YouTube Channel Report (Dify)
Turns a YouTube channel name into a report with charts, competitor notes and content ideas
by LangGenius

by ScrapeCreatorsSkillGrow an audience
Breaks down a competitor's public ads into hooks, offers, calls to action and test ideas
A competitor keeps launching new ads, and you can't tell which messages and offers they are betting on.
For MarketersFoundersAd copywriters
This skill has your AI agent pull a brand's ads from the public Meta, Google and LinkedIn ad libraries through the ScrapeCreators API. It groups the ads by pain point, offer and angle, collects headlines and calls to action into a swipe file, summarises Meta video ad transcripts, and suggests tests. Marketers and founders get a written teardown with a link to each ad.
It works from the ads a competitor runs today, and it says an ad is active or repeated rather than claiming it performs well.
Start with the first one: it is a small task you can check easily.
Example prompts written by Agent Flows Hub.
From the creator's documentation.
| Output | What it is | Reads |
|---|---|---|
| Ad collection | Active ads from the public Meta, Google and LinkedIn ad libraries | ScrapeCreators API |
| Messaging angles | Ads grouped by pain point, persona, offer, proof and other angles | Fetched ads |
| Swipe file | Hooks, headlines, offers and calls to action taken from the ads | Fetched ads |
| Video ad notes | Transcript summaries for Meta video ads when available | ScrapeCreators API |
| Test ideas | Suggested tests based on repeated patterns and gaps | Fetched ads |
| Sources | A link to each ad cited in the teardown | Fetched ads |
You want to know how a competitor sells before you write your own ads. The skill fetches its active ads from public ad libraries and turns them into a teardown of angles, offers and calls to action with source links.
Notes by Agent Flows Hub (original project name: ad-library-teardown), written from the creator's documentation, not from running it ourselves. ad-library-teardown: SKILL.md · ScrapeCreators agent skill documentation
Tell us what happened. We take a look first; if it needs paid work, you get an estimate before anything starts.