Track Marketplace Leaderboards In Slack
Scrape the workflow template gallery weekly, analyze creator usage metrics, and send a top five leaderboard and trend report directly to Slack.
The Marketplace Leaderboard Tracker is a weekly workflow that scrapes the workflow template gallery every Monday morning. It analyzes the collected data to rank the top creators by total usage, summarizes trending categories, and shares this intelligence directly to a designated Slack channel.
It performs four primary tasks:
- Triggers at a scheduled time to start the data collection process.
- Uses a headless browser to scrape all visible text from the template gallery, capturing template names, creators, and usage counts.
- Processes the raw scrape through an AI model to parse usage data, identify top creators, and detect marketplace trends.
- Sends a formatted leaderboard and market analysis report to Slack for team visibility.
What You Need
- Access to the platform with the ability to run scheduled workflows.
- An active Slack account with a designated channel for receiving reports.
- A Slack connector configured with the appropriate authentication.
- An AI model configured to process large text payloads for data analysis.
How The Flow Works
| Node | Function | Description |
|---|---|---|
| 1. Scheduled Trigger | Automation | Fires automatically every Monday at 09:00 AM UTC, initiating the workflow without manual input. |
| 2. Headless Web Scraper | Data Extraction | Opens the template gallery and extracts all visible text, including template names, creators, and usage metrics. |
| 3. AI Data Analyst | Data Processing | Ingests the text dump, aggregates usage totals per creator, ranks the top five, and performs a trend analysis. |
| 4. Slack Report Delivery | Communication | Formats the AI-generated report and posts it to the Slack channel with a timestamp and trend summary. |
Output
At the end of the flow, you receive a neatly formatted Slack message showing the top five creators ranked by total workflow usage, along with their most popular workflow titles. The message also includes a smart paragraph summarizing current dominant marketplace trends. This report updates every week, keeping your team informed on competitive activity and platform dynamics.
Notes
- This workflow relies on page scraping, so significant changes to the template gallery's webpage structure might require updating the scraper instructions.
- Scraping all visible text can generate a large raw data payload. Ensure your plan supports processing large token counts in the AI step.
- The Slack channel receiving reports must permit messages from the integrated app used by the workflow.
- All scheduling times are in Coordinated Universal Time. Adjust accordingly if you operate in a different timezone.
Want to showcase your own workflows?
Become a Needle workflow partner and turn your expertise into recurring revenue.
