Comparison
Kercel vs. doing it manually
A VA or a founder's Friday afternoon vs. a system that runs every week
What doing it manually is
Manually searching Reddit, YouTube, and review sites for people showing switch intent, then checking their site by hand for which tools they run — real, valid, and what most early-stage founders actually do.
| Kercel | doing it manually | |
|---|---|---|
| Runs when you're busy | Yes — automatic, weekly | No — depends on available time |
| Consistency week to week | Fixed schedule, every week | Varies with workload |
| Nuance / judgment | Scored by rubric, you review | Full human judgment on every result |
| Cost at scale | Flat monthly cost | Hourly cost scales with volume |
| Tech-stack detection | Automatic fingerprinting | Manual site inspection |
| Time to first leads | First scheduled scan | As soon as you sit down to do it |
Where doing it manually wins
Full control over judgment calls, and no new tool to trust — a person is reading every result themselves, catching nuance an automated score might miss.
Where Kercel wins
The same research, run automatically every week instead of whenever there's a spare afternoon, at a fraction of the time cost — and it doesn't stop when you get busy.
The honest take
Manual research is genuinely more nuanced — a sharp person reading a Reddit thread will catch context a scoring rubric won't. The honest tradeoff is consistency: a founder's "spare afternoon" research happens in bursts and stops the moment things get busy, which is usually exactly when you need it most. Kercel doesn't replace judgment, it keeps the research running so there's always something fresh to apply judgment to.
Best for
Anyone currently doing this by hand (or paying a VA to) who wants the same judgment applied consistently, on a schedule.