ai-gaming-content（AI 游戏内容）

AI Gaming Content and Monetization Machine: Research Trends, Script and Produce Viral Gaming Videos That Make Money

Display Name: AI Gaming Content and Monetization Machine Version: 1.0.0 Author: @g4dr

Overview

Gaming is the largest entertainment industry on the planet. $200B+ per year and growing. This skill scrapes trending games, viral clips, Reddit discussions, YouTube gaming channels and TikTok gaming content to find what is blowing up right now, then generates optimized scripts and produces complete gaming content videos with AI. Whether you run a gaming channel, review games, create compilations or do commentary, this skill builds your content factory.

Works for: gaming YouTubers, TikTok gaming creators, Twitch streamers expanding to short-form, gaming news channels, esports content teams, game review sites.

Powered by: Apify + InVideo AI + Claude AI

What This Skill Does

• Scrape trending games, clips and discussions from Reddit gaming subreddits (r/gaming, r/pcgaming, r/PS5, r/NintendoSwitch)
• Extract top-performing gaming videos from TikTok and YouTube to reverse-engineer what works
• Monitor Steam trending, new releases and most-wishlisted games via web scraping
• Detect emerging game trends 48 to 72 hours before they peak on YouTube
• Analyze which video formats (reviews, tier lists, "hot takes", news, tutorials) get the most engagement per game
• Generate 30 optimized gaming video scripts with proven hooks and A/B variations
• Produce complete 9:16 short-form gaming videos with voiceover, captions and music
• Build a full month content calendar mapped to upcoming game releases and events
• Identify monetization angles: sponsorships, affiliate programs, ad revenue optimization

Step 1: Set Up Your Research Engine

This skill uses Apify to scrape gaming trend data across platforms.

1. Create your free account at Apify
2. Go to Settings > Integrations and copy your Personal API Token
3. Store it securely:

   export APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxx

Step 2: Set Up Your Video Engine

This skill uses InVideo AI to produce gaming content videos.

1. Create your account at InVideo AI
2. Choose a plan with API access
3. Copy your API key:

   export INVIDEO_API_KEY=iv_api_xxxxxxxxxxxxxxxx

Step 3: Install Dependencies

npm install apify-client axios

Apify Actors Used

Examples

Scrape Trending Gaming Discussions from Reddit

import ApifyClient from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });

async function scrapeGamingReddit() {
  const subreddits = [
    "https://www.reddit.com/r/gaming/",
    "https://www.reddit.com/r/pcgaming/",
    "https://www.reddit.com/r/PS5/",
    "https://www.reddit.com/r/NintendoSwitch/",
    "https://www.reddit.com/r/Games/"
  ];

  const run = await client.actor("apify/reddit-scraper").call({
    startUrls: subreddits.map(url => ({ url })),
    maxPostCount: 30,
    maxComments: 10,
    sort: "hot"
  });

  const { items } = await run.dataset().getData();

  // Score by controversy potential (high comments to upvotes ratio = hot take territory)
  return items.map(post => ({
    title: post.title,
    subreddit: post.subreddit,
    score: post.score,
    comments: post.numComments,
    upvoteRatio: post.upvoteRatio,
    controversyScore: post.numComments > 0 ? Math.round(post.numComments / Math.max(post.score, 1) * 100) : 0,
    url: post.url,
    created: post.created,
    flair: post.flair || ''
  })).sort((a, b) => b.controversyScore - a.controversyScore);
}

const trending = await scrapeGamingReddit();
console.log("Top trending gaming topics:");
trending.slice(0, 10).forEach((t, i) => {
  console.log(`${i + 1}. [${t.controversyScore}] ${t.title} (${t.subreddit})`);
});

Scrape Viral Gaming Content from TikTok and YouTube

async function scrapeViralGamingContent(game = "gaming") {
  const hashtags = [game, `${game}tiktok`, 'gamingtiktok', 'gamingclips', 'gamernews'];

  const [ttRun, ytRun] = await Promise.all([
    client.actor("apify/tiktok-hashtag-scraper").call({
      hashtags: hashtags.slice(0, 3),
      resultsPerPage: 30,
      shouldDownloadVideos: false
    }),
    client.actor("apify/youtube-scraper").call({
      searchKeywords: [`${game} 2025`, `${game} news`, `${game} review`],
      maxResults: 30,
      type: "video",
      sortBy: "view_count"
    })
  ]);

  const [tt, yt] = await Promise.all([
    ttRun.dataset().getData(),
    ytRun.dataset().getData()
  ]);

