Clean data,
instantly.
For AI that actually works.
Send messy, unstructured data. Get clean, normalized, agent-ready output in seconds. Pay only for what you use.
How it works
Three steps to clean data
Send messy data
POST your raw payload — malformed JSON, a dirty CSV dump, or a block of unstructured text — directly to the API.
We clean & structure it
Scrub AI normalizes casing, fixes syntax errors, deduplicates records, infers types, and repairs schema issues automatically.
Get agent-ready output
Receive perfectly structured, validated output your AI agents and pipelines can consume directly without additional preprocessing.
Use cases
Any messy data format, handled.
Malformed JSON
Trailing commas, misquoted keys, inconsistent casing, missing brackets — we fix it all and return valid, normalized JSON.
Dirty CSVs
Inconsistent headers, mixed date formats, empty rows, duplicate entries, and encoding artifacts — cleaned and standardized.
Unstructured Text Blobs
Extract structured data from raw text: emails, reports, scraped HTML, log files — transformed into structured, queryable records.
Live example
See the transformation
Real before/after — the exact kind of data Scrub AI handles.
{ "Name": "alice johnson", "AGE": 29, "email": "ALICE@EXAMPLE.COM", "signup_date": "2024-1-5", "active": "yes", "purchases" :[ {"item": "widget a", "qty": "3", {"item":"widget b","qty":"1"}, , ← trailing comma "notes": " Prefers email. ", }
{ "name": "Alice Johnson", "age": 29, "email": "alice@example.com", "signup_date": "2024-01-05", "active": true, "purchases": [ { "item": "Widget A", "qty": 3, "price": 12.00 }, { "item": "Widget B", "qty": 1, "price": null } ], "notes": "Prefers email." }
Pricing
Simple, usage-based pricing
Buy a credit pack. Use it whenever. No subscriptions, no surprises.
Starter Pack
- 100 cleaning jobs
- JSON, CSV & text support
- REST API access
- Community support
Pro Pack
- 500 cleaning jobs
- JSON, CSV & text support
- REST API access
- Priority processing
- Email support
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