SpeakerSplit - How Waiting Made a Side Project Easy to Sell
TL;DR: SpeakerSplit started as a utility to solve Samuel Abebe's own recurring problem: audio files from tools like Notebook LM arrived as single mixed tracks, requiring hours of manual separation. When other users found the tool and revenue appeared, Samuel was tempted to sell immediately but was advised to wait. He switched from a usage-based credit model to subscriptions, which created predictable revenue and longer customer retention. Growth came organically through SEO on audio-separation search terms, YouTube workflow tutorials, and a content-based affiliate program limited to creators producing useful tutorials. After 6 months of consistent double-digit growth, Samuel listed on Acquire.com. The clean operating history and simple business model attracted a buyer quickly, and no transition period was needed.
Key Insights
- Switching from usage-based credits to subscriptions created predictable revenue and made the business easier to sell
- Growth came from SEO, practical YouTube tutorials, and a curated affiliate program - no paid ads
- Waiting to sell gave the business operating history that buyers could trust
- The product solved a narrow, specific problem well rather than trying to be comprehensive
Actionable Takeaways
- Switch from pay-per-use to subscriptions early to build predictable revenue that buyers value
- Limit affiliate programs to creators who produce genuine tutorials rather than link-heavy promotion
- Wait for 6+ months of consistent growth before selling - operating history increases valuation