  // Identify top formats
  const formatDetection = (text) => {
    const t = (text || '').toLowerCase();
    if (t.includes('tier list') || t.includes('ranking')) return 'Tier List';
    if (t.includes('review') || t.includes('worth')) return 'Review';
    if (t.includes('vs') || t.includes('versus') || t.includes('better')) return 'Comparison';
    if (t.includes('tip') || t.includes('trick') || t.includes('hack')) return 'Tips & Tricks';
    if (t.includes('news') || t.includes('update') || t.includes('patch')) return 'News/Update';
    if (t.includes('hot take') || t.includes('unpopular') || t.includes('controversial')) return 'Hot Take';
    if (t.includes('compilation') || t.includes('moments') || t.includes('montage')) return 'Compilation';
    return 'Other';
  };

  const tiktokTop = tt.items.sort((a, b) => (b.playCount || 0) - (a.playCount || 0)).slice(0, 15);
  const youtubeTop = yt.items.sort((a, b) => (b.viewCount || 0) - (a.viewCount || 0)).slice(0, 15);

  // Count formats
  const formatCounts = {};
  [...tiktokTop, ...youtubeTop].forEach(v => {
    const format = formatDetection(v.text || v.title);
    formatCounts[format] = (formatCounts[format] || 0) + 1;
  });

  return {
    tiktokTop: tiktokTop.map(v => ({
      text: v.text,
      views: v.playCount,
      likes: v.diggCount,
      shares: v.shareCount,
      format: formatDetection(v.text),
      sound: v.musicMeta?.musicName
    })),
    youtubeTop: youtubeTop.map(v => ({
      title: v.title,
      views: v.viewCount,
      likes: v.likeCount,
      channel: v.channelName,
      format: formatDetection(v.title),
      duration: v.duration
    })),
    winningFormats: Object.entries(formatCounts)
      .sort((a, b) => b[1] - a[1])
      .map(([format, count]) => ({ format, count })),
    trendingSounds: tiktokTop
      .filter(v => v.sound)
      .map(v => v.sound)
      .filter((v, i, a) => a.indexOf(v) === i)
      .slice(0, 5)
  };
}

const gamingContent = await scrapeViralGamingContent("GTA6");
console.log("Winning formats:", gamingContent.winningFormats);

Detect Emerging Games Before They Peak

async function detectEmergingGames() {
  // Scrape Reddit for rising discussions
  const redditRun = await client.actor("apify/reddit-search-scraper").call({
    queries: ["new game 2025", "upcoming game", "game announcement", "hidden gem game"],
    maxItems: 50
  });

  // Scrape Google Trends for rising game searches
  const trendsRun = await client.actor("apify/google-trends-scraper").call({
    searchTerms: ["new video game", "game release 2025", "best game 2025"],
    geo: "US",
    timeRange: "past7Days"
  });

  // Scrape YouTube for low-view-count videos on trending topics (content gap)
  const ytRun = await client.actor("apify/youtube-scraper").call({
    searchKeywords: ["new game 2025 review"],
    maxResults: 30,
    type: "video",
    sortBy: "date"
  });

  const [reddit, trends, yt] = await Promise.all([
    redditRun.dataset().getData(),
    trendsRun.dataset().getData(),
    ytRun.dataset().getData()
  ]);

  // Find games mentioned in Reddit with high engagement but few YouTube videos
  const gameNames = new Set();
  reddit.items.forEach(post => {
    const words = (post.title || '').split(/\s+/);
    // Simple heuristic: capitalized multi-word phrases are likely game names
    words.forEach((w, i) => {
      if (w.length > 3 && w[0] === w[0].toUpperCase() && words[i + 1]?.[0] === words[i + 1]?.[0]?.toUpperCase()) {
        gameNames.add(`${w} ${words[i + 1]}`);
      }
    });
  });

