How Layovered Growth Engineer Swapnil Kar automated high-intent conversation discovery across Reddit and X, cutting manual searching time while keeping outreach 100% ban-free.
“Xoru automates finding the right conversations and guides your mention strategy, saving hours every week while eliminating downvotes and ban risks.”— Swapnil Kar, Growth Engineer at Layerovered
Organic marketing on Reddit requires endless manual searching for relevant threads across different subreddits. Knowing whether to mention your product or engage purely organically is difficult, and bad judgment calls frequently lead to downvotes or moderator bans.
Connected Reddit and X accounts directly into Xoru to monitor discussions in real time, adding custom niche subreddits in settings. Used the weekly planner to set engagement targets and leveraged AI intent signals to decide between value-first participation and product mentions.
Automated high-intent conversation discovery to save hours every week while keeping outreach consistent and ban-free. Enabled an early-stage startup to build a thriving organic distribution presence without needing a dedicated marketing team.
In the words of Swapnil Kar, Growth Engineer at Layerovered
Find live buyer conversations across Reddit, X, and Hacker News where people need what you built.