Engineering & Updates
Technical deep dives on email parsing, schema design, and building an API-first product.
Subscribe via Atom feedParse Shipping Notification Emails to JSON
Turn FedEx, UPS, USPS, and DHL shipment and delivery notifications into typed JSON — carrier, tracking number, status, locations, and delivery dates. Schema-first tutorial.
Parse Google Play Receipt Emails to JSON
Turn Google Play order receipt emails into typed JSON — order ID, item title, tax, totals, currency, and auto-renewal status. Schema-first tutorial.
Parse Apple App Store Receipt Emails to JSON
Turn Apple App Store purchase and subscription receipt emails into typed JSON — order ID, Apple ID, purchased items, subscription type, tax, totals, and renewal status. Schema-first tutorial.
Parse Stripe Receipt Emails to JSON
Turn Stripe payment receipts and invoices into typed JSON — payment intent ID, amount, currency, card brand, customer email, and payment status. Schema-first tutorial.
Parse Amazon Order Emails to JSON
Turn Amazon order confirmations and shipping notifications into typed JSON — order ID, line items, totals, delivery estimate, seller, and order date. Schema-first tutorial.
Parse Domain & Hosting Renewal Emails to JSON
Turn GoDaddy, Namecheap, Cloudflare, Squarespace, and AWS Route 53 renewal emails into typed JSON — registrar, domain, registration period, amount, currency, expiration date, auto-renew, and renewal status. Schema-first tutorial.
Parse PayPal Receipt Emails to JSON
Turn PayPal payment receipts and refund confirmations into typed JSON — transaction ID, amount, currency, fees, net proceeds, payer, recipient, and payment status. Schema-first tutorial.
Parse Shopify Order Emails to JSON
Turn Shopify order confirmations and shipping notifications into typed JSON — order number, line items, totals, fulfillment status, and customer details. Schema-first tutorial.
Parse Calendar Invite Emails to JSON
Turn Google Calendar, Outlook, and iCloud meeting invite emails into typed JSON: event title, organizer, attendees, start and end times, location, and response. Schema-first tutorial.
Parse Travel Booking Confirmation Emails to JSON
Turn flight, hotel, and rental-car confirmation emails into typed JSON — confirmation code, provider, traveler, dates, locations, price, and per-segment legs. Schema-first tutorial.
Parse Rideshare & Delivery Receipt Emails to JSON
Turn Uber, Lyft, DoorDash, and Grubhub receipts into typed JSON: service, trip/delivery ID, fare, tax, tip, currency, merchant, driver/courier, timestamp. Schema-first tutorial.
Parse Bank & Card Transaction Emails to JSON
Turn Chase, Bank of America, Wells Fargo, Capital One, Revolut, and Monzo transaction alerts into typed JSON: amount, currency, merchant, account mask, posted date, balance. Schema-first.
Parse Job Application Emails to JSON
Turn Greenhouse, Lever, Workday, and Ashby candidate-status emails into typed JSON: status, role, company, recruiter, posting ID, interview date, offer. Schema-first.
Parse Linear Notification Emails to JSON
Turn Linear issue, project, cycle, and @-mention notification emails into typed JSON: workspace, project, issue ID, title, actor, priority, state, due date, URL. Schema-first.
Parse Subscription Renewal Emails to JSON
Turn Vercel, Netlify, OpenAI, Notion, Linear, Figma, and other SaaS renewal emails into typed JSON: subscription ID, product, plan, next renewal date, amount, payment method, and status. Schema-first.
Building a JSON Schema Email Parser
Learn how to apply schema validation for raw MIME email to extract typed, structured data reliably.
Parse Invoice & Payment-Due Emails to JSON
Turn AP/invoice emails into typed JSON: extract vendor, amount due, currency, dates, and payment status with a JSON Schema and one POST to /v1/parse.
Parse GitHub Notification Emails to JSON
Turn GitHub notification emails into typed JSON: extract repo, thread, actor, action, and reason with a JSON Schema and one POST to /v1/parse.
How to Choose an Email Parsing API: A Developer's Guide
Compare rule-based, no-code, and schema-first email parsing APIs in 2026 — and the criteria that matter when you turn raw email into structured JSON.
Designing a Reliable Schema-First Email Parsing Pipeline
A guide to evaluating email parser APIs and designing a dependable extraction pipeline around POST /v1/parse, from schema contract to validation routing.
Designing Webhooks That Don't Break at 2 AM
How MailFrame makes webhook delivery reliable: HMAC signing, idempotency, and backoff retries — with dead-letter queues and replay in early access.
Why We Built MailFrame Schema-First
How MailFrame uses JSON Schema to constrain LLM extraction with schema validation, so you get typed, validated data from email without brittle regex.
Introducing MailFrame: Your Inbox Becomes an API
MailFrame turns raw email and MIME messages into typed JSON matching your own schema — with signed webhooks, confidence scoring, and zero brittle regex.