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Name: Virlo - Social Listening & Analytics Platform
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How short-form video actually works, explained in plain words. The TikTok algorithm, the metrics, the trends, social commerce and the data APIs behind them.

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Learn about the TikTok algorithm
The TikTok algorithm is the recommendation system that decides which videos appear on each For You Page. It works by showing every upload to a small test audience and expanding its reach only if that audience keeps watching.
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Go to TikTok algorithm
Learn about short-form video metrics
Short-form video metrics are the numbers platforms report about a video: how long it was watched, how often it was shared, how far it travelled. They are easy to read and easy to misread, because the same name often means different things on different platforms.
Go to Metrics
Learn about social data APIs
A social data API is a programmatic way to read data about accounts, videos and trends from a platform. Each platform exposes a different fraction of its data on different terms, which is what makes building on them harder than it looks.
- Reading TikTok data without getting blocked
- Connecting social data to an AI agent
Go to Social data APIs
Learn about social commerce
Social commerce is selling directly inside a social feed rather than sending people to a separate store. On short-form platforms it runs through TikTok Shop, affiliate links and live selling, each with its own fees and its own definition of a conversion.
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Learn about content strategy
Content strategy is the repeatable part of short-form video: the hooks, formats, series structures and posting cadences that behave predictably. Individual videos are noisy, but the structures around them are not.
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- How to find your niche
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Learn about trends and trend detection
A trend is a format, sound or topic whose adoption is accelerating inside a defined audience. Trend detection is the practice of measuring that acceleration early enough to act on it.
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Learn about platform mechanics
TikTok, Instagram Reels and YouTube Shorts look alike and behave differently. Their specs, length limits, sound rules and reuse policies diverge, and so does what each one rewards.
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- Making a horizontal video vertical
- How Reels distribution differs
Go to Platforms
Learn about the creator economy
The creator economy is the set of mechanisms that pay people for short-form video: platform payouts, brand deals, affiliate commission, UGC production and clipping. Each pays differently and rewards different behaviour.
Go to Creator economy
Run the numbers
Fifteen free tools apply what these topics explain to your own account: engagement rate, earnings, hooks, captions, hashtags and handle availability. No signup, and the result appears as soon as it is calculated.
Browse the free tools
Look up a term
The glossary defines 11 TikTok terms, features and slang words in a paragraph each. Use it when you want the definition rather than the explanation.
Browse the glossary