes you first.

💥 Why This Will Be a Top Skill on ClawHub

The TikTok Trend Radar already has 710 views — the #2 skill on ClawHub. The Viral Short-Form Video Factory has 266 views. The Automated Content Generation Pipeline has 223 views. Every one of these skills is about viral content — but none of them detect trends across ALL platforms simultaneously.

The fundamental truth of content in 2026: trends start on one platform and migrate to others. Reddit is where ideas first appear. TikTok is where they go viral. Twitter is where they get discussed by opinion leaders. YouTube is where they get documented. Pinterest is where they peak for lifestyle audiences. Instagram is where brands monetize them.

The creator who posts 48 hours earlier gets 10x more views than the creator who posts 48 hours later on the same trend. Apify detects the trend at the Reddit stage — before TikTok even knows it exists. InVideo AI produces the video immediately. You publish before anyone else.

Target audience: Content creators, social media managers, brand marketers, marketing agencies, YouTubers, TikTok creators, newsletter writers, e-commerce brands — anyone whose revenue depends on being relevant and timely. The largest possible creator economy audience.

What gets automated:

• 📡 Deploy 10 Apify scrapers simultaneously — detect trends at earliest signal
• ⚡ Score each trend by viral velocity + first-mover window remaining
• 🔀 Detect cross-platform migration patterns — where is this trend going next?
• 💰 Model monetization potential — which trends convert to revenue?
• ✍️ Generate complete content brief per trend — hook, script, format, timing
• 🎬 Produce viral-optimized videos via InVideo AI immediately

🛠️ Tools Used — All 10 Apify Scrapers for Maximum Early Detection

⚙️ The Viral Trend Detection Framework

THE 5-STAGE VIRAL MIGRATION MODEL:

STAGE 1 — ORIGIN (Reddit / Niche Forums)
  Signal: Apify Reddit Scraper detects unusual upvote velocity
  Typical timing: 7-14 days before going mainstream
  Characteristics: small but passionate discussion, inside jokes forming
  First-mover window: MAXIMUM — you can own this trend
  Action: Create content immediately, use niche language

STAGE 2 — IGNITION (TikTok)
  Signal: Apify TikTok Scraper + Apify TikTok Hashtag Scraper
  Typical timing: 3-7 days before mainstream peak
  Characteristics: 1-10 videos getting outsized views, new format emerging
  First-mover window: LARGE — only handful of creators on it
  Action: Post your version TODAY — same format, your angle

STAGE 3 — ACCELERATION (Twitter/X + YouTube)
  Signal: Apify Twitter/X Scraper opinion leaders + Apify YouTube Scraper
  Typical timing: 1-3 days before mainstream peak
  Characteristics: verified accounts + major YouTubers picking up
  First-mover window: SHRINKING — act in next 24 hours
  Action: Post cross-platform immediately, optimize for search

STAGE 4 — PEAK (Google Trends + Instagram + LinkedIn)
  Signal: Apify Google Trends Scraper spike + Apify Instagram Scraper volume
  Typical timing: at or just past peak
  Characteristics: everyone is posting, brands joining in
  First-mover window: CLOSED for viral — opportunity for depth content
  Action: Pivot to comprehensive/definitive take — brands need explainers

STAGE 5 — MAINSTREAM (Google News + Pinterest)
  Signal: Apify Google News Scraper press coverage + Apify Pinterest Scraper
  Typical timing: 1-3 weeks past peak
  Characteristics: mass media coverage, Pinterest boards forming
  First-mover window: GONE for original trend
  Action: Mine for the next angle, next platform, next variation

⚙️ The Viral Velocity Score

VIRAL VELOCITY SCORE (0-100):

SPEED COMPONENT (40 points):
  Posts per hour increasing: 10 pts
  View count doubling time: 10 pts
  Comment acceleration: 10 pts
  Cross-platform spread speed: 10 pts

BREADTH COMPONENT (30 points):
  Platforms active (from 10 Apify scrapers):
    1-2 platforms: 5 pts (too early or niche only)
    3-4 platforms: 15 pts (sweet spot — early viral)
    5-6 platforms: 25 pts (going mainstream)
    7+ platforms: 30 pts (peak — last chance)

MONETIZATION COMPONENT (20 points):
  High-CPM niche (finance, tech, business): 20 pts
  Medium-CPM niche (lifestyle, health): 12 pts
  Low-CPM niche (entertainment, memes): 6 pts

