JsonifyAI agents that extract structured JSON data from websites at scale

4.8 (4)

Reviewed by Daniel Nikulshyn·Updated May 2026

Web Scraping AI Agents Data Extraction API No-Code JSON Automation

Overview

Jsonify is a web data extraction platform that uses AI agents to pull structured information from online sources and return it as clean JSON. Instead of writing custom scrapers, users describe the data they want and Jsonify's agents navigate sites, parse content, and deliver results in a predictable schema. The tool is aimed at teams building data pipelines, market research workflows, lead enrichment, and any application that needs reliable structured data from the open web. It can handle large batches across millions of pages, making it suitable for both one-off extractions and ongoing monitoring tasks.

Key features

AI agents for autonomous web browsing
Schema-defined JSON output
Bulk extraction across many URLs
Natural language extraction instructions
API access for integration
Support for dynamic and JavaScript-heavy sites

Pricing

Model: Free
Category: Sales & Revenue Operations
Rating: 4.8 / 5 (4)

Use cases

Lead Enrichment from Company Websites

Extract contact details, team info, and company attributes from thousands of business websites into structured JSON for sales and CRM enrichment pipelines.

Market and Competitor Research

Monitor competitor pricing, product catalogs, and feature pages across many sites, returning consistent JSON records for ongoing analysis.

Building Data Pipelines

Use the API to feed clean, schema-defined web data into internal databases, dashboards, or ML workflows without maintaining custom scrapers.

Bulk One-Off Data Collection

Run large batch extractions across millions of URLs using natural language instructions, ideal for research projects or dataset creation.

Pros & Cons

Pros

No-code data extraction via natural language prompts
Scales across large numbers of sources
Returns clean, structured JSON output
Handles dynamic and complex page layouts

Cons

Usage costs can grow with high volume
Output quality depends on source site structure
Less control than custom-built scrapers

Reviews

4.8

Average from 4 ratings.

Mei-Ling Wong

Mar 3, 2026

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on aI agents for autonomous web browsing, and returns clean, structured JSON output caught me off guard. still, I'd recommend giving it a real trial.

Sanjay Gupta

Oct 25, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is schema-defined JSON output — handled better than most — and no-code data extraction via natural language prompts. Worth the time if this is your use case.

Tariq Aziz

Aug 27, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on aPI access for integration, and no-code data extraction via natural language prompts caught me off guard. Output quality depends on source site structure is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Olga Ivanova

Jun 17, 2025

Does the job

Pretty happy overall. Support for dynamic and JavaScript-heavy sites just works and no-code data extraction via natural language prompts. but no dealbreakers — I'd recommend it to a friend without hesitating.

Q&A

Can't ChatGPT just do this?

ChatGPT is a reasoning tool. Jsonify is data infrastructure. Different jobs. ChatGPT and similar tools are great for answering one-off questions, but they can't monitor sources continuously, can't deliver structured datasets at scale, have no reliable scheduling, and aren't designed for repeatable ETL. Jsonify runs thousands of extractions in parallel, produces typed schema-validated datasets, and delivers via dashboards, CSV, API, or Snowflake on a schedule. The two tools complement each other: Jsonify feeds the structured data; your team uses AI to reason over it.

Asked by Odalys Reyes · Feb 26, 2026

Is Jsonify just a web scraping tool?

No. Jsonify is a market intelligence platform that collects publicly available web data and then processes, normalizes, and analyzes it to produce structured insights. While Jsonify uses automated agents to access public webpages and documents, the core value lies in what happens after collection: extracting structured product and price data, matching it to real SKUs, tracking changes over time, and delivering analytics through dashboards, exports, and APIs, under customer-defined instructions and compliance controls.

Asked by Nils Johansson · Jan 30, 2026

What kind of data can Jsonify collect?

Jsonify collects publicly available product and market data from the web: product listings, prices, availability signals, menus, catalogs, and related commercial information across retailers, ecommerce sites, marketplaces, venues, and other public sources. It's also used to track regulatory and compliance signals, so teams can monitor rule changes across the markets they operate in.

Asked by Esther Adeyemi · Dec 23, 2025

How quickly can Jsonify be set up?

Jsonify doesn't rely on rigid templates or manual page configuration. Once target sources and products are defined, collection and analysis can begin quickly, with initial results often available in days rather than months. Coverage and update frequency expand from there.

Asked by Urszula Kowalczyk · Dec 17, 2025