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Elliott Maguireleft a comment
I built Retrace specifically because of the gaps I saw in existing Discord analytics tooling. Most if not all of the existing tools out there just track stats, e.g. message counts, time spent in VC, stuff like that. Those numbers are neat for like a high-level idea of how many people are chatting in your server, but it doesn't actually identify anything all that useful. What matters are the...
Discord communities generate thousands of messages a day across dozens of channels. Most of it never gets read. Retrace connects to a Discord server and turns those conversations into structured intelligence: AI-generated summaries, trend detection, semantic search, and a Q&A interface for querying community history. The most valuable feedback lives in conversations, not in hot takes and GIF reactions on socials. Retrace makes Discord's sea of organic content legible.
RetraceAI-powered analytics and search for Discord communities.
Elliott Maguireleft a comment
I built Retrace almost by accident. I was in a bit of a creative rut, my other product Recurve had slowed down, so I needed something interesting to work on. A friend mentioned something about an AI-enabled memory layer for an app he was working on, and that sounded like a cool problem so I took a crack at it. At some point I wired it up to Discord, using server messages as the memory source....
RetraceAI-powered analytics and search for Discord communities.