Jsonify builds extraction pipelines that fetch, process and verify public data from websites and mobile apps at scale, then keeps them running, repaired automatically when a source changes. Describe once. Rely on it every day.
Describe the data you need and build for free, no credit card required. ·Connect your own agent
Since 2023 we’ve extracted billions of data points for teams at
“The opportunity is validated. You did a very good job: your flexibility, the extractions, the speed… it’s quite impressive. This could really become a new capability for Bacardi.”
Jesus Checa
Chief Innovation Officer, Bacardi
“The speed, adaptability, and precision of Jsonify have truly stood out. It’s been impressive to see how quickly the product delivers real value in a dynamic environment.”
Philipp Hodl
Plug and Play Ventures
Ask Jason to track UK grocery prices daily. Select six supermarket websites and Android apps. Jason extracts product prices, runs many workers in parallel, and outputs 248,612 structured rows. The finished pipeline discovers products, extracts and validates data, and publishes a dataset every day with automatic retries and run history. When a source page changes, Jason repairs the extraction code, verifies a sample and resumes the scheduled pipeline. All data in this demonstration is illustrative.
Your business needs data. Jsonify can find it.
JasonYour data agent
New pipeline
I’ll build a daily price monitor. Let’s choose your sources.
Tell Jason what you need↑
From a sentence to a working plan.
Your market. Your sources.
Where should we look?
Grocery prices, availability and promotions.
✓TESCOtesco.com
✓Sainsbury’sAndroid app
✓ASDAAndroid app
✓Morrisonsmorrisons.com
✓Waitrosewaitrose.com
✓ocadoAndroid app
0 sources selectedBuild my pipeline →
You choose the scope. Jason takes it from here.
Straight from the source.
tesco.com / groceries / oat-drinks
TESCOGroceries Offers Favourites ♧ Basket
FIELD & OAToat.BARISTA EDITION 1 LITRE
Groceries / Dairy alternatives
Field & Oat Barista Oat Drink 1L
★★★★★ (128)
£2.20£2.50
● In stock · £2.20 / litre
Add to basket
T
price · number2.20 GBP
Reading products, prices and promotions…
One agent gets a price. A whole team gets your market.
1 workers working0 rows collected
248,612rows.One clean dataset. Every source accounted for.
▤UK grocery prices
↓ Export dataset
DataSchemaSources · 6Run history
Product
Retailer
Price · GBP
Available
Collected
Field & Oat Barista 1L
TTesco
2.20
✓ In stock
Today, 06:02
Field & Oat Barista 1L
SSainsbury’s
2.35
✓ In stock
Today, 06:02
Field & Oat Barista 1L
AAsda
2.15
✓ In stock
Today, 06:03
Meadow Greek Yogurt 500g
WWaitrose
2.80
✓ In stock
Today, 06:03
Orchard Cloudy Apple 1L
OOcado
1.95
✓ In stock
Today, 06:04
Showing 5 of 248,612 rows✓ Validated and published
Field & Oat Barista 1LTesco2.20 GBP✓ In stock
Typed fields. Matched products. Ready to use.
And a pipeline that keeps it coming.
◈ UK grocery price monitor✓ Run completed
Steps OutputsActivityLogs
SOURCES
COLLECT & VALIDATE
PUBLISH
Supermarket URLs6 selected sources✓
Discover productsBrowse every category✓
Extract pricesParallel product workers✓
Validate & matchTypes, nulls, duplicates✓
▤ Grocery pricesPublished dataset✓
613,284 pages→248,612 rows
✓ All checks passed · 248,612 rows published · Next run tomorrow at 06:00
Built by Jason. Every step visible.
Fresh today. And tomorrow. And the day after.
UK grocery price monitorEvery day at 06:00 · Europe/London
Today 248,612 rows published✓ All checks passed
Yesterday 247,908 rows published✓ All checks passed
Tuesday Scheduled run↻ Recovered
Pages change, apps update. Jason keeps the data flowing.
UK grocery price monitorSource change detected
TESCOProduct page
Field & Oat Barista Oat Drink 1L
£2.20In stock
Page layout changed
price · verified ✓
Same product. New page layout.
JasonAutomatic maintenance
!
Detect the changeThe price field moved.
✓
↻
Repair the extraction codeUpdate how this source is read.
A retailer moves its price field. Jason diagnoses the failure, repairs the extraction code, and verifies the change before activating a new pipeline revision.
The next scheduled run uses the repaired code. Your dataset stays dependable, even when its sources don’t.
