Intelligent API Data Mapping

Stop wasting time on manual data transformations. Let AI automatically map your API schemas with confidence scoring and human oversight.

Automate API transformations with intelligent field mapping that saves developers time and reduces integration headaches.

Developers

Receive intelligent automation that cuts integration time and improves code quality.

Teams & CTOs

Reduce development costs, increase delivery speed, and stand out from the competition.

Businesses

Increase revenue and deliver more value to customers without adding more overhead.

🚀 Become an Early Adopter

Join a select group of developers shaping Specifier's future. Early adopters get exclusive benefits and direct access to the founder.

Shape the Product

Your feedback directly influences what we build next

Direct Founder Access

Priority support and regular check-ins

Exclusive Pricing

Lock in special rates before public launch

Why Developers Love Specifier.io

AI-Powered Intelligence

Savings at scale, for remote workers and API enthusiasts alike.

Upload your OpenAPI specs or paste Swagger URLs. Our AI automatically detects and maps data fields with confidence scoring.

  • Automatic field detection and mapping
  • Confidence scoring for every mapping
  • Human oversight and manual overrides

Smart Mapping Engine

AI analyses your API schemas and suggests optimal field mappings automatically.

Lightning Fast

Deploy transformations quickly with AI-assisted field mapping and instant validation.

Speed & Performance

Transform API data in minutes, not hours.

AI-powered field mapping suggestions accelerate your workflow. Focus on building features, not wrestling with data formats.

  • Rapid transformation deployment
  • Real-time data processing
  • Instant deployment and scaling

How Specifier.io Works

1

Create New Mapping

Upload your source and target API schemas (OpenAPI/Swagger files) or provide documentation URLs.

2

AI Analysis

Our AI analyses both schemas and automatically suggests field mappings with confidence scores (e.g., 95% confident that customer_name maps to clientName).

3

Review & Override

Review the AI auto-mapped configuration and manually override any mappings that need adjustment. Test with sample data

4

Transform Data

Call the transform endpoint with source data → receive perfectly transformed data for your target API.

Built by a Developer Who Gets It

Hi, I'm Mark. I've spent countless hours manually mapping APIs, and I've worked with teams doing integration after integration, mapping after mapping, boilerplate after boilerplate. That's why I built Specifier.io - to solve a problem developers and teams face every day. Simple, transparent pricing. No sales calls. Just a tool that works.

Have questions? I personally respond to every email. Reach out at mark@specifier.io

✓ No sales team✓ Cancel anytime✓ Direct founder support