Interesting read and perspective. I had very good results with structured outputs, both text, images and tool calling. Also a lot of SDKs are using it, including Vercel AI SDK.
I saw this idea floating around a while back and thought, I'm going to try building it.
A lot of my friends run small businesses, and I've seen first-hand how hard it is to deal with lead gen when 40–60% of your list is fake submissions and spammy messages.
So I started coding. I vibe-coded the MVP over a weekend, and a week later, the product was done.
How it works:
- Drop a 1‑line JS snippet into any site or SPA; it auto-captures form submits
- Deterministic checks (disposable domains, bot patterns, dupes, shallow fields) + AI analysis when enabled
- Server-side processing with queued AI jobs so your UI stays fast
- Privacy-first: no cookies by default, minimal data collection, easy redaction