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We Built an App That Reads the Emotion Behind Any Message...
Chinmay Dave · 2026-06-23 · via DEV Community

Chinmay Dave

Most chat analyzer apps ask you to export your entire conversation. We thought that was wrong.

The real use case is simpler — you have messages you need to understand right now. Texts, DMs, WhatsApp messages, emails. You can paste them, take a picture, or upload a screenshot. TRTH handles all of it.

That's why we built TRTH — an app that decodes any message. Within seconds you get an emotional breakdown powered by 23 primary human emotions, giving you specific percentage scores rather than vague labels. "Passive aggressive" becomes "Passive aggression: 88%, Dismissal: 91%, Frustration: 74%."

Real situations people use TRTH for

→ Your partner replies "fine" after an argument and you need to know if they actually are
→ Your manager sends a vague email and you can't tell if you're in trouble
→ Your situationship goes cold and you want to understand the shift
→ You're about to send a message and want to know how it will land before you hit send
→ A friend's text felt off and you don't know if you're reading too much into it

How it works under the hood

We use Claude API to process each message with a custom prompt that maps input across the full spectrum of human emotion. Claude Vision handles screenshot and image uploads — no typing required.

The app is built in React Native via Emergent, FastAPI backend, MongoDB. The hardest feature to build was Before You Send — analyzing how your message will land before you hit send, without any conversation history to work from.

What makes TRTH different

Unlike every other tool in this space, TRTH works on a single message. You don't need to export a whole conversation. You have one confusing text — paste it, get the truth.

TRTH is live on Google Play. Free to download.

👉 https://play.google.com/store/apps/details?id=com.trth.messageai

Building in the emotional AI or relationship-tech space? Drop a comment — I'd love to connect.