Financial Services
Comparable Company Data


Access crucial financial benchmarks and operational insights — effortlessly sourced from global competitors and public disclosures
SOURCES
What comparable company sources do we read?
Our Comparable Company Data product sources critical financial benchmarks and operational insights from 11 reputable platforms, including sec.gov, investing.com, and financialtimes.com. These sources provide comprehensive monitoring of independent comparable companies, focusing on key metrics such as revenue growth rates, market share distribution, and operating margins. By utilizing public financial disclosures, we ensure that you have access to the most relevant and up-to-date information available in the market.
100x faster
than manual data collection
DATASET
What comparable company data does it find?
The dataset includes essential columns such as Product/Category, Company, Metric/Value, Year, and Region, allowing for a structured analysis of financial performance across different sectors. This normalized dataset is designed to facilitate comparisons between companies, making it easier to identify trends and benchmarks. With this data, you can effectively evaluate the financial health and operational efficiency of your competitors.
90%
faster than manual audits.
ANALYTICS
Understanding the comparable company dataset
Our dashboard features 12 powerful widgets, including a pie chart for Market Share Distribution by Sector and a bar chart for Comparison of Operating Margins. You can also visualize Revenue Trends Over the Last 5 Years with a line chart, while the horizontal bar chart highlights the Top 10 Performing Companies by Net Income. These analytical tools provide a clear overview of the competitive landscape, enabling you to make informed decisions based on real-time data.
20+
ANALYTICS AND REPORTING TOOLS INCLUDED
NOTIFICATIONS
When do we get comparable company alerts?
Stay informed with our enabled alert rules, which notify you of any significant changes in the financial performance of comparable companies. You can set up alerts to receive updates via email, ensuring you never miss critical information that could impact your business strategies. This proactive approach allows you to react swiftly to market shifts and competitor movements.
95%
REDUCED MANUAL CHECKS
INTEGRATIONS
Where does comparable company data go?
Our Comparable Company Data product seamlessly integrates with various platforms, including API, Google Sheets, and Snowflake, allowing for easy data management and analysis. With these integrations, you can effortlessly incorporate financial benchmarking insights into your existing workflows. This flexibility ensures that you can access and utilize the data in a way that best suits your operational needs.
100+
SERVICES TO CONNECT
INITIAL DEPLOYMENT
Limited-scope pilot
You can get started with free test data instantly!
Exact pilot scope and pricing depends on the geographic ranges and data breadth.
Most teams land around €3,000/month for these scoped deployments.
"Jsonify has saved us thousands of hours of manual data collection. The core AI data platform is powerful and versatile, automating nearly every process we need."

Cole Gottdank
Co-Founder, Helicone, YC W23
FAQ
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 of the platform 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. Jsonify does not simply retrieve raw webpages. It transforms publicly accessible information into actionable intelligence for business use, under customer-defined instructions and compliance controls.
What kind of data can Jsonify collect?
Jsonify collects publicly available product and market data from the web, such as product listings, prices, availability signals, menus, catalogs, and related commercial information. This includes data from retailers, ecommerce sites, marketplaces, venues, and other public sources relevant to market visibility and competitive analysis.
How does Jsonify turn raw web data into something usable?
After collecting data, Jsonify extracts structured information, normalizes inconsistent naming, and matches it to real products or SKUs. The platform then aggregates and analyzes this data over time, making it usable through dashboards, charts, exports, or APIs — rather than leaving you with raw pages or unstructured text.
What makes Jsonify different from basic scraping or monitoring tools?
Most tools either collect raw data or monitor individual pages. Jsonify goes further by operating at scale across many sources, handling messy real-world data, matching it to product catalogs, and delivering analytics that answer business questions like coverage, pricing, and competitive presence — not just “what changed on a page.”
What kinds of use cases does Jsonify support?
Jsonify is used for market visibility and competitive intelligence use cases such as tracking product presence, pricing, and availability across markets; monitoring launches and distribution gaps; benchmarking competitors; and understanding how products are represented across channels and geographies.
How do teams actually use the outputs?
Teams use Jsonify through interactive dashboards in Jsonify Studio, scheduled exports (CSV or Excel), or APIs that feed internal BI tools and workflows. This allows insights to be shared across trade marketing, sales, category management, ecommerce, and analytics teams.
How quickly can Jsonify be set up?
Jsonify does not rely on rigid templates or manual page configuration. Once target sources and products are defined, data collection and analysis can begin quickly, with initial results often available in days rather than months. Coverage and update frequency can then be expanded over time.
USECASES