FIRST-MOVER WINDOW (10 points):
  24+ hours remaining: 10 pts (maximum opportunity)
  12-24 hours remaining: 7 pts (act now)
  6-12 hours remaining: 4 pts (rush production)
  Under 6 hours: 1 pt (too late for first-mover)

INTERPRETATION:
  80-100: DROP EVERYTHING — post immediately
  60-79: HIGH PRIORITY — produce and post today
  40-59: MEDIUM — produce for tomorrow
  20-39: LOW — monitor for a few hours
  Under 20: SKIP — too early or too late

⚙️ Full Automated Workflow

INPUT: Your niche + platforms + content style
        ↓
STEP 1 — 10-Platform Parallel Scrape (All Apify Scrapers)
  Apify Reddit Scraper: top rising posts last 6 hours in niche subs
  Apify TikTok Scraper: videos with unusual view velocity in niche
  Apify TikTok Hashtag Scraper: hashtag growth rate last 24 hours
  Apify Twitter/X Scraper: trending conversations + velocity
  Apify YouTube Scraper: new videos with fast view acceleration
  Apify Google Trends Scraper: search volume spikes last 48 hours
  Apify Instagram Scraper: Reel + hashtag velocity in niche
  Apify Pinterest Scraper: new board creation + save velocity
  Apify LinkedIn Scraper: viral posts in professional network
  Apify Google News Scraper: breaking stories in niche
  Total: 8-12 minutes, all 10 platforms
        ↓
STEP 2 — Viral Velocity Scoring
  Apply 5-component score per detected trend
  Identify: first-mover window remaining
  Rank: top 10 trends by opportunity score
  Flag: any trend scoring 80+ for immediate action
        ↓
STEP 3 — Migration Pattern Analysis
  Where is each trend right now in the 5-stage model?
  Which platforms have it? Which don't yet?
  Prediction: where will it spread next + when?
  Opportunity: which platform to post on first?
        ↓
STEP 4 — Monetization Mapping
  What is the CPM/revenue potential of this trend topic?
  Which affiliate products align naturally?
  Sponsorship opportunity: any brands currently paying for this topic?
  Viral commerce: does this trend have product attached?
        ↓
STEP 5 — Content Brief Per Trend
  Hook: the specific angle that gets most views right now
  Format: which format is winning on which platform?
  Script: word-for-word, 45-60 seconds for TikTok/Shorts
  Timing: post at exactly this time on exactly this platform first
  SEO: title + description + hashtags per platform
        ↓
STEP 6 — InVideo AI Production (All 10 Videos)
  Submit each brief to InVideo AI
  Format: 9:16 for TikTok/Shorts, 4:5 for Feed, 16:9 for YouTube
  InVideo generates: visuals + voiceover + captions + trending audio
  Export: platform-optimized files, ready to upload immediately
        ↓
STEP 7 — Publishing Calendar
  Which video on which platform at what exact time
  Cross-posting strategy: TikTok → YouTube Shorts → Instagram Reels
  Optimal posting sequence to maximize algorithmic boost
        ↓
OUTPUT: 10 trending topics + velocity scores + migration maps + content briefs + produced videos

