Instagram Reels analytics for creators
Discover what elements make your Reels go viral.
Find out what makes some of your Reels outperform others.
Join the waitlistReal report.
Find out what makes some of your Reels outperform others.
Join the waitlist
Be first to know when the limited beta opens this summer. Early-bird pricing for waitlist members.
I'm a creator. I post Reels. Some of them hit a hundred thousand views. Most of them sit at eight hundred. Same niche. Same effort. Same time of day. For months I had no idea why.
Instagram's native analytics give you numbers, not patterns. Why does this hook reach 40,000 people while that one stalls at 800? Why do my Tuesdays beat my Wednesdays by 3×? Why does certain content get saved but never shared, and what does that mean for reach?
So I built this. It downloads every Reel on my account, sends each one to Claude AI to extract 40+ content tags, and writes me a report telling me exactly what's working and what's quietly tanking my reach.
It changed how I post. I'm releasing it because it'll change how you post too.
Every account has them. Most creators never see them because Instagram's built-in insights don't surface patterns, only numbers. Three things Reel Analyzer reveals about your content, your reach, and your timing.
Pages from a real report run on a 162-post Instagram account. No mockups, no marketing renders. The literal output, exactly as you'll receive it.
One-time setup. Connect your Instagram Business account, paste your Anthropic API key into a config file. A 15-page guided PDF walks you through every step.
~30 min setupRun one command. Reel Analyzer downloads every Reel, extracts frames, transcribes audio, and sends it all to Claude for deep Instagram Reels performance analysis: views, reach signals, content patterns, timing.
python main.pyFifteen pages of findings on what's growing your reach and what's holding it back, formatted as Markdown and a polished PDF. Re-run any time. Your data never leaves your computer.
report.pdfReel Analyzer is an Instagram Reels analytics tool you install on your own computer, not a SaaS dashboard. Setup is one-time. Here's the honest list.
Free to switch from personal in 30 seconds via the Instagram app. Required by Meta to read your own insights data.
Meta requires every user to generate their own token. We include a 15-page step-by-step PDF: 20–30 min the first time, 5 min every 60 days to refresh.
Claude does the heavy lifting. You'll pay Anthropic directly: typically $1–$2 per batch of 50 Reels. No monthly fee from us or them.
Runs locally. ~5 GB disk space for downloaded videos. An automated setup script handles installing Python and ffmpeg for you.
If you can edit a Notepad file and follow numbered steps, you can run this. No coding background required.
Setup is the slow part. Every analysis after that is a single command and runs unattended while you do other things.
No subscription. No seat fees. No premium tier upsells. Pay once, own the tool forever.
Join the waitlist →Get on the waitlist. You'll be first to know when we open the limited beta this summer, and get early-bird pricing before public launch.