  // Check which have few YouTube results (content gap = opportunity)
  const lowCompetition = yt.items
    .filter(v => (v.viewCount || 0) < 10000)
    .map(v => v.title);

  return {
    emergingTopics: reddit.items
      .sort((a, b) => (b.score || 0) - (a.score || 0))
      .slice(0, 10)
      .map(p => ({ title: p.title, score: p.score, comments: p.numComments })),
    potentialGameNames: [...gameNames].slice(0, 20),
    contentGaps: lowCompetition.slice(0, 10),
    searchTrends: trends.items?.slice(0, 10)
  };
}

const emerging = await detectEmergingGames();
console.log("Emerging topics:", emerging.emergingTopics.slice(0, 5));
console.log("Content gaps:", emerging.contentGaps.slice(0, 5));

Generate Gaming Video Scripts with AI

import axios from 'axios';

async function generateGamingScripts(trendData, gameTopic, count = 5) {
  const topHooks = trendData.tiktokTop?.slice(0, 5).map(v =>
    `"${(v.text || '').substring(0, 80)}" (${(v.views || 0).toLocaleString()} views)`
  ).join('\
') || 'No TikTok data';

  const formats = trendData.winningFormats?.map(f => `${f.format} (${f.count}x)`).join(', ') || 'Mixed';

  const prompt = `You are a viral gaming content creator. Generate ${count} short-form video scripts about "${gameTopic}".

VIRAL DATA (from real top-performing gaming videos):
Top hooks:
${topHooks}

Winning formats: ${formats}

RULES FOR EACH SCRIPT:
- Hook in first 2 seconds (gaming audiences scroll FAST)
- 100 to 160 words (30 to 45 second video for gaming)
- Use one of these proven formats: Hot Take, Tier List, "Things You Missed", News Reaction, Tips
- Include gaming-specific language (no corporate tone)
- Each script gets 2 hook variations (A/B test)
- End with engagement CTA ("drop your rank in comments", "follow for daily gaming news")
- Include 5 hashtags per script

FORMAT:
SCRIPT [number]: [title]
FORMAT: [format type]
HOOK A: [hook variation 1]
HOOK B: [hook variation 2]
BODY: [script body]
CTA: [call to action]
HASHTAGS: [5 hashtags]

Generate all ${count} scripts now.`;

  const { data } = await axios.post('https://api.anthropic.com/v1/messages', {
    model: "claude-sonnet-4-20250514",
    max_tokens: 2000,
    messages: [{ role: "user", content: prompt }]
  }, {
    headers: {
      'x-api-key': process.env.CLAUDE_API_KEY,
      'anthropic-version': '2023-06-01'
    }
  });

  return data.content[0].text;
}

const scripts = await generateGamingScripts(gamingContent, "GTA 6", 5);
console.log(scripts);

Produce Gaming Videos with InVideo AI

const invideo = axios.create({
  baseURL: 'https://api.invideo.io/v1',
  headers: {
    'Authorization': `Bearer ${process.env.INVIDEO_API_KEY}`,
    'Content-Type': 'application/json'
  }
});

async function produceGamingVideo(script) {
  const response = await invideo.post('/videos/generate', {
    script: script,
    format: "9:16",
    duration: "short",
    style: "dynamic",
    voiceover: {
      enabled: true,
      voice: "en-US-male-1",
      speed: 1.15 // gaming audience prefers fast pacing
    },
    captions: {
      enabled: true,
      style: "bold-bottom",
      highlight: true
    },
    music: {
      enabled: true,
      mood: "energetic",
      volume: 0.3
    }
  });

  const videoId = response.data.videoId;

  let exportUrl = null;
  while (!exportUrl) {
    await new Promise(r => setTimeout(r, 5000));
    const status = await invideo.get(`/videos/${videoId}/status`);
    if (status.data.state === "completed") exportUrl = status.data.exportUrl;
    if (status.data.state === "failed") throw new Error("Video generation failed");
  }

  return { videoId, exportUrl };
}

Monetization Analysis

async function analyzeMonetization(game, youtubeData) {
  // Estimate CPM by niche (gaming CPMs are $3-8)
  const estimatedCPM = 5.50;

  const channelAnalysis = youtubeData.youtubeTop.map(v => {
    const estimatedRevenue = Math.round((v.views / 1000) * estimatedCPM * 100) / 100;
    return {
      title: v.title,
      channel: v.channel,
      views: v.views,
      estimatedAdRevenue: estimatedRevenue,
      format: v.format
    };
  });

