Jsonify
AI data engineer that turns websites and apps into verified datasets
About Jsonify
Jsonify is an AI-powered web data platform that turns the unreliable web into reliable, scheduled datasets. You describe the data you need in plain language, and Jason, Jsonify's AI data engineer, plans the sources, builds the extraction pipeline, checks every row, and delivers a verified dataset on the schedule you set. The problem it solves is one every data team knows: a scraper that works today breaks the moment a site changes its markup, and keeping thousands of pages covered, checked and delivered every morning is an ongoing operational burden rather than a one-off script. Jsonify treats data collection as a maintained service, not a brittle crawl.
Its pricing model reflects that philosophy and is unusual on purpose. You pay for rows, not credits, browser minutes, pages fetched or proxy data, and a row is only counted once it has passed type, null and duplicate checks and reached your dataset. Building pipelines, previews and repairs are all free. Jsonify has extracted billions of data points since 2023 for teams at companies including Bacardi, PwC and Betaworks, and it connects to AI assistants over MCP so you can build and query datasets from Claude, ChatGPT or Cursor as well as from the dashboard.
You start by describing what you want in a single sentence, or by sharing what you already track. Jason reads the request, picks the right websites and apps, and reads the fields from each page, running workers in parallel to collect at scale. Every run applies the same fields and checks, publishes an immutable dataset version, and records a source, timestamp and pipeline version for every row. When a source changes and a run breaks, Jason diagnoses the cause, repairs the extractor, verifies a sample and resumes the schedule, often within minutes. The finished dataset is delivered where your team already works, including Google Sheets, Excel, Snowflake, S3, Postgres, webhooks, Slack alerts or a shared dashboard.
- •Jason, the AI data engineer - Describe a dataset in plain words and Jason plans the sources, builds the pipeline, and remembers how it works so runs stay consistent.
- •Self-repairing pipelines - When a site update breaks extraction, Jason finds the cause, repairs the pipeline, verifies a sample and gets back on schedule automatically.
- •Row-level verification - Every row passes type, null, duplicate and range checks before it lands, with the source page recorded behind each value.
- •Scheduled, versioned delivery - Datasets refresh on your schedule and publish as immutable versions to Sheets, Snowflake, S3, Postgres, webhooks and more.
- •Pay only for useful rows - Retries, blocked pages and repairs never count; you are billed only for rows that passed checks and reached your dataset.
- •Connect your own agent - Use Jsonify over MCP from Claude, ChatGPT, Copilot or Cursor to build and query the same datasets from your preferred assistant.
Jsonify is built for data, pricing and research teams that need dependable datasets from sites that were never meant to be scraped. Retail and ecommerce teams track competitor prices, promotions and stock before a pricing review; real estate teams follow new listings and reductions across portals; food and beverage teams watch which venues list their products and at what price. Analysts and founders who want a maintained feed rather than a one-off export benefit from scheduled, checked delivery, and engineering teams that would rather not babysit scrapers get self-repairing pipelines. Anyone building with Claude or ChatGPT can connect Jsonify over MCP and work with verified data directly in their assistant.