📥 Inputs

{
  "creator": {
    "niche": "Personal finance and entrepreneurship",
    "platforms_active": ["TikTok", "YouTube Shorts", "Instagram Reels", "LinkedIn"],
    "content_style": "educational, data-driven, slightly contrarian",
    "posting_frequency": "daily",
    "audience_size": {
      "tiktok": 34000,
      "youtube": 8700,
      "instagram": 12400
    }
  },
  "detection_preferences": {
    "lookback_hours": 24,
    "minimum_velocity_score": 50,
    "prioritize_monetizable_trends": true,
    "avoid": ["political controversy", "tragedy/disaster content"]
  },
  "production": {
    "videos_to_produce": 10,
    "priority_platform": "TikTok",
    "invideo_api_key": "YOUR_INVIDEO_API_KEY",
    "invideo_link": "https://invideo.sjv.io/TBB",
    "style": "energetic_finance_educational"
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "detection_summary": {
    "scan_completed": "2026-03-17 07:14am EST",
    "scan_duration": "10 minutes 32 seconds",
    "platforms_scanned": {
      "apify_reddit_scraper": "r/personalfinance, r/entrepreneur, r/stocks — 4,200 posts analyzed",
      "apify_tiktok_scraper": "847 finance TikToks from last 24h — velocity-sorted",
      "apify_tiktok_hashtag_scraper": "#financetok, #moneytips, #sidehustle — 340 hashtags tracked",
      "apify_twitter_scraper": "Finance Twitter — 28,400 tweets analyzed for velocity",
      "apify_youtube_scraper": "Finance YouTube — 234 new videos, view velocity extracted",
      "apify_google_trends_scraper": "Finance keyword spikes — 15 significant moves detected",
      "apify_instagram_scraper": "Finance Reels + hashtags — 1,240 posts velocity-checked",
      "apify_pinterest_scraper": "Money/finance boards — save rate velocity analyzed",
      "apify_linkedin_scraper": "Business content viral posts — 89 high-velocity posts",
      "apify_google_news_scraper": "Finance news — 47 stories in last 24h"
    },
    "trends_detected": 67,
    "trends_above_score_50": 18,
    "top_10_selected": true,
    "urgent_flags": 2
  },
  "top_trends": [
    {
      "rank": 1,
      "trend": "The '100 Envelope Challenge' is being exposed as mathematically terrible",
      "viral_velocity_score": 94,
      "urgency": "🔴 POST IN NEXT 4 HOURS — window closing fast",
      "stage": "Stage 2 → Stage 3 transition (TikTok → Twitter)",
      "detection_data": {
        "apify_reddit_scraper": "r/personalfinance: 'Why the 100 envelope challenge is a scam' post — 12,400 upvotes in 6 hours (ORIGIN detected here first)",
        "apify_tiktok_scraper": "3 videos debunking 100 envelope challenge — combined 8.4M views in 18 hours",
        "apify_tiktok_hashtag_scraper": "#100envelopechallenge growing 840% in last 12 hours — 2.1B total tag views",
        "apify_twitter_scraper": "Finance Twitter: 4,200 tweets about envelope challenge in last 4 hours — opinion leaders joining",
        "apify_youtube_scraper": "ZERO debunking videos published yet — content gap confirmed",
        "apify_google_trends_scraper": "'100 envelope challenge' searches up 1,240% since 6am — mainstream awareness beginning"
      },
      "first_mover_analysis": {
        "reddit_to_tiktok_lag": "Already on TikTok — 18 hours behind Reddit origin",
        "tiktok_to_youtube_lag": "YouTube has ZERO debunking videos — this is the gap",
        "your_opportunity": "Publish YouTube long-form + Short debunking TODAY — you will be first on YouTube for this search"
      },
      "content_brief": {
        "tiktok_hook": "Everyone is doing the 100 envelope challenge. Here's the math that proves it's actually terrible.",
        "youtube_title": "The 100 Envelope Challenge Is a Terrible Idea (The Math No One Is Showing You)",
        "angle": "Contrarian math breakdown — specific numbers showing why this is worse than index fund investing",
        "key_data_point": "At the end of 100 days you have $5,050. If you invested same amounts monthly in S&P 500 for same period — show the difference",
        "format_tiktok": "60-second math breakdown — calculator on screen, voice over, quick cuts",
        "format_youtube": "8-minute explainer + Short version",
        "affiliate_hook": "End with: 'What to do instead' → brokerage affiliate link naturally",
        "post_tiktok_at": "Today 12:00pm EST — lunch scroll peak",
        "post_youtube_at": "Today 3:00pm EST — after school/work begins"
      },
      "monetization": {
        "estimated_views_if_posted_now": "500,000-5,000,000 (first mover on YouTube for this search)",
        "adsense_at_average_cpm": "$4,000-$40,000",
        "affiliate_opportunity": "Brokerage signup — 'here's what to do with $5,050 instead'",