  // Best monetization formats
  const formatRevenue = {};
  channelAnalysis.forEach(v => {
    if (!formatRevenue[v.format]) formatRevenue[v.format] = { totalViews: 0, count: 0 };
    formatRevenue[v.format].totalViews += v.views;
    formatRevenue[v.format].count++;
  });

  const bestFormats = Object.entries(formatRevenue)
    .map(([format, data]) => ({
      format,
      avgViews: Math.round(data.totalViews / data.count),
      estimatedRevenuePer: Math.round((data.totalViews / data.count / 1000) * estimatedCPM * 100) / 100
    }))
    .sort((a, b) => b.avgViews - a.avgViews);

  return {
    estimatedCPM,
    topEarningVideos: channelAnalysis.sort((a, b) => b.estimatedAdRevenue - a.estimatedAdRevenue).slice(0, 5),
    bestFormatsForRevenue: bestFormats,
    monthlyPotential: {
      "1_video_per_day": Math.round(30 * bestFormats[0]?.estimatedRevenuePer || 0),
      "3_videos_per_week": Math.round(12 * bestFormats[0]?.estimatedRevenuePer || 0)
    },
    sponsorshipAngle: `Gaming channels with 10K+ subs covering ${game} can charge $500-2000 per sponsored video`
  };
}

const monetization = await analyzeMonetization("GTA 6", gamingContent);
console.log("Monthly potential (daily uploads):", `$${monetization.monthlyPotential["1_video_per_day"]}`);
console.log("Best format for revenue:", monetization.bestFormatsForRevenue[0]);

Full Pipeline: Research, Script, Produce, Calendar

import { writeFileSync } from 'fs';

async function fullGamingContentPipeline(game, videoCount = 5) {
  console.log(`Starting Gaming Content Pipeline for: ${game}`);

  // 1. Scrape trends
  const reddit = await scrapeGamingReddit();
  const content = await scrapeViralGamingContent(game);
  console.log(`Step 1: ${reddit.length} Reddit topics + ${content.tiktokTop.length + content.youtubeTop.length} viral videos analyzed`);

  // 2. Generate scripts
  const scripts = await generateGamingScripts(content, game, videoCount);
  console.log(`Step 2: ${videoCount} scripts generated`);

  // 3. Monetization analysis
  const money = await analyzeMonetization(game, content);
  console.log(`Step 3: Revenue potential $${money.monthlyPotential["1_video_per_day"]}/month`);

  // 4. Export report
  const report = {
    game,
    generatedAt: new Date().toISOString(),
    trendingTopics: reddit.slice(0, 15),
    viralContent: content,
    scripts,
    monetization: money,
    contentCalendar: Array.from({ length: 30 }, (_, i) => ({
      day: i + 1,
      topic: reddit[i % reddit.length]?.title || `${game} content day ${i + 1}`,
      format: content.winningFormats[i % content.winningFormats.length]?.format || 'Hot Take',
      platform: ['tiktok', 'youtube_shorts', 'instagram_reels'][i % 3]
    }))
  };

  writeFileSync(`gaming-content-${game.replace(/\s+/g, '-')}-${Date.now()}.json`, JSON.stringify(report, null, 2));
  console.log(`Pipeline complete`);

  return report;
}

await fullGamingContentPipeline("GTA 6", 5);

What Makes This Different

Pro Tips

1. "Hot Take" format consistently outperforms all other gaming content formats on TikTok
2. Cover new game announcements within 4 hours for maximum algorithm boost
3. Reddit controversies with high comment-to-upvote ratios are your best video topics
4. Gaming audiences prefer 1.15x voiceover speed. Slower feels boring to this demographic
5. Cross-post the same video to TikTok, YouTube Shorts AND Instagram Reels. Different audiences on each
6. Tier list videos have the highest comment count because everyone disagrees. Comments = algorithm fuel

Cost Estimate

Error Handling

try {
  const run = await client.actor("apify/reddit-scraper").call(input);
  const dataset = await run.dataset().getData();
  return dataset.items;
} catch (error) {
  if (error.statusCode === 401) throw new Error("Invalid Apify token. Get yours at https://www.apify.com?fpr=dx06p");
  if (error.statusCode === 429) throw new Error("Rate limit. Reduce batch size.");
  throw error;
}

Requirements

• An Apify account with API token
• An InVideo AI account for video production
• Claude API key for script generation
• Node.js 18+ with apify-client and axios