The Case at a Glance
- $1,297 MRR at month 7, zero paid acquisition
- 84 paying customers converted from free trials
- 2,683 total signups — trial-to-paid conversion: ~30%
- 30% cold DM reply rate on Reddit outreach
- $0 ad spend across the entire growth arc
- One rule: never name the product in the first message
Who: Jakub, solo founder of Leadverse.ai — a SaaS that surfaces Reddit and X posts where people are already describing the exact problem your product solves, then helps operators reach them without triggering spam filters.
Context: Cold email open rates have collapsed. Reddit has quietly become the highest-trust discovery surface for software buyers in 2026 — Google keeps surfacing it, and people posting questions there are pre-qualified buyers by definition. Jakub found the window before the spam layer caught up.
What He's Actually Selling (And It's Not the Software)
The instinct is to call this a Reddit lead-gen tool. That misses it.
The product is a reply rate. A 30% cold DM reply rate is live proof-of-concept for everything Leadverse claims to do. Every founder who replies, converts to a trial, and pays is watching Jakub run his own tool in real time. The case study and the sales cycle are the same event. That compression — demo and proof collapsed into one action — is almost impossible to manufacture with a landing page. It's either true or it isn't, and the number says it's true.
The mechanism isn't charm. It's sequencing. "No product name in the first message" reads like a politeness tip. It's actually a filter. Anyone who replies and asks what's the tool? has already moved from cold to warm — they self-selected into wanting the answer before Jakub spent a word selling. The delay isn't doing less work. It's doing the most important work: pre-qualifying intent before the pitch exists.
Why this works at scale: Reddit post value decays within hours. That means this channel rewards daily operators, not episodic ones — and any founder who automates the cadence with Jakub's own behavioral data on which problem descriptions actually convert will have something no competitor can purchase.
"The DM is a funnel, not a greeting."