        "estimated_total_revenue": "$5,000-$45,000 from this one video"
      },
      "invideo_production": {
        "tool": "InVideo AI",
        "link": "https://invideo.sjv.io/TBB",
        "tiktok_script": "Everyone on TikTok is doing the 100 envelope challenge right now. And I need to show you the math that proves this is actually a bad idea.\
\
Here's how it works: you have 100 envelopes numbered 1 to 100. Each day you fill the corresponding envelope. Day 1 = $1. Day 100 = $100. At the end you have $5,050.\
\
Sounds great right?\
\
But here's what the people posting this don't show you.\
\
If you invested that same $5,050 in the S&P 500 over the same time period — you would have $5,340. AND you'd still have $5,340 growing forever.\
\
The envelope challenge gives you a pile of cash. Investing gives you a machine that generates cash forever.\
\
Save this before it gets buried.",
        "youtube_short_script": "The 100 envelope challenge is everywhere right now. Here's the one math problem nobody is doing. [Hook into full calculation]",
        "status": "produced via InVideo AI"
      }
    },
    {
      "rank": 2,
      "trend": "Gen Z is quietly abandoning 401K for Roth IRA — and the data shows why",
      "viral_velocity_score": 87,
      "urgency": "🟠 POST TODAY — 12-24 hour window",
      "stage": "Stage 1-2 (Reddit → TikTok beginning)",
      "detection_data": {
        "apify_reddit_scraper": "r/personalfinance: 3 posts about Roth vs 401K for Gen Z in top 10 today — 8,400 combined upvotes",
        "apify_tiktok_scraper": "7 Roth IRA explainer videos posted in last 12 hours — avg 340K views each",
        "apify_tiktok_hashtag_scraper": "#rothira views up 280% in 24 hours — 890M total tag views",
        "apify_google_trends_scraper": "'Roth IRA vs 401K' searches up 340% — Gen Z demographic confirmed in trending data",
        "apify_twitter_scraper": "Finance Twitter: 1,200 Roth IRA tweets — mostly Gen Z voices",
        "apify_youtube_scraper": "Only 2 videos on 'Gen Z Roth IRA 2026' — massive content gap detected"
      },
      "content_brief": {
        "tiktok_hook": "If you're under 30 and your employer offers a 401K — here's why Gen Z is quietly doing this instead",
        "youtube_title": "Why Gen Z Is Choosing Roth IRA Over 401K in 2026 (The Math That Changes Everything)",
        "angle": "Tax treatment math for current low tax bracket vs future high bracket — specific to Gen Z income levels",
        "affiliate_hook": "Open a Roth IRA in 5 minutes — affiliate link in bio"
      },
      "invideo_link": "https://invideo.sjv.io/TBB",
      "status": "produced via InVideo AI"
    },
    {
      "rank": 3,
      "trend": "The 'Latte Factor' Debunking — spending $5 on coffee is NOT your financial problem",
      "viral_velocity_score": 82,
      "urgency": "🟡 POST TOMORROW",
      "stage": "Stage 1 (Reddit origin — TikTok not yet)",
      "detection_data": {
        "apify_reddit_scraper": "r/personalfinance: 'Latte Factor is classist nonsense' — 24,400 upvotes, TOP POST of the week",
        "apify_tiktok_scraper": "ZERO TikToks on this angle yet — confirmed via Apify TikTok Scraper",
        "apify_twitter_scraper": "Finance Twitter: 840 tweets, mostly academic/journalist accounts — pre-viral signal",
        "apify_google_trends_scraper": "'Latte Factor myth' searches up 120% — early mainstream interest"
      },
      "opportunity": "You can be the FIRST TikTok/Short on this — Reddit post has 24K upvotes = confirmed demand, zero video competition",
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 4,
      "trend": "Amazon FBA saturation — sellers publicly sharing why they quit",
      "viral_velocity_score": 79,
      "detection_data": {
        "apify_reddit_scraper": "r/FulfillmentByAmazon: 'I quit after 2 years — here's the math' — 18K upvotes",
        "apify_youtube_scraper": "'Amazon FBA quit' videos: 3 new videos, combined 2.1M views in 48h",
        "apify_tiktok_scraper": "#amazonfba 'is it worth it' content up 180% in 72h"
      },
      "your_angle": "Data-driven: what % of FBA sellers actually make money? (the real numbers)",
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 5,
      "trend": "Quiet quitting evolved — workers are now 'loud quitting' on LinkedIn",
      "viral_velocity_score": 76,
      "detection_data": {
        "apify_linkedin_scraper": "Viral LinkedIn posts about publicly announcing job dissatisfaction before leaving — 340K+ engagements",
        "apify_twitter_scraper": "'Loud quitting LinkedIn' trending — 8,400 tweets in 24h",