It arrives where you work
Sheets or Excel, refreshed on schedule. Snowflake, S3, Postgres, webhooks. Slack and Teams alerts when something moves. Your data agent — ChatGPT, Claude, Cursor — over MCP. Or a dashboard on a share link, if you don't have one already.
Radar observes the market
Radar continuously monitors what’s already visible on the public web and in mobile apps: product pricing, promotions, catalog changes, menus, and listings, normalized into clean datasets that stay fresh every day.
Some prices only exist behind a form. Benchmark runs enterprise pricing journeys — insurance quotes, ISP plans, utilities, rental cars — across personas and competitors, so you can see personalized offers side by side.
Explore Jsonify data pipelines you can customize for your use case, sources and industry.
00 / BRIEF
Track what restaurants and bars are serving, and what they charge. Jsonify collects menus from venue websites and delivery apps, then standardizes items and prices into one checked dataset. Spot new listings, menu changes and pricing trends across markets.
An illustrative menu-monitoring pipeline. A venue list branches into website and delivery-app discovery. Parallel workers extract menu items from both sources. Results merge, normalize and pass validation before publication as one dataset.
Any market. Any source.
Agents that explore any page, app or form — and build the pipeline that reads it.
Operating in these markets this week, next week yours.
98.7%Extraction accuracy
10M+Rows delivered monthly
24hRefresh cycle
90%Faster than manual
Frequently asked questions
Can’t a chat assistant just do this?
A chat can help with a one-off research task, but the answer can change between requests and still needs checking. Scheduled assistant tasks can run while you’re away; Jsonify builds a versioned collection pipeline with row checks, delivery and repair. Compare the two workflows →
Why not just use a fetch API?
A fetch API gets you source content, and some also monitor changes. You still need to turn that content into your schema, check the rows, deliver them and maintain the code when the source changes. Compare a fetch API with a maintained dataset →
Why not buy a ready-made dataset or dashboard?
If a provider already tracks your sources and fields, a ready-made dataset can fit. When you need a field they don’t collect or a source they don’t cover, their product sets the limit; Jsonify builds around your schema and chosen sources, with delivery into your tools. Explore pipelines for your industry →
Why not use a managed collection service?
A managed service can take the work off your team, but check what the quote includes when sources, fields or schedules change. Jsonify publishes self-serve prices for pipelines that run, check and repair the collection, with a managed option when you want us to operate the program. See plans →
Can we keep our existing proxy or browser provider?
An infrastructure contract and a maintained dataset solve different parts of the job. Keep the infrastructure that works for your team, and discuss how it fits into the collection and delivery scope before rollout. Compare infrastructure and dataset responsibilities →
Why change if spreadsheets work today?
Keep the spreadsheet your team uses; replace the hours spent finding, copying and checking its inputs. Jsonify refreshes the rows on schedule so a missed update is less likely to become a missed market change. See how delivery works →
What happens if a pipeline can’t repair itself?
A fix that cannot be verified needs human review, rather than being treated as a successful repair. Contact our team with the affected pipeline; managed deployments agree escalation and support responsibilities as part of the engagement. Read about repairs and review →
Is the collection authorised?
Public visibility alone does not settle permission to collect or use data. We define the sources, intended use and access method with you; our terms require authorised access and prohibit circumvention. Read the legal FAQ →
What happens to our data if we stop using Jsonify?
You can export your datasets. Enterprise agreements can also include pipeline code access and export, with the licence, dependencies and handover defined in the contract. Review continuity and vendor risk →
Is Jsonify just a web scraping tool?
Jsonify builds an extraction pipeline, runs it on your schedule and delivers structured, verified data to your tools. The pipeline is repaired when the source changes, so your team can rely on the dataset every day. Take the product tour →
How does Jsonify handle security and compliance?
Jsonify is SOC 2 Type II audited, GDPR compliant and EU AI Act compliant, with automatic personal-data anonymisation. For a managed deployment, we agree collection scope, processing terms and delivery requirements, and provide the SOC 2 report for your security review. Explore enterprise security and compliance →
How do I change what a pipeline does?
Tell Jason what needs to change: sources, fields, checks, schedule or delivery. Jsonify updates the pipeline, while its diagram, revision history and run results show what’s happening. See how a pipeline is built →
Start with 100 rows a month. Free.
The full product on a small plan. Build and run your pipeline with 100 rows each month, free. No credit card required.
$0 / month
100 rows each month on the free plan. Need more volume? See the pricing or talk to us about your sources and schedule.