Discover Viral Social Media Trends with Gemini Flash & Apify Scraping
Go to Workflow
Aslamul Fikri Alfirdausi
Description
How it works
This workflow is a professional-grade market intelligence tool designed to bridge the gap between search interest and social media engagement. It automates the end-to-end process of trend discovery and content strategy.
Detection: Polls Google Trends RSS daily for rising regional search queries.
Parallel Extraction: Concurrently triggers industrial-grade Apify actors to scrape TikTok, Instagram, and X (Twitter) without the risk of account bans.
Data Aggregation: Uses custom JavaScript logic to clean and merge disparate data points, optimizing them for LLM processing.
AI Analysis: Google Gemini Flash analyzes the data to identify core topics, sentiment, and trend strength.
Granular Delivery: Delivers individual, structured reports for each identified trend directly to Discord via Webhooks.
Set up steps
API Credentials: Prepare your Apify API Token and Google Gemini API Key.
Discord Setup: Create a Webhook in your Discord server and paste the URL into the Discord node.
Regional Configuration: Set your target country code (e.g., JP, ID, US) in the "Edit Fields" node at the start of the workflow.
Node Settings: Ensure all scraper nodes are set to "Continue on Fail" to maintain workflow resilience.
Requirements
Apify Account.
Google Gemini API Key.
Discord Server for report delivery.