Manchester City recruitment report reveals role of 650,000-player database

Manchester City use a database of 650,000 footballers to help identify transfer targets, according to a new BBC Sport report examining the club's recruitment operation. The report describes how statistical analysis and traditional scouting have supported a squad overhaul that has left only four players from City's 2023 Treble-winning campaign at the club.

The process begins with a brief defining the type of player City need, rather than a position alone. Full-backs, for example, are separated by whether they defend, move into midfield or operate high and wide. Analysts apply filters to produce an initial list of between 20 and 50 names, then compare those candidates with players identified by scouts.

Further assessment reduces the shortlist to about six players. Checks cover injury history, athletic performance and behaviour, with findings assembled into individual acquisition reports. Those documents examine immediate and potential contributions, playing time and comparisons with footballers in similar roles. Valuation work then helps narrow the options to two or three, with multiple candidates pursued in case circumstances change.

BBC Sport highlighted the £116m signing of Elliot Anderson as an example of why the numbers require interpretation. His initial statistical profile at Nottingham Forest did not place him high on City's longlist. Analysts considered how Forest's style and his deeper positioning affected those readings, then modelled his potential contribution in a side operating with more possession and closer to the opposition goal.

Anderson's metrics improved as the season progressed, prompting regular scouting attention. The combined assessment gave City confidence to proceed even when the price exceeded their own valuation, the BBC reported. Sporting director Hugo Viana told the broadcaster that data supported the midfielder's profile, while scouts and performance specialists helped establish whether his qualities suited the club. He also stressed that statistics cannot fully capture character, mentality or behaviour.

The same operation informs decisions about existing players and longer-term squad planning. According to the report, City use data to identify signs of declining performance before deciding how to replace players. Their internal projections suggest the current squad will reach its peak in two to three years. That remains a forecast, rather than a guaranteed outcome, within a recruitment process that continues to rely on human assessment alongside its statistical models.