Describe the data. Skip the selectors.
Send a URL and a schema — or just a sentence — and get validated JSON back. AI Extract cleans the DOM, strips boilerplate, runs extraction against a language model and validates the result against your schema before it leaves our infrastructure.
What AI Extract API handles for you
Schema-first output
Provide a JSON Schema and every response is validated against it.
Prompt extraction
No schema? Describe the fields in plain language and Irmu infers one.
Selector-free
Layout changes stop breaking your pipeline overnight.
Boilerplate removal
Nav, footers, ads and scripts stripped before the model sees the page.
Batch mode
Submit thousands of URLs and collect results by webhook.
Confidence scores
Per-field confidence so you can route low-certainty rows to review.
Request
curl -X POST https://app.irmu.com/api/extract \
-H "Authorization: Bearer irmu_sk_live_..." \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.amazon.com/dp/B0CHX1W1XY",
"schema": {
"title": "string",
"price": "number",
"currency": "string",
"rating": "number",
"in_stock": "boolean"
}
}'Response
{
"data": {
"title": "Kindle Paperwhite (16 GB)",
"price": 149.99,
"currency": "USD",
"rating": 4.6,
"in_stock": true
},
"confidence": { "title": 0.99, "price": 0.98, "rating": 0.95 },
"credits_used": 15
}Measure it on your own targets
We don't publish benchmark tables, because latency and success rates depend entirely on the sites you crawl. The free plan is there so you can measure AI Extract API against your real target list before you pay for anything.
Run your first request →Credits per operation
- 1 credit
Standard fetch
Datacenter IP, no JavaScript execution
- 5 credits
Standard fetch + JavaScript
Page rendered in a real browser
- 10 credits
Premium fetch
Residential IP, rarely blocked
- 25 credits
Premium fetch + JavaScript
Residential IP and full rendering
- 5 credits
AI question about a page
Free with your own language model
- Free
Country, region or city targeting
Included on every request
AI Extract API questions
Other products
Start building with Irmu today
1,000 free credits every month, no card required. Every API, every integration, one key.