Copy What’s Already Viral
Blackhat indexes viral short-form and long-form video into a permanent, searchable database for content strategy.
6K videos · 951 creators · 2K niches
Searchable library
Research for every niche.
Three ways into the same corpus. Browse the whole library, search by opening line, or jump straight to the reels that beat their creator by the widest margin.
Full corpus
Library
The complete index, browsable end to end. No sampling, no trending tab, no algorithm deciding what you see.
- Fitness
- Finance
- Beauty
- SaaS
- Food
Hook-indexed
Hooks
Search by opening line. Every first sentence transcribed word for word and grouped by the pattern it runs.
- Question
- Bold claim
- Story
- Contrast
Score-ranked
Outliers
Only reels that beat their own creator median, ranked by how far they beat it.
- 10x and up
- 5x and up
- 3x and up
- New
How it works
From blank page
to written script.
Search the corpus, read the hook that carried it, save what fits your next script.
Search the library by niche or hook
Filter the whole corpus by niche, hook pattern, creator, or outlier score. Every result is a real post, not an estimate.
Results
248Reels↑↓ 248 matchesIndexed: 3,222 ⁒ AllMedian outlier4.1xRead the hook that carried it
Every reel opens with its first line transcribed word for word, next to the score that says how far it beat the creator median.
12.4x
Outlier score
Median views1.2MSaves84,231Hook typeQuestionPosted6d agoSave it to a collection
Group what works into collections, export to CSV, or hand the whole set to your editor.
Why Blackhat
The fastest way to find outliers.
Creator-relative scoring, verbatim hooks, and a corpus that grows every time you search.
Creator-relative scoring
A reel is scored against its own creator median, not a global average. A 5x on a small account still reads as a 5x.
Verbatim hooks
The opening line transcribed word for word on every indexed reel, so you study the sentence and not a summary of it.
Filter every niche at once
Independent tags, hook patterns and score thresholds per niche. Stack them in a single query.
A corpus that compounds
Thin coverage on a search triggers a live pull, so the gap you found today is filled by tomorrow.
Under the hood
Built on real data
One corpus, always growing, never sampled.
One corpus
Everything indexed so far, browsable end to end and deeper after every search.
Outlier scoring
Scored against the creator’s own median, so small accounts are not buried.
Verbatim hooks
The first line transcribed word for word on every single reel.
Search-triggered scrapes
Thin coverage fires a live pull, so the library compounds forever.
MCP server
Point your agent at the corpus and let it run its own research passes.
FAQs
What is Blackhat?
A searchable database of short-form video. Every indexed reel carries a verbatim hook, a full transcript, its niche tags, and a score measured against its own creator’s median.
What is an outlier score?
How far a reel beat the median of the account that posted it. Scoring against the creator rather than a global average is what stops large accounts burying good work from small ones.
Where does the data come from?
Publicly available posts, indexed and enriched. Metrics are captured at index time and can move afterwards, which is why every result shows when it was indexed.
Do you cover TikTok?
Instagram Reels today. TikTok support exists in the codebase and is a later target — it is not in the product yet, and a filter that returns nothing would be worse than no filter.
What do I get on the free plan?
Capped searching of the full corpus with every result carrying its verbatim hook and transcript. Paid plans lift the cap and add unlimited depth and the MCP server.
Blackhat
Search the corpus, read the hooks, and build your next script from what already worked.
Start researching