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Ahrefs Domain Rating set in type 25 Oct 2026, reset 25 Oct 2026. Lead topic: Recreation (1). Majestic set 22 Oct 2026, reset 22 Oct 2026. Link data typeset by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Refractr domain colophon
From the registry's public RDAP record, checked 24 Oct 2026, 17:06 UTC.
A document extraction API that converts unstructured text like invoices, emails, and PDFs into validated JSON matching your schema, with confidence scores for
The story so far
Homepage of Refractr
Refractr is a structured data extraction API that transforms any document or payload into fields matching your own JSON schema. It processes invoices, emails, PDFs, and scanned documents using a custom-trained extraction model (not an LLM wrapper), returning typed fields with confidence scores in approximately 500 milliseconds per document. The API handles multiple document formats including PDF, DOCX, JPG, PNG, TIFF, WEBP, BMP, and TXT without requiring schema compilation or deployment. Every account includes 100 free extractions daily; additional volume uses prepaid credits at a flat rate of one credit per extraction, with scanned documents or photos requiring two credits due to OCR processing.
Typeset features
Custom-trained extraction model, not an LLM wrapper
Type-guaranteed fields that return correct type or null, never empty strings or mistyped values
No schema compilation or warm-up required
Approximately 500ms median response time per document
Flat pricing regardless of document or schema size
Failed extractions are free
Optional data training program that increases free daily limit
Automatic 30-day data deletion policy by default
Pricing
Pricing model: Freemium
Free tier: 100 free extractions per day. Pay as you go: €1 = 200 credits, one credit per extraction, top up from €5. Scans and photos with OCR: 2 credits.
No. Refractr runs a custom-trained, optimized extraction model, not a passthrough to OpenAI, Anthropic, or any general-purpose LLM. It is purpose-built for filling JSON schemas from raw text, which makes it faster than prompt-based approaches.
What happens if a field is missing from the input?
Fields declared with typed placeholders (like "date") are guaranteed to return that type or null, never an empty string or mistyped value. The guarantee covers the response shape; validate values against your own rules and enforce required fields in your schema validator.
Is my data used to train anything?
Not unless you choose to. By default, documents and results are kept for 30 days for debugging, then deleted. You can opt in to help train the model, which increases your free allowance from 20 to 100 extractions per day. Your data is never sold or shared.
How does pricing work?
One credit per successful extraction, flat regardless of document or schema size. Failed extractions are free. Every account gets 100 free extractions per day, refreshed daily. For higher volume, top up any EUR amount via Stripe.
Do I need to register or compile a schema first?
No. Pass the schema on every call. There is no compile step, no warm-up, and no per-schema deployment. You can change fields between requests with no penalty.
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