Outlier Post Finder
Finds the posts that did far better than an account's usual results and explains why
by ScrapeCreators
Social Trend Discovery
by ScrapeCreatorsSkillGrow an audience
Finds trending topics, hashtags and formats in your niche and turns them into post ideas
The problem it solves
You want to join a trend this week, but by the time you notice it in your feed it already feels old.
For Content creatorsSocial media marketers
- Before
- You scroll feeds and hashtag searches and guess which trends are real.
- After
- You get a trend brief with the evidence for each trend, sounds and hashtags, example posts and content ideas.
- Stars
- ★ 5.1k
- License
- MIT
- Cost
- Usage-based
- Level
- Intermediate
- Contents
- Instructions only
Overview
This skill has your AI agent search public trending feeds and search results on TikTok, Instagram, YouTube, Reddit and Pinterest through the ScrapeCreators API. It groups what it finds by topic, format, sound or hashtag, ranks the trends by how strong the evidence is, and suggests content angles. Creators and marketers get a trend brief with example posts to study.
It shows the posts behind each trend and avoids calling something a trend from a single post.
Try these first
Start with the first one: it is a small task you can check easily.
- Make a trend brief for [niche] in [country] using TikTok and YouTube Shorts only, with links to the example posts.First try · uses API credits
- Which TikTok sounds and hashtags are popular for [niche] right now?uses API credits
- Check Reddit and Pinterest for what people in [niche] are talking about this week.uses API credits
- Turn the top three trends into short video ideas that fit [describe your brand].
Example prompts written by Agent Flows Hub.
What you get
From the creator's documentation.
| Output | What it is | Reads |
|---|---|---|
| Trend sources | Trending feeds and searches on TikTok, Instagram, YouTube, Reddit and Pinterest | ScrapeCreators API |
| Grouping | Evidence grouped by topic, format, hook, sound or meme | Fetched posts |
| Ranking | Trends ranked by strength of evidence and fit, not raw views alone | Fetched posts |
| Sounds and hashtags | A list of the sounds, hashtags and formats seen in the evidence | Fetched posts |
| Content ideas | Angles you can make, with example posts to study | Fetched posts |
Good to know
You plan next week's short videos and want to know what is picking up in your niche. The skill checks two to four public sources, groups what it finds into trends and suggests angles that fit your audience.
Limits
- Each API request uses ScrapeCreators credits. Trends are often country-specific, so name the region you care about.
- Evidence from one source is only a hint. The brief is stronger when a trend repeats across platforms.
Notes by Agent Flows Hub (original project name: trend-discovery), written from the creator's documentation, not from running it ourselves. trend-discovery: SKILL.md · ScrapeCreators agent skill documentation
Stuck setting it up?
Tell us what happened. We take a look first; if it needs paid work, you get an estimate before anything starts.
Other skills
- Socratic Quiz Coach Helps you really understand a topic by asking you questions instead of lecturing
- Solo Founder Startup Toolkit Guides a solo AI startup through validation, business plan, pitch, pricing and paperwork
- Songwriting Coach Helps you write song lyrics and prompts for AI singers like Suno
- Spreadsheet Builder Builds Excel spreadsheets with working formulas, or cleans up the ones you have
- Startup Analysis Looks at a startup as an investor, a job seeker and a founder, with a verdict for each
- Stock Move Explainer Finds out why a stock jumped or dropped, with a dated event timeline and a likely cause