What is Comparisonator?

Comparisonator: A Football Intelligence Platform

Profile

Origins

Modern football is awash with raw event data. Yet the fundamental challenge facing recruitment analysts has never been a shortage of numbers; it has always been context. A winger registering twenty goals in one league may be operating in a completely different tactical environment and against a vastly lower calibre of opposition than a player producing half those figures in a top European division.

It was this exact problem that K. Tarkan Batgün set out to solve. With dual Australian and Turkish citizenship and more than twenty years of analytical experience spanning clubs, federations, and agencies across Australia, Europe, Türkiye, and Saudi Arabia, Batgün built one of Turkey’s earliest dedicated scouting enterprises before founding Comparisonator. The platform operates as an algorithmic universal translator for football metrics, transforming raw data into instantly readable, contextualised intelligence for competitive analysis and transfer market decision-making. His guiding principle is precise: data means nothing without integratable context.

His guiding principle is precise: data means nothing without integratable context.

What Comparisonator Does and Product Range

Comparisonator functions as an acceleration engine for the recruitment process. Rather than forcing a scout or sporting director to navigate clunky spreadsheets or cross-reference variables across multiple disconnected platforms, the system normalises performance data to enable instantaneous side-by-side player comparisons across more than one hundred global competitions.

The platform delivers its intelligence through a specialised ecosystem of tailored products:

• Virtual Transfer: Seamlessly simulate dropping a player from their current domestic competition into a target league to instantly visualise how their performance metrics project against competitors in that position.
• CompAI: An AI powered scout that auto-generates deep algorithmic insights, allowing recruitment teams to uncover hidden tactical patterns and performance efficiencies in seconds.
• CompaPotential: A forward-looking projection engine designed to evaluate a player’s growth trajectory and predict their development curve within future team setups.
• Recruitment Shop: An intelligent global marketplace that streamlines player discovery, enabling users to find, assess, and shortlist targets based on precise structural, positional, and financial parameters.
• Physical Data: A dedicated module integrating advanced GPS and athletic metrics with on-ball events to deliver a comprehensive view of a player’s true physical output, fully normalised for league context.
• My Portfolio: A personalised workspace where scouts and sporting directors can track targets, build custom shortlists, and manage ongoing transfer dossiers.
• Women’s Football Data: A fully integrated database tailored to the unique tactical and performance metrics of the women’s global game, covering ninety leagues with AI-powered parameters.
• Similarity Comparison: Select any player and instantly surface their closest statistical equivalents worldwide, providing one-click replacement options.
• GBE Points Calculator: A dedicated eligibility assessment tool for clubs operating within the UK recruitment framework.

What Makes It Different

Traditional analytics platforms typically demand a dedicated data analyst and substantial processing time before usable comparative insights reach decision-makers. Comparisonator’s defining characteristic is the combination of simplicity and speed. By automating the data normalisation process entirely, the platform empowers non-technical professionals, sporting directors, head coaches, and traditional scouts, to execute complex scouting tasks in seconds.

The platform does not attempt to replace the human eye or video analysis. It provides an objective, evidence-based structure that narrows the global search universe early in the recruitment cycle, protecting clubs from costly blind spots and directing human attention precisely where it is most needed.

The platform does not attempt to replace the human eye or video analysis.

Global Reach and Vision

Comparisonator serves elite professional clubs, national federations, and top-tier agencies across multiple continents. Its client portfolio includes clubs and organisations from European top-flight football, Major League Soccer, and beyond. The platform’s long-term vision centres on the democratisation of data intelligence, ensuring that every club, regardless of budget or geography, has access to the same quality of analytical insight as the world’s largest organisations. By bridging traditional scouting intuition with evidence-based recruitment architecture, Comparisonator is redefining the standards of modern football decision-making.

Key Takeaways

• Comparisonator normalises player performance data across more than one hundred global competitions.
• The platform combines AI, physical data, recruitment tools and player comparison within one ecosystem.
• Comparisonator is designed to complement human scouting by helping professionals identify which players merit deeper evaluation.

Our Exclusive Interview with K. Tarkan Batgün

Many traditional decision-makers remain deeply sceptical of or intimidated by raw data. How does Comparisonator overcome this barrier, and where does physical data fit into the ecosystem?

The flaw in raw statistics is context. A simple stat line tells you nothing about when or why an action happened. Comparisonator addresses this through a machine-learning engine that has processed four to five years of comprehensive global football data, mapping the relative strengths of different league levels, team structures, and individual player baselines.

Our proprietary AI Points system is the core of this. Players accumulate points based on a complex matrix: the quality of the opposition, the quality of the league, the precise tactical action, and the geographic location of that action on the pitch. The system distinguishes whether a centre forward scored a decisive winner or the fifth goal in a blowout. It calculates whether a goal came from a high xG chance, a penalty, or a low-probability long shot. These dynamics change every week, and our point system condenses thousands of variables into one true, transferable number that simulates how a performance translates across leagues.