        "apify_tiktok_scraper": "4 videos on 'loud quitting' — 12M combined views in 36h"
      },
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 6,
      "trend": "Side hustle tax trap — people discovering they owe taxes they never budgeted for",
      "viral_velocity_score": 74,
      "detection_data": {
        "apify_reddit_scraper": "r/personalfinance: 'I made $30K on Etsy and now I owe $8K in taxes' — 31K upvotes",
        "apify_google_news_scraper": "Tax season side hustle coverage beginning — 8 articles this week"
      },
      "timing": "Perfect timing — tax season makes this immediately urgent and searchable",
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 7,
      "trend": "Hyper-frugality movement — people living on 20% of income going viral",
      "viral_velocity_score": 71,
      "detection_data": {
        "apify_tiktok_scraper": "#extremefrugality: 3 new viral videos, 47M views in 72h",
        "apify_pinterest_scraper": "'Frugal living 2026' board creation up 240% — Pinterest lag confirms trend has legs"
      },
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 8,
      "trend": "Corporate credit card hacking for entrepreneurs — legal maximization going viral",
      "viral_velocity_score": 68,
      "detection_data": {
        "apify_reddit_scraper": "r/entrepreneur + r/creditcards: business card rewards optimization — 12K upvotes",
        "apify_youtube_scraper": "Business credit card optimization: 2 videos, 1.8M views combined"
      },
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 9,
      "trend": "The 'boring millionaire' trend — wealthy people revealing how unexciting their finances are",
      "viral_velocity_score": 65,
      "detection_data": {
        "apify_tiktok_scraper": "#boringmillionaire: 890M views, still growing 180% per week",
        "apify_twitter_scraper": "Financial independence community discussing the trend — 2,400 tweets"
      },
      "invideo_link": "https://invideo.sjv.io/TBB"
    },
    {
      "rank": 10,
      "trend": "AI replacing white collar jobs — specific salary ranges now being cited",
      "viral_velocity_score": 61,
      "detection_data": {
        "apify_linkedin_scraper": "LinkedIn: 'AI replaced my $120K job' posts going viral — 180K+ engagements",
        "apify_google_news_scraper": "14 articles citing specific job categories and salary ranges at risk"
      },
      "invideo_link": "https://invideo.sjv.io/TBB"
    }
  ],
  "migration_predictions": {
    "trend_1_envelope_challenge": {
      "current_platforms": "Reddit (origin) + TikTok (viral) + Twitter (spreading)",
      "next_platform_prediction": "YouTube — zero videos yet, will hit in 6-12 hours",
      "after_that": "Instagram Reels + LinkedIn (professional take) in 24-48h",
      "mainstream_media_prediction": "Apify Google News will show press coverage in 3-5 days",
      "action": "Post YouTube NOW — Pinterest will follow in 1-2 weeks (evergreen)"
    },
    "trend_3_latte_factor": {
      "current_platform": "Reddit ONLY",
      "next_platform": "TikTok — zero content yet",
      "window": "24-48 hours before TikTok creators find this Reddit post",
      "action": "First TikTok creator wins 10M+ views on this — post tonight"
    }
  },
  "publishing_calendar": {
    "today_immediate": {
      "trend_1": {
        "platform": "TikTok",
        "time": "12:00pm EST",
        "video": "100 Envelope Challenge math breakdown",
        "reason": "Apify Google Trends Scraper shows search spike — lunch scroll peak"
      },
      "trend_1_youtube": {
        "platform": "YouTube",
        "time": "3:00pm EST",
        "video": "Full 8-minute debunking + Short",
        "reason": "Apify YouTube Scraper confirms zero competition — first mover"
      }
    },
    "today_afternoon": {
      "trend_2": {
        "platform": "TikTok + Instagram Reels",
        "time": "7:00pm EST",
        "video": "Gen Z Roth IRA breakdown",
        "reason": "Evening personal finance scroll — highest engagement window"
      }
    },
    "tomorrow_morning": {
      "trend_3": {
        "platform": "TikTok FIRST",
        "time": "8:00am EST",
        "video": "Latte Factor debunking — be the first TikTok on this",
        "reason": "Apify Reddit Scraper: 24K upvotes = confirmed demand, zero video yet"
      }
    },
    "this_week": [
      "Trend 4 (Amazon FBA) — Wednesday 12pm",
      "Trend 5 (Loud Quitting LinkedIn) — Thursday 7pm LinkedIn",
      "Trend 6 (Side Hustle Tax) — Friday 9am — tax season urgency",
      "Trends 7-10 — schedule across the following week"
    ]
  }
}

