JSON Scout
Extracts structured fields from messy text through a schema and an API call, no regex required.
At a glance
Starts at
$9 per month
Price as published by the vendor, September 2026.
Free tier
Yes, limited
Platforms
Web, API
Best for
Developers replacing regex-based data extraction with AI
Not for
High-volume users past the free token allowance
4.0 out of 5
Scored by Alex after real useOur verdict
Developers who are tired of maintaining regex patterns for messy input can define a schema instead and let JSON Scout return structured JSON from dates, addresses, reviews, or customer notes. The API handles typos and format drift that a fixed pattern would choke on. It runs on a token system, so heavy use adds cost once the free allotment runs out, at $9 a month once you're past the 5,000 free tokens.
✓What it does well
Regex-free extractionStructured JSON comes from a plain-language schema instead of a hand-built regex pattern.
Handles messy inputTypos and inconsistent formatting in the raw text don't break the extraction.
Multiple content typesWorks across dates, addresses, reviews, customer notes, and audio-derived text.
✕Where it falls short
Token-limited free tierThe free tier is limited to 5,000 tokens before charges apply.
Paid at scaleRegular use costs $9 a month once the free tokens are used up.
Requires a defined schemaIt only works once a schema is defined; there's no free-form extraction mode.
Key features
Schema-based extractionDefine an output schema and get matching structured data back from raw text.
REST API accessRuns as an API you call directly from your own code.
Automatic data cleaningCleans and normalizes inconsistent formats such as dates before returning them.
Token usage trackingEach response reports how many tokens remain on the account.