Physical Data operates under the same logic. We do not deliver raw GPS figures that are meaningless without context. We normalise fitness metrics into a single seasonal indicator. A manager needing a fast, high-intensity centre forward can instantly filter the global market for the exact athletic profile that suits both their tactical system and the physical demands of their league. CompAI then translates all of this into clear, natural human-language reports, removing the fear of data entirely and turning numbers into instant, actionable football intelligence.

Clubs and agencies are constantly racing to unearth talent early. How does Comparisonator help recruitment teams filter the most suitable players in a crowded global market?

Finding talent is no longer about identifying the best player on paper. It is about finding the most suitable player for a highly specific tactical and financial blueprint. This is precisely why we developed the Recruitment Shop.

Users have two distinct paths. The first is manual precision filtering: a recruitment analyst can specify a left wing-back with an Italian passport playing in the German lower divisions, set a minimum height of 1.80 metres, dual-footed ability, a strict transfer budget of €300,000, and elite metrics in dribbling and defensive duels. The platform delivers a precise global shortlist in seconds. The second path is AI automation: the user describes their ideal profile in natural language and CompAI takes over, converting performance data into the context of any target league worldwide while simultaneously projecting that player’s expected output in their new environment.

What truly differentiates the Recruitment Shop is its integration of financial data alongside sporting metrics. The platform estimates salary requirements, blending technical, physical, league-context, and financial parameters into a single interface. Clubs and agencies never waste time pursuing players who are either tactically incompatible or financially out of reach.

Agencies are evolving rapidly in the AI era. What has Comparisonator changed in how agencies manage their clients and validate their players to modern clubs?

The era of an agent calling a sporting director to ask whether they need a centre forward is over. Modern clubs already know exactly which positions they need to fill. The real question is what specific profile of centre forward fits their manager’s system. An agent still sending a Transfermarkt link is leaving the club to do all the evaluation work. Those days are finished for Comparisonator users.

The new process begins with the agent studying the target club’s playing style directly within our platform. They use Virtual Transfer to simulate their client in that specific squad, verifying side by side whether the player can genuinely succeed in that ecosystem. CompAI generates the analytical report in clear prose instantly. For young players, CompaPotential forecasts future growth metrics. Rather than chasing decision-makers on the phone, agents deliver structured tracking reports every two weeks, a professional pipeline that naturally prompts clubs to deploy a scout or review video footage. That is the new reality of the transfer market.

How does Comparisonator help a club remove the guesswork when evaluating a player from a completely different continent?

The primary issue in cross-continental transfers is that clubs fall in love with reputations rather than actual performance metrics. The question is always the same: can they do it in our league? Our platform takes the raw statistics and runs them through our normalisation algorithms. Using Virtual Transfer, a sporting director can immediately see exactly where a target would rank against their current squad depth. CompaPotential extends that analysis across the full length of a multi-year contract, evaluating how the player matures over time. It transforms the transfer conversation from a subjective gamble into a calculated, objective risk.

Many traditional scouts remain sceptical of data-heavy platforms. How does Comparisonator complement live human scouting rather than compete with it?

We do not believe data or AI should ever make a transfer decision in isolation. The process is a collaborative loop. Comparisonator’s filters apply the initial layer of analysis, narrowing the global market to identify which players genuinely merit deep video analysis. Human scouts, who remain the true heart of recruitment, then take over. They watch the targets live, compiling structural reports across multiple matches to evaluate character, positioning, and context.

Once those scout reports return, everything flows back into the Comparisonator ecosystem for the final comprehensive evaluation. Decision-makers combine human and data intelligence to compare targets side by side, facilitating objective discussions with coaching staff and club personnel. Physical Data and CompAI narrow thousands of candidates to a precise shortlist of ten. Scouts save those targets directly to My Portfolio for active monitoring. We do not replace the scout’s eye. We make sure they are looking in the right direction.

We do not replace the scout’s eye. We make sure they are looking in the right direction.

FAQ

What is Comparisonator?

Comparisonator is a football intelligence platform designed to normalise, filter, and compare player performances side by side across more than one hundred global competitions, making complex data instantly accessible to any football professional.

What specific tools does the platform offer?

The ecosystem includes Virtual Transfer for league projection, CompAI for automated analysis and report generation, CompaPotential for future growth forecasting, the Recruitment Shop for market-wide talent filtering, Physical Data for athletic output analysis, Similarity Comparison for one-click player equivalents, the GBE Points Calculator for UK eligibility assessment, Women’s Football Data, and My Portfolio for target management.

Does it require data-science skills to use?

No. Unlike raw data feeds, Comparisonator’s interface is fully automated and designed to be used immediately by any football professional, regardless of technical background.

Who uses Comparisonator?

The platform is utilised by elite professional clubs, national federations, top-tier agencies, and individual scouts worldwide, ranging from European top-flight organisations to MLS clubs and international federations.