The Three Apps and the Loop

Here's the whole system in one page. Three apps, and the loop that connects them. You'll build each one in its own chapter — this is the map.

App 1 — Competitor Tracker

You add the competitors and references in your niche. The app pulls all their recent posts and ranks them by a virality score — not by likes.

Why not likes? A post with 10k likes from an account with 5M followers is a flop. A post with 2k likes from an account with 8k followers broke through. The score normalizes for account size so you find the real outliers.

The math (every serious tool agrees): score = a post's views ÷ that account's median views. A 10x means the post did ten times the creator's usual. Rank by that and the breakouts float to the top, regardless of follower count.

What it answers: what should I make?

App 2 — Hook + CTA Vault

From the outliers the tracker surfaced, this app extracts two databases:

• Hooks — the opening line of each winning post, tagged by type (bold claim, question, contrarian, results reveal…)
• CTAs — how each post asks for the action (comment a keyword, follow, DM)

It's a swipe file, but alive and ranked by performance — not a dead folder of screenshots. Later you'll upgrade it to transcribe the top reels, because the spoken hook is the real hook (the caption is usually doing the CTA).

What it answers: how do I hook it?

App 3 — Analytics Dashboard

This is the one nobody does. You wire it to your own Instagram via the Meta API and it shows the metrics only you can see: reach, saves, shares, and — the big one — average watch time.

Apps 1 and 2 tell you what works out there. This tells you what works in your content. That's how you close the gap between copying trends and building your own edge.

What it answers: what's working in my content?

The loop

Run these together, weekly, and they stop being three tools and become one system:

1. The tracker surfaces this week's outliers in your niche.
2. The vault hands you the exact hooks and CTAs that made them hit.
3. Your dashboard shows which of those patterns actually work for you.

→ You create authentic content, backed by real metrics. Not "post and pray" — post and know.

The order you'll build them

We build in dependency order:

1. Setup (Chapter 2) — Claude Code + your data folders.
2. Connect Instagram (Chapter 3) — the Meta API, so App 3 has data.
3. App 1 → App 2 → App 3 (Chapters 4–6).
4. Make it a system (Chapter 7) — the loop, automation, your plan.

Key takeaway

Three apps: tracker (what to make), vault (how to hook it), dashboard (what's working for you). The value is the loop — spot outliers, steal the mechanics, measure your results, repeat.