Content and Marketing
Build a Competitor Intelligence System
A 5-layer pipeline that scrapes competitor Instagram Reels, transcribes hooks, classifies patterns, and surfaces what is working. Runs automatically.
A five-layer automated pipeline that scrapes competitor Instagram Reels weekly, transcribes every hook, classifies content patterns, and surfaces what is working in your niche, without you watching a single video. The pipeline runs every Monday morning and delivers a report. You spend five minutes reading it instead of five hours doing manual research.
How to do it
- 1Layer 1, scraping: configure Apify or a similar Instagram scraper to pull the last 20 posts from 5 to 10 competitor accounts on a weekly schedule
Why it works
You cannot compete with content you cannot see clearly. This system makes competitor content legible. You see the structure, not just the surface, and you can use that structural knowledge to make your own content decisions faster and with better data.
This is a Vault guide, the full playbook drops soon. Browse free resources in the meantime.