I recently launched MailShrimp, a tool to validate email addresses and prevent bounces — but with a twist: it returns both a risk category (valid, risky, invalid) and a confidence score (e.g., 0.93).
It performs:
Syntax & format checks
DNS / MX resolution
SMTP verification (with proxy fallback)
Disposable & catch-all detection
Score & classify each email
It’s designed to be:
Fast Clear (human-readable results + exportable data) Dev-ready (API coming soon)
You can paste emails or upload a CSV to test. Would love your thoughts or suggestions.
Live version: https://www.mailshrimp.app
perryraskin•1d ago
udiocla•1d ago
We're using a proprietary multi-layered algorithm that combines a series of criteria, checks, and heuristics to assess each email address.
It includes:
Format and domain-level validations SMTP-level interaction with fallback logic Detection of disposable domains, catch-all behavior, and risky patterns A scoring model that returns both a risk label (valid, risky, invalid) and a confidence score (0.0 to 1.0) And much more — especially for nuanced edge cases and deliverability signals
Unlike many validators that return a binary result, MailShrimp gives you both a label and a score, so you can decide what’s safe to keep based on your own thresholds.
We're also focused on speed and usability. Our logic is designed to handle edge cases often missed by more generic tools.
Still early stage — feedback is very welcome!
perryraskin•1d ago
udiocla•1d ago
MailShrimp is built to be much more lightweight, transparent, and affordable (starts at $14.90/month for 10,000 validations) — and you can try it for free.
Would love to hear your thoughts if you give it a spin.
perryraskin•1d ago