Apify

Jsonify vs Apify

An Actor for a source. A pipeline for the whole job.

Apify is a platform and marketplace for running Actors. Jsonify builds a connected pipeline for the dataset you need and maintains the extraction steps as sources change.

Sources reviewed 11 September 2026 · Prices in USD

When Apify fits

You have found an Actor that fits, want to write your own, or need a platform for deploying and composing scraping tools.

Read Apify’s product information ↗

When Jsonify fits

You want one brief to cover collection, matching, checks and delivery, with a visible revision when extraction code is repaired.

How Jsonify pipelines work →

What to compare in an evaluation

Actor capabilities, support and pricing vary by publisher. Apify supports scheduling and datasets, so this is not a one-off-versus-recurring comparison. Review the selected Actor’s maintenance record and who owns the processing between its output and your final dataset.

Apify: product details

Look at the run after the source changes.

A retailer moves its price field. Jason diagnoses the failed step, repairs the code and checks a sample before activating a new revision.

Look for the revision, the verification result and the next published run. Repairs that cannot be verified need further investigation.

How repairs work →
retail_pricesv24
  1. v23

    Published

    8,412 verified rows delivered.

  2. v23 → v24

    Repaired

    Price field moved. Extraction code updated.
    Sample verified before activation.

  3. v24

    Published again

    8,427 verified rows delivered with the repaired code.

Illustrative run history. Revisions and counts are example data, not a customer incident or a measured comparison.

The pipeline behind the rows.

Collect websites and apps in parallel, then match and check the results.

Pipeline revision v24
00 / BRIEF

Track grocery product prices, promotions and stock across retailer websites and mobile apps. Match identical SKUs and pack sizes and publish a daily dataset with changes.

01 / SOURCES Product catalog SKUs, brands and retailers 02 / COLLECT IN PARALLEL Read retailer websites Price and promotion details Read retailer apps Stock and app-only offers 03 / PROCESS & VERIFY Match products Pack size, SKU and brand 04 / PUBLISH Email report Retail prices Comparable shelf prices Snowflake XLSX
Illustrative pipeline. Customize the sources, fields, schedule and delivery.

Compare the price and the unit.

A row, a page, a credit and a software subscription buy different things.

Jsonify

Radar collection: 100 rows per month free. Estimate any monthly volume.

Radar rows / monthMonthly estimate (USD)
100Free
1,000$49 minimum
5,000$49 minimum
50,000~$199
100,000~$252
500,000~$499
1,000,000~$799
Over 1,000,000Contact us

Billed at month end for rows actually collected. Up to 100 rows free; $49 minimum above 100. Up to 100 rows per month: no charge. From 101 to 5,000 rows: $49. Above 5,000, billing scales smoothly with actual usage.

Rows that passed checks, repaired pipelines when sources change, and delivery to Sheets, Snowflake or your agent over MCP.

Compare the cost of a maintained dataset, including the time spent building, checking and repairing collection. Benchmark Enterprise Quote journeys are available through enterprise, not self-serve.

Choose your row volume →

Apify

$19/ month + usage · Starter

$19 in prepaid usage each month; additional usage is billed separately. Free includes $5/month in usage. Actor event fees and platform usage depend on the Actor selected.

View Apify’s pricing source ↗

Reviewed 11 September 2026. Annual-billing rates are labelled; taxes, add-ons and negotiated terms may differ. Compare an equivalent source list, refresh schedule, output and support scope.

Try it with your own sources.

Describe the data you need. Build for free with 100 rows a month, no credit card required.

Connect your data assistant

Build datasets and work with your data in ChatGPT, Claude, Teams or another assistant.

Connect in ChatGPT

  1. Open Settings → Security and login and enable Developer mode.
  2. Open Plugins and select + to create a connection. Name it Jsonify, add a short description, and paste the URL below.
  3. Use OAuth for authentication, select Create, and sign in to your Jsonify account when prompted.
  4. Start a new chat and select Jsonify from + → More, then describe your dataset.
Server URLhttps://factory.jsonify.com/mcp

If Developer mode is unavailable, your plan or workspace settings may restrict custom connections.

Official ChatGPT setup guide ↗

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