Use Replit Agent to build WhatsApp chat analysis
Dominik Gmeiner built a browser tool for exploring exported WhatsApp conversations.
Suggested prompt
Suggested prompt written by Agents In Use, not the source author. Replace bracketed inputs and review tool permissions first.
Build a browser app for an exported WhatsApp chat. Show sentiment, emoji summaries and a mood timeline. Handle group texts and varied file sizes without storing chat data. Return a preview for my review.
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See placements →What happened
Gmeiner built a WhatsApp-export analysis app with sentiment, emoji and mood views; tester feedback exposed file-size issues and story mode remained unfinished.
Reported by Dominik GmeinerHow the agent did it
- Build upload and sentiment analysis.
- Add mood views and group texts.
- Apply feedback from real testers.
Where a person stepped in
Gmeiner tested file sizes and gathered feedback.
Dominik Gmeiner built a browser tool for exploring exported WhatsApp conversations. He discussed the idea with ChatGPT and learned about sentiment-analysis libraries, then used Replit to implement an upload interface and analysis. The personal experiment was shared with friends for feedback.
He extended the initial version with emoji summaries, mood journey maps and support for group messages. Replit Agent created a landing page after he described how to present the tool. Gmeiner adjusted the interface, sent screenshots to people he knew and shared the URL with four testers. Feedback led to further changes and a Stripe integration.
The account records repaired and unfinished work. Some file sizes failed initially and needed tweaking. Adding group texts meant checking that earlier features still worked in the interface. Story mode remained incomplete when the post appeared. Gmeiner says the tool used no database or saved chat data. The result was a built application receiving user feedback, rather than a claim that all planned functionality had already shipped.
Prompt
Suggested prompt (written by Agents In Use, not the author's)
Source: www.write.dominikgmeiner.com · Dominik Gmeiner
Frequently asked questions
What input was analyzed?
Exported WhatsApp conversations.
Was chat data saved?
Gmeiner says no database or saving was used.
What remained unfinished?
Story mode remained unfinished.
More details
About this account
Replit implemented features and a landing page.
Firsthand account opened and read. Results are attributed to the author. Prompt is our suggested adaptation, not an original quotation.
Credit: Dominik Gmeiner
Source published 22 May 2025
Source checked 14 Oct 2026
Tools and topics
Replit Agent · WhatsApp exports · Sentiment libraries
WhatsApp · Sentiment analysis · App building
Editorial completeness: 100/100. Measures documented fields, not agent performance or verified outcomes.