ProjectsSystems & AILive
Social media answered without living on Instagram
We built an inbox that reads comments, direct messages and story mentions on Instagram and Facebook, and drafts the reply using what it knows about the brand and the way it talks. You send it, change it or discard it from your phone.
- Social media
- AI
- Automation
01The challenge
Every unanswered comment is a customer going cold
People ask about the menu, allergens, bookings or an event, and the reply arrives hours later or not at all. Answering well takes time, and the tone changes depending on who picks up the phone.
- The same questions every day.
- Direct messages against the clock: Instagram only lets you reply within a time window.
- Story mentions nobody says thank you for.
The reply needed to be written before anyone opened the app.
02Our strategy
The AI writes, you decide
Nothing goes out without your yes. The AI drafts with what it knows about the brand (menu, opening hours, policies and tone) and learns from the way you correct its replies.
- A public reply and a direct message prepared together for every comment.
- “Comment and I'll send it”: a keyword in a comment triggers the direct message with what was promised.
- Complaints never get an automatic reply: they go straight to the owner.
- Each brand's knowledge and style guide, both editable.
03The solution
One inbox on your phone and another in the dashboard
Each message arrives as a card with four buttons: send, edit, hide or discard. Replying to the card with different text changes it. If you answer from Instagram, the suggestion withdraws itself.
- Instagram: comments, messages, replies and story mentions.
- Facebook: page comments and messages.
- Only Meta's official API, with no tricks that put the account at risk.
- An automatic brake that stops the system if anything spikes.
The AI costs less than a cent per message.
04The result
Always on time, always in the same voice
The inbox is up and running, and each new brand comes in with its own knowledge and tone. The screenshots use sample data.
Overview
Services
- Social media automation
- Conversational AI
- Meta integration
Tech stack
- Cloudflare Workers
- Cloudflare D1
- Claude
- Instagram API
- Facebook API
- Telegram