Reliable datasets
from the unreliable web

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

Or start with a use case

How it works ↓

Since 2023 we’ve extracted billions of data points for teams at

Bacardi Norlys Achmea Geopost PwC Plug and Play Betaworks Unicorn Factory The Grants Hub Helicone AI Agents Global Challenge
“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 data starts here.

Free plan, 100 rows/month.

0:00 / 0:59

Prefer your own agent? Connect Jsonify to Codex, Claude Code, ChatGPT or Cursor →

Sources change.
Your data keeps flowing.

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.

Automatic pipeline repair Oat drink1 litre £2.20 ! Layout changes Jason repairs and verifies the code .price [data-price]Sample verified ✓ product_prices pricecurrency 2.20GBP 2.35GBP ✓ Checked and ready Data flows again
Google Sheets Excel Snowflake S3 Postgres Slack Teams ChatGPT Claude Cursor

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.

Explore Radar →

Alerts · today

PROMO Solara −8.5% at esselunga.it
NEW Isla Verde listed on ah.nl
PRICE Undercut at tesco.com

spirits-pricing · live

Larkspur 70cl£21.50−6.5%
Vireaux 70cl€34.90+1.5%
Solara 70cl€12.90−8.5%
Isla Verde 3 Años€17.49

FR motor · quotes

axa.fr€41
allianz.de€38
direct-ass.€58
maif.fr€40

Same persona, four carriers, this morning.

Benchmark simulates it

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.

Enterprise only
Explore Benchmark →

Why not use what you already have?

The first result is the easy part. Who keeps it right?

A chat assistant

An ad-hoc chat stops when you do; you still need a repeatable collection job, checked rows and a schedule.

See more comparisons →

A scraping platform

You configure the collection. When a source change needs robot retraining or a workflow update, check whose job it is to fix it.

See more comparisons →

Build it yourself

Fetch APIs, browsers, proxies, queues, storage, checks and alerts: seven parts to wire together, and you’re on call when they break.

See more comparisons →

Built for your security review.

Audited controls, regulatory compliance and automatic personal-data anonymisation—built into how Jsonify handles your data.

Explore pipelines across verticals

Explore Jsonify data pipelines you can customize for your use case, sources and industry.

Any market. Any source.

Agents that explore any page, app or form — and build the pipeline that reads it.

Jsonify’s active markets Highlighted: United Kingdom, France, Germany, Netherlands, Italy, Spain, Denmark, Poland, United States, Australia, Sweden, Japan, Brazil, India, United Arab Emirates and Mexico. Fiji United Republic of Tanzania Western Sahara Canada United States of America Kazakhstan Uzbekistan Papua New Guinea Indonesia Argentina Chile Democratic Republic of the Congo Somalia Kenya Sudan Chad Haiti Dominican Republic Russia The Bahamas Falkland Islands Norway Greenland French Southern and Antarctic Lands East Timor South Africa Lesotho Mexico Uruguay Brazil Bolivia Peru Colombia Panama Costa Rica Nicaragua Honduras El Salvador Guatemala Belize Venezuela Guyana Suriname France Ecuador Puerto Rico Jamaica Cuba Zimbabwe Botswana Namibia Senegal Mali Mauritania Benin Niger Nigeria Cameroon Togo Ghana Ivory Coast Guinea Guinea-Bissau Liberia Sierra Leone Burkina Faso Central African Republic Republic of the Congo Gabon Equatorial Guinea Zambia Malawi Mozambique eSwatini Angola Burundi Israel Lebanon Madagascar Palestine Gambia Tunisia Algeria Jordan United Arab Emirates Qatar Kuwait Iraq Oman Vanuatu Cambodia Thailand Laos Myanmar Vietnam North Korea South Korea Mongolia India Bangladesh Bhutan Nepal Pakistan Afghanistan Tajikistan Kyrgyzstan Turkmenistan Iran Syria Armenia Sweden Belarus Ukraine Poland Austria Hungary Moldova Romania Lithuania Latvia Estonia Germany Bulgaria Greece Turkey Albania Croatia Switzerland Luxembourg Belgium Netherlands Portugal Spain Ireland New Caledonia Solomon Islands New Zealand Australia Sri Lanka China Taiwan Italy Denmark United Kingdom Iceland Azerbaijan Georgia Philippines Malaysia Brunei Slovenia Finland Slovakia Czechia Eritrea Japan Paraguay Yemen Saudi Arabia Northern Cyprus Cyprus Morocco Egypt Libya Ethiopia Djibouti Somaliland Uganda Rwanda Bosnia and Herzegovina North Macedonia Republic of Serbia Montenegro Kosovo Trinidad and Tobago South Sudan
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.

Connect your agent

Jsonify is an MCP server and a plugin. Connect from ChatGPT, Codex, Claude Code, Cursor or VS Code. For Teams, use a Copilot Studio agent. Same Jason, same datasets, same free tier.

codex plugin marketplace add https://github.com/jsonify/factory-plugin.git
codex plugin install factory

Then say: “build me a dataset of competitor product prices and availability, refreshed daily”. Full instructions per client on /connect.