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niche hook miner
Validate short-video niches and generate scroll-stopping hooks for TikTok, Reels, and YouTube Shorts.
$9.99
Works with the AI tools you already use
niche hook miner
Example session with this skill installed
Is the "budget travel" niche on TikTok saturated for a brand-new account under 10K followers? If it is viable, give me 10 hooks for my first video.
- Read your context and instructions
- Compiled the niche hook miner
Niche Verdict: CONTESTED — enter with a differentiated format
The Four Signals
Small-account breakout rate: 34% — of the top-engagement travel posts in the last 30 days, about a third came from accounts under 100K followers. That is above the ~20% threshold where the algorithm still rewards new entrants, but not the 50%+ you would see in a true blue ocean.
2.
Creator concentration (HHI): low-mid — engagement is spread across dozens of mid-size accounts; no single channel owns the hashtag. The top 3 accounts hold roughly 18% of recent engagement (closed niches run 40%+).
3.
Demand freshness: strong — 7 of the current top 10 posts were published in the last 21 days. The feed is rewarding fresh uploads, not legacy videos.
4.
Format gaps: the opener — this niche is saturated with cinematic b-roll montages plus voiceover. Almost nobody runs talking-head + on-screen-text openers or serialized "day X on $Y" formats. That is your wedge.
Why not BLUE OCEAN
Budget travel is an evergreen, heavily supplied niche. Demand is real and fresh, but supply is deep — so you enter through the format gap, not the topic.
10 Hooks (structure labeled, all under 12 words)
- [Callout] "If you have $500 and 5 days, this is your sign"
- [Negative] "Stop booking flights before you do this"
- [Result-first] "I did Lisbon on $39 a day. Here is the math."
- [Curiosity gap] "The booking site locals use that you have never heard of"
- [Contrarian] "Hostels are not the cheap option anymore"
- [Warning] "You are overpaying for flights by exactly this much"
- [Callout] "If your PTO is under 10 days, watch this"
- [Curiosity gap] "The $3 train rule that changed how I travel"
- [Negative] "Delete your travel checklist. Do this instead."
- [Result-first] "5 countries, one backpack, $700. Full breakdown."
Your First Video
Format: talking-head + b-roll insert, serialized as "Day 1 of $40/day".
Hook: #3 — result-first wins for unknown accounts because it promises a specific, checkable payoff within the first 5 words.
3-beat outline: (1) flash the receipts — total spend on screen by second 2; (2) the one counterintuitive booking decision that made $39/day possible; (3) CTA: "Day 2 tomorrow — follow to see if I pull it off."
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Entering a saturated video niche wastes weeks of production on content the algorithm will never push. Most creators guess at "trends" instead of measuring if small accounts can actually break through the noise.
What it does
- Analyzes small-account breakout rates to see if new creators are actually hitting the FYP.
- Calculates creator concentration to identify niches dominated by a few "incumbent" accounts.
- Identifies format gaps like missing talking-head or b-roll styles in faceless-dominated niches.
- Generates 10 high-tension hooks under 12 words using proven psychological structures.
- Re-slices "Red Ocean" niches into viable sub-sectors or audience segments.
Why this beats prompting it yourself
General LLMs write generic, wordy hooks that fail the 1.5-second scroll test. This skill enforces strict tension-based structures and uses a four-signal analytical framework to provide a data-backed verdict rather than just "vibes" or generic advice.
Use cases
- Validating a new TikTok or Reels channel concept before filming.
- Finding low-competition content angles for an existing small account.
- Scripting openers for YouTube Shorts to maximize retention rates.
- Identifying which content formats are currently underserved in a specific niche.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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