Pyzit TMD

Pyzit TMD

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The Story

We built Pyzit to solve a massive problem we saw firsthand: fraudsters abusing free trials and skewing analytics with disposable email addresses. Our real-time detection engine monitors 150,000+ domains and blocks fake signups in under 5ms, protecting SaaS companies from free-trial abuse and multi-accounting fraud at scale.

AI Overview

AI-generated

Protecting SaaS platforms from signup fraud has become essential as bad actors exploit free trials and analytics with disposable email addresses. Pyzit TMD tackles this vulnerability head-on by providing real-time detection of temporary and burner inboxes, targeting engineering teams that need to verify email legitimacy at the gateway before fraudulent accounts reach their databases.

The core strength of this offering lies in its speed and scale. The detection engine processes incoming registration attempts in under 5 milliseconds, operating at 2,840 requests per second without sacrificing accuracy. This performance envelope matters because fraud prevention cannot create friction in legitimate signup flows. By monitoring 150,000 disposable domains and classifying emails across multiple categories—disposable, burner, corporate, business, and enterprise—the system blocks coordinated attacks while allowing legitimate users through.

Integration appears straightforward for developers. The API slots into common signup touchpoints including registration forms, free trial captures, and lead funnels. The platform exposes both synchronous verification and an asynchronous event stream, giving teams flexibility in how they consume the data. Webhook notifications trigger automatically when suspicious activity patterns emerge, and a live monitoring dashboard surfaces domain anomalies and signup volume trends in real time.

Beyond basic blocking, the product includes autonomous reporting and threat intelligence features. This means teams get audit-ready fraud metrics and continuous visibility into attack patterns without manual investigation. The platform claims to free up approximately 60 hours monthly per team, though this figure likely depends heavily on organization size and fraud volume.

The company operates a freemium model. The sandbox environment grants 25 free checks daily with rate limits of 1 request per second burst and 5 requests per minute sustained, sufficient for developers to evaluate the API before committing. Production pricing is not disclosed on the public-facing content.

For SaaS companies operating free trials or low-friction signup flows, this directly addresses a material fraud surface. The technical implementation prioritizes the latency and throughput requirements of modern gateway systems rather than treating fraud detection as a batch process. The classification granularity lets teams apply different policies to different email types. What remains unclear from the marketing materials is the underlying data collection methodology and update frequency for the domain database—critical details for understanding detection accuracy over time.

Founder Diary

Devlog

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Key Features

Real-time Fraud Detection

Detects temporary and burner email addresses before fraudulent accounts reach the database

Sub-5ms Processing

Processes incoming registration attempts in under 5 milliseconds

High-Scale Processing

Handles 2,840 requests per second without sacrificing accuracy

Multi-Category Classification

Classifies emails as disposable, burner, corporate, business, or enterprise

Domain Monitoring

Monitors 150,000 disposable domains to identify fraud patterns

Live Monitoring Dashboard

Real-time visibility into domain anomalies and signup volume trends

Use Cases

  1. 1

    SaaS Free Trial Protection

    Prevents fraud from disposable email addresses during free trial signup flows

  2. 2

    Lead Generation Verification

    Validates email legitimacy in lead funnels to protect data quality

  3. 3

    Registration Form Security

    Blocks temporary inboxes at the registration gateway before fraudulent accounts are created

  4. 4

    Low-Friction Signup Flows

    Enables secure signup verification without creating friction for legitimate users

FAQ

How fast does Pyzit TMD detect fraud? ▾
Pyzit TMD processes verification in under 5 milliseconds and handles 2,840 requests per second.
What email types does Pyzit TMD classify? ▾
The platform classifies emails as disposable, burner, corporate, business, and enterprise.
How many disposable domains does Pyzit TMD monitor? ▾
The system monitors 150,000 disposable domains to detect coordinated attacks.
How much does Pyzit TMD cost? ▾
Pyzit TMD operates on a freemium model with 25 free checks daily in the sandbox environment; production pricing is not publicly disclosed.

Pricing

Freemium

Sandbox tier offers 25 free checks daily with rate limits; production pricing not publicly disclosed.

Tech Stack & Tags

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