🌟 Instagram Preference AI — Private Insights
A next-generation userscript that gives you total control of Instagram.
Learn your own preferences, track watch-time, filter noise, balance creators, and enjoy a sleek, modern UI —
all while keeping your data 100% private.
🧐 Why This Script?
Instagram is designed to keep you scrolling — but not necessarily happy.
It shows the same creators too often, hides useful variety, and buries the logic behind an opaque algorithm.
Instagram Preference AI — Private Insights changes that.
It puts you back in charge by building a local-only personalization engine directly in your browser:
- ✅ Your preferences become the algorithm.
- ✅ Your insights reveal your true habits.
- ✅ Your privacy is always protected.
✨ Feature Overview
🧠 Adaptive Preference AI
- Learns in real time from your likes, skips, pauses, replays, and watch-time.
- Maintains separate models for reels, stories, and posts.
- Improves automatically — no manual setup required.
⏱️ Engagement Analytics
- Tracks watch-time per post for precise measurement.
- Generates heatmaps of your engagement patterns.
- Runs AB-style learning to compare different behaviors and refine preferences.
- Shows trend snapshots over time — see how your interests evolve.
🎛 Filters, Highlights & Overlays
- 🖼️ Inline overlays: see stats directly on posts and reels.
- 🎛 Precision filters: instantly hide topics you don’t want.
- 🌟 Highlighting: bring focus to the subjects you enjoy most.
- ⚙️ Per-media tuning: set different rules for reels, posts, and stories.
- 📸 Snapshots: save and reload preference states (e.g. “study mode” vs. “vacation mode”).
⚖️ Creator Balance
- Detects when the same creators appear too often.
- Dampens overexposure automatically, while still showing their content.
- Keeps your feed varied, balanced, and refreshing.
🎨 Ultra-Modern UI
- 🌊 Ripple-effect buttons with smooth interactions.
- 🪄 Hover tooltips for clarity and quick hints.
- 🔘 Segmented toggles for switching settings easily.
- ⚡ Quick-action menus for one-click control.
- 📱 Responsive panels that resize seamlessly on desktop & mobile.
- 🎨 A polished “luxury finish” — looks and feels like a premium native feature.
🔒 Privacy by Design
This isn’t just “local-first” — it’s local-only. Your data never leaves your device.
- 🗂️ Local-only storage — nothing is uploaded or tracked.
- 📜 Readable, open-source code — no obfuscation, no minification.
- 🧩 Standalone — no unnecessary external libraries or hidden dependencies.
- ⚖️ Respects both user privacy and Instagram’s copyright.
📊 Real-World Use Cases
- 🔍 Discover what truly holds your attention (vs. what you skip).
- 🎛 Fine-tune your feed to reduce irrelevant or repetitive content.
- 🖼️ Use overlays to visualize your engagement live.
- 📸 Create and switch between preference snapshots for different moods or goals.
- 🧪 Debug Instagram’s influence by comparing their algorithm vs. your model.
🚀 Installation
- Install a userscript manager:
• Tampermonkey
• Violentmonkey
- 👉 Click Install this script on Greasy Fork.
- Open Instagram and refresh the page.
- Explore your new control panel, overlays, and analytics tools.
💡 Pro Tip: Start with watch-time overlays to instantly see which content you really engage with.
🛠 Power Tools
- ⚡ Quick Actions: One-click hide, mute, or highlight posts.
- 🧩 Per-media profiles: Different settings for reels, posts, and stories.
- 🔄 AB-switch: Compare two preference modes side by side.
- 🧪 Debug insights: Watch your preferences evolve in real time.
📌 Script Information
- 📜 Name: Instagram Preference AI — Private Insights
- 🛠 Version: 2.0.0
- 🌍 Language: English (
en) - 📌 Type: Public user script
- 🔞 Adult Content: No
- 📜 License: MIT
💡 Why This Script Is Different
Other scripts:
- Offer cosmetic changes or small tweaks.
- Break easily when Instagram updates.
- Provide little transparency or depth.
This script:
- Creates a self-learning personalization system.
- Delivers analytics-level insights (watch-time, engagement, balance).
- Includes a polished, modern interface.
- Is built with privacy-first engineering.
🔮 Roadmap
- 📂 Export/import preference profiles.
- 🎧 Detect audio/video engagement (e.g. music reels).
- 🕵️ Side-by-side mode: Your model vs. Instagram’s algorithm.
- 🌐 Multi-account local syncing (via backup/restore).
The script will grow with you — while always staying local-only.
🌈 Final Thought
With Instagram Preference AI — Private Insights, you stop being a passive scroller.
You become the editor of your feed, the analyst of your habits, and the guardian of your privacy.
💡 Smarter insights • 🧠 More control • 🔒 True privacy
