One product, from your first brief to a dataset that stays current. Jsonify builds the pipeline, runs it and repairs it when a source changes.
01 / Describe
Tell Jsonify what to collect, which sources matter and how often it should refresh. A product catalogue, a menu tracker or a property listing feed: the brief defines the job.
02 / Build
Describe what you want and Jason builds it. Ask for a new source, a new field or a different schedule later and the change arrives the same way: Jason does the work, tells you what changed, and links you to the result.
03 / Pipeline
Every pipeline reads as a set of steps: where it collects from, what it processes, what it checks and what it publishes. Version history records every change and why it was made.
04 / Run
Run your pipeline and refresh it on a schedule. Follow a run while it works: each stage reports the rows it passed on, and the step in flight shows how far it has got.
05 / Verify
Check types, missing values and duplicates before publishing. Keep source context alongside each result so your team can trace and compare the data.
06 / Deliver
Google Sheets, refreshed on schedule. Webhooks into your own systems. Slack and email alerts. ChatGPT, Claude or Cursor over MCP. Or an automatic insights dashboard on a share link. Or Snowflake, BigQuery, Postgres, MySQL and S3.
07 / Analyze
Every dataset can open as a dashboard: price moves, promotions, stock and coverage by retailer, refreshed with each run. Filter by retailer or category, and share it on a link with people who never log in to Jsonify.
08 / Repair
Jsonify diagnoses extraction failures, repairs the pipeline and verifies the change before activating a new revision. Scheduled runs pause until the pipeline is healed, so nothing known to be broken publishes. The Changelog records every repair attempt, what changed and whether recovery was confirmed. When a repair needs a person, it stays open for review.
09 / Scale
Pipelines are free to build and free to run. You pay for rows that pass their checks and reach you, so a workspace can hold as many pipelines as your team can think of: one per market, per competitor, per question. Start with 100 rows a month at no cost.
Radar monitors what’s published. Benchmark submits a scenario and collects the offer.
Collect prices, menus, listings and availability from websites and apps. Follow what changes across sources and markets.
Run defined scenarios through forms to collect comparable insurance quotes, rental rates and personalised offers.
Start free
Describe the data you need. Build for free with 100 rows a month, no credit card required.
Grocery Radar
Greenway
Hartwell’s
Fresco
Marlow Market
Pantry & Co
Corner Store