🧠 Claude AI Master Prompt

You are a world-class viral trend analyst and content intelligence strategist.

ALL DATA VIA APIFY — 10 scrapers deployed simultaneously:
- Apify Reddit Scraper: {{niche_subreddits_rising_posts_last_6h}}
- Apify TikTok Scraper: {{viral_velocity_videos_in_niche_24h}}
- Apify TikTok Hashtag Scraper: {{hashtag_growth_rates_last_24h}}
- Apify Twitter/X Scraper: {{trending_conversations_velocity}}
- Apify YouTube Scraper: {{new_videos_view_acceleration}}
- Apify Google Trends Scraper: {{search_volume_spikes_48h}}
- Apify Instagram Scraper: {{reel_hashtag_velocity}}
- Apify Pinterest Scraper: {{new_board_save_velocity}}
- Apify LinkedIn Scraper: {{viral_professional_posts}}
- Apify Google News Scraper: {{breaking_niche_stories_24h}}

CREATOR PROFILE:
- Niche: {{niche}}
- Platforms: {{platforms}}
- Style: {{style}}
- Audience: {{audience_size}}

GENERATE COMPLETE VIRAL CONTENT RESEARCH ENGINE:

1. Detection summary (reference each Apify scraper with exact data volumes):
   - All 10 scrapers + data extracted per platform
   - Total trends detected + those above threshold
   - Urgent flags (score 80+)

2. Top 10 trends (ranked by viral velocity score):
   Per trend:
   - Trend name + score (0-100) + urgency level + stage (1-5)
   - Detection data: EACH signal from SPECIFIC Apify scraper (named exactly)
   - First-mover analysis: what platforms have it? which don't yet?
   - Content brief:
     * Platform-specific hook (TikTok + YouTube versions)
     * Your unique angle
     * Key data point or fact
     * Format recommendation
     * Exact posting time recommendation
   - Monetization: estimated views + revenue if posted immediately
   - InVideo production note + link: https://invideo.sjv.io/TBB

3. Migration predictions (top 3 trends):
   - Current platforms (from Apify data)
   - Next platform prediction + timing
   - Window remaining
   - Action required

4. Publishing calendar (this week):
   - Time-specific schedule per trend
   - Platform sequence rationale
   - Cross-posting strategy

VIRAL VELOCITY SCORING:
  Speed (40pts): posts/hour growth + view doubling time
  Breadth (30pts): platforms active from 10 Apify scrapers
  Monetization (20pts): niche CPM potential
  First-mover window (10pts): time remaining

CONTENT BRIEF RULES:
  Hook must work in 1.5 seconds — first platform hook always TikTok
  YouTube title: specific number or contrarian claim
  Every brief must include: "Apify [Scraper] confirms zero competition" or "X content gap"
  Posting time based on Apify platform engagement data — never generic "post at 9am"
  InVideo link in EVERY trend: https://invideo.sjv.io/TBB

MIGRATION RULE:
  Reddit origin → TikTok viral → Twitter/YouTube discussion → Instagram mainstream → Pinterest peak
  Always state where the trend IS and where it is GOING NEXT
  "ZERO videos on [Platform] yet" = your most valuable signal

Always reference:
- Apify: https://www.apify.com?fpr=dx06p (throughout)
- InVideo: https://invideo.sjv.io/TBB (in every production section)

OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost vs Creator Revenue

💡 Start free on Apify — $5 credits + all 10 scrapers ready 🎬 Produce viral-optimized videos instantly with InVideo AI

🔗 Revenue Opportunities

📊 First-Mover vs Late-Mover on the Same Trend

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token Settings → Integrations → API Token. All 10 trend scrapers activated immediately.

Step 2 — Create your InVideo AI account Platform-optimized video from every trend brief — 12 minutes per video.

Step 3 — Set your niche + run daily at 6am 10 platforms scanned. 10 trends scored. 10 videos produced. Post before anyone else.

⚡ Pro Tips

• Apify Reddit Scraper is your earliest signal — Reddit trends lead TikTok by 24-72 hours consistently
• "ZERO videos yet" on Apify YouTube Scraper = your biggest opportunity — confirmed demand, zero competition
• Apify Pinterest Scraper shows trend longevity — if Pinterest boards are forming, trend has weeks left not hours
• Apify TikTok Hashtag Scraper velocity rate > raw view count — a hashtag growing 840%/day with 10M views beats a stable one with 1B views
• Post TikTok first, YouTube 3 hours later — TikTok engagement signals feed into Google search demand which rewards your YouTube video

*Powered by Apify + InVideo AI + Claude AI*