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Niche Research Scout

输入任何细分领域或话题，逆向分析当前热门内容——病毒式传播模式、热门话题标签集群、竞争对手账号、流行格式等。

person作者: gate76hubclawhub
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Niche Research Scout

Enter any niche. Walk out with a full content strategy.

What to post. What angles to use. What hashtags to target. What format works. Who to follow. What to avoid. Researched and delivered to Telegram in minutes.

Used by: content creators, freelancers, brands, social media managers.

What You Get

| Section | What's Inside | |---|---| | 🎯 Top Angles | 10 specific content angles getting traction right now | | #️⃣ Hashtag Clusters | 3 hashtag groups (big / medium / niche) per post | | 📱 Format Winners | What content format is winning (reels, carousels, shorts) | | 👀 Competitor Radar | 5 accounts to study and reverse-engineer | | 📈 Engagement Intel | What's driving interaction in this niche | | ⚡ Quick Wins | 3 things to do this week | | ❌ What to Skip | 3 things that don't work in this niche |

Triggers

  • "research [niche]"
  • "niche report for [topic]"
  • "what's trending in [niche]"
  • "viral angles in [topic]"
  • "content ideas for [niche]"
  • "competitor analysis for [niche]"
  • "hashtag strategy for [topic]"
  • "find content opportunities in [niche]"

Inputs

| Input | Required | Description | |---|---|---| | NICHE / TOPIC | ✅ | The niche to research | | PLATFORM | optional | instagram / tiktok / twitter / all (default: all) | | DEPTH | optional | quick (3 angles) / standard (10 angles) / deep (full) | | DELIVERY | optional | telegram (default) / pdf / both |

Process

Step 1 — Angle Mining

Search: niche + "viral content" + "what's working" + "trending" Extract: specific hooks, topics, formats, and emotional triggers

Step 2 — Hashtag Analysis

Find: top-performing posts in the niche Cluster: hashtags by size (reach / medium / niche-specific) Calculate: optimal post count per cluster

Step 3 — Format Identification

What format gets the most saves/reach/shares in this niche? Reels vs. carousels vs. static images vs. shorts

Step 4 — Competitor Radar

5 accounts that are winning right now:

  • Sort by: growth rate (not just follower count)
  • Note: what they're posting, how often, what works

Step 5 — Engagement Patterns

What's driving comments/shares/saves:

  • Controversy? Education? Entertainment? Aspiration?
  • Emotional hook of top posts

Step 6 — Report Delivery

Formatted report sent to Telegram + PDF backup

Output Format (Telegram)

🔍 NICHE RESEARCH — [NICHE]
━━━━━━━━━━━━━━━━━━━━━━━━━━
Platform: [INSTAGRAM/TIKTOK/ALL]
Depth: [QUICK/STANDARD/DEEP]
Date: [DATE]

🎯 TOP ANGLES RIGHT NOW
01. [Angle — why it works]
02. [Angle]
03. ...

#️⃣ HASHTAG CLUSTERS
Big Reach (1-3 tags):
#niche + #viral + #fyp

Medium (4-7 tags):
#[niche]life + #[niche]community + ...

Niche-Specific (8-15 tags):
#[longtail] + #[specific] ...

📱 WINNING FORMAT
[Reels / Carousels / Shorts / Static]
Why: [specific reason]

👀 ACCOUNTS TO WATCH
1. @[account] — [what they're doing right]
2. @[account]
3. ...

📈 ENGAGEMENT DRIVERS
• [Driver 1]
• [Driver 2]

⚡ QUICK WINS THIS WEEK
1. [Action]
2. [Action]

❌ SKIP THESE
• [What doesn't work]
• [What to avoid]

━━━━━━━━━━━━━━━━━━━━━━━━━━
Built by Cromabelt Studios AI

Cron Setup (Weekly)

# Weekly niche report — every Monday
0 9 * * 1 python3 ~/.openclaw/workspace/skills/niche-research-scout/scripts/niche_scout.py [default_niche]

Requirements

  • Python 3.8+
  • requests, beautifulsoup4, fpdf2
  • Telegram bot (optional for delivery)
  • Web access

Who It's For

  • Freelancers pitching social media clients
  • Creators starting in a new niche
  • Brands researching before launching
  • Content managers auditing a new account

Built by Cromabelt Studios — cromabeltstudio@gmail.com