Instagram Outlier Intelligence Suite

Problem

Identifying viral content angles across Instagram requires manually sifting through thousands of reels, making competitor research slow, expensive, and subject to rate limits.

Solution

We built Instagram Outlier Intelligence Suite, an AI-powered content analysis workspace:

• Apify Scraper Engine: Dynamically fetches reel performance metrics and engagement ratios.
• Creator Deconstruction Drawer: Slide-out analysis drawer breaking down retention risk, visual timelines, and script hooks.
• 24-Hour Cache Layer: Redis-backed search caching to prevent duplicate API requests.

Tech Stack

• Next.js 15: Server-rendered dashboard shell.
• Apify API Provider: Automated scraper pipeline.
• Redis Cache: 24h search caching layer.