Schema-first Data Extraction API

JSON-Forge - AI Text to Structured JSON

JSON-Forge is an AI Text to Structured JSON Extraction API for supplier emails, raw HTML and operational notes. Define a compact JSON shape and receive normalized data for CRM, ERP and automation pipelines.

RapidAPI discovery posture

JSON-Forge - AI Text to Structured JSON Extraction API

AI Text to Structured JSON Extraction API for B2B Data Extraction. Convert supplier emails, raw HTML and unstructured text into strict JSON using a schema-first LLM workflow.

JSONData-ExtractionLLMSchemaData-Normalization

Search intent: text to JSON · structured data · data extraction · LLM JSON · schema

Open listing & choose a plan
Schema-first playground

Give the model the chaos — and the shape you need back.

Paste operational text, define the contract your system expects and run a server-side structured conversion. The playground caps inputs and validates the requested schema before calling the model.

forge.convert / structured output
01 · Source textemail / PDF / HTML
02 · Requested shapevalid JSON
03 · Validated outputJSON
Run a conversion to see a real, schema-validated JSON response.

No result is shown before the server completes a request.
Demo limit: 8,000 source characters · 20 schema fields

Schema-shaped output

JSON-Forge validates the output shape at the LLM boundary so your workflow receives predictable keys.

Operational input

Use text from supplier emails, OCR, PDF extraction or cleaned HTML instead of maintaining brittle regex rules.

Transparent unit

The commercial model is fixed at $10 per 1,000 conversions with no change to the stated price.

JSON-Forge$101,000 conversions · schema validation · server-side model invocation
Direct API access

Use a product-scoped key outside RapidAPI.

Immediate API access after a successful subscription. The entitlement includes 1,000 conversions/month and is revoked when the associated subscription ends.

01

Subscribe

Choose direct checkout or subscribe through RapidAPI.

02

Generate one key

Open the authenticated API Access area and generate the product-scoped key once.

03

Call the endpoint

Send X-API-Key to POST /api/v1/json-forge/transform; usage headers report the remaining allowance.

curl --request POST \
  --url https://prodapi-gqe9kzue.manus.space/api/v1/json-forge/transform \
  --header 'X-API-Key: YOUR_DIRECT_KEY' \
  --header 'Content-Type: application/json'
Integration notes

RapidAPI-ready endpoint contracts.

Every endpoint documents a testable request shape or an explicit public-source requirement, plus a response example, so a developer can inspect the contract before running it in RapidAPI.

POST/api/v1/json-forge/forge
curl --request POST \
  --url https://YOUR_RAPIDAPI_HOST/api/v1/json-forge/forge \
  --header 'x-rapidapi-key: YOUR_KEY' \
  --header 'x-rapidapi-host: YOUR_RAPIDAPI_HOST' \
  --header 'Content-Type: application/json' \
  --data '{"text":"Supplier ACME quotes €149.50 for Valve X-200.","schema":"{\"supplier_name\":\"string\",\"price\":\"number\"}"}'
200Example response
{"data":{"supplier_name":"ACME","price":149.5},"model":"gpt-5-mini","normalizedAt":"2026-07-18T00:00:00.000Z"}
Buyer FAQ

Commercial and integration questions.

Can I buy this outside RapidAPI?

Yes. Use direct Stripe checkout for a product-scoped key, or choose RapidAPI if you prefer its marketplace billing and gateway.

How are limits enforced?

Direct keys are scoped to this product and the 1,000 conversions/month allowance. Responses include usage headers; exhausted allowances are rejected.

What data is retained?

Retention differs by workflow and is documented in the Privacy notice. Do not send secrets, credentials, regulated data or content you are not authorized to process.

What support is included?

Self-service support covers verified integration and billing issues. Enterprise response targets, uptime or recovery commitments apply only when written in an order form.