Nicolas Jackson’s spell at Chelsea left many observers questioning his reliability in front of goal. He missed a large number of clear‑cut opportunities and earned a reputation as a finisher who struggled to convert. Yet that perception does not automatically mean that top‑flight clubs are making a mistake by pursuing the Senegalese forward. In fact, a deeper look at the data and the opinions of seasoned analysts suggests a more nuanced picture.

At the MIT Sloan Sports Analytics Conference earlier this year, Brentford owner Matthew Benham offered a perspective that resonates strongly with Jackson’s case. Benham argued that a striker’s ability to find the right positions is far more telling than the raw number of goals they score. He explained, "There is an awful amount of randomness in finishing.

If you show me two players who each scored 15 goals last season, but one created twice as many chances, I’d rather have the player with the higher chance volume." This viewpoint shifts the focus from finishing efficiency to the underlying skill of getting into dangerous areas. Benham, whose analytical approach has helped Brentford punch above their weight, cited Everton’s Beto as an example of a player whose positional sense outweighed his finishing record. The same logic can be applied to Jackson. "The fact that he is getting in position for the shot, that is really important for us," Benham said, underscoring that Jackson’s movement is a key asset.

When it comes to locating the spaces that lead to shots, few players have been more consistent than the often‑criticised Jackson. Statistical analysis over the past decade – considering every Premier League player with at least 5,000 minutes of play and excluding penalties – shows that only Erling Haaland boasts a higher expected‑goals (xG) per 90 minutes figure. In other words, Jackson is a genuine "chance magnet" who repeatedly finds himself in the right spot to threaten the net. During his two seasons at Chelsea, Jackson did manage to reach double‑figure goal tallies, but his conversion rate was disappointing.

Out of 61 clear‑cut chances in the Premier League, he found the back of the net just 18 times. That ratio lagged behind the league’s most clinical finishers and ultimately contributed to Chelsea’s decision to explore other options. The pattern repeated, albeit with some variation, during his loan stint at Bayern Munich.

Jackson continued to demonstrate an uncanny knack for positioning, and his goal return – 11 in all competitions despite starting only 15 matches – was impressive enough to earn praise from the Bavarian giants. In the Bundesliga, only Harry Kane posted a superior rate of open‑play goals per 90 minutes, with Kane averaging 0.79 compared to Jackson’s 0.72.

While the difference is modest, it highlights Jackson’s ability to produce at a high level when given sufficient minutes. Bayern’s coach, Vincent Kompany, has publicly defended Jackson against undue criticism. Kompany noted that when a team is performing well, there is a tendency to single out individual players for scrutiny without justification.

He added, "The guy has not done anything wrong, he trains extremely well, he won the AFCON, but there are always stories about a player or two." Kompany’s endorsement underscores that Jackson’s work ethic and tactical discipline were recognized at the highest level. According to Bayern legend Lothar Matthäus, Kompany was eager to retain Jackson, but the financial demands were prohibitive. The German club reportedly set a price that Chelsea was unlikely to meet, leaving Jackson available for other suitors. Aston Villa, fresh from splashing a British‑record £117 million on Morgan Rogers from Chelsea, now face a different set of constraints.

The club cannot take Jackson on loan because they already have Alejandro Garnacho from Chelsea, and UEFA regulations treat any additional Chelsea sales within 45 days of the Rogers deal as a swap arrangement. Nevertheless, Villa’s manager Unai Emery believes he can extract more from Jackson than anyone else. Emery’s influence on Jackson’s development is well documented. Their partnership at Villarreal proved pivotal, with Jackson crediting Emery for teaching him the finer points of movement and decision‑making on the pitch.

In a Sky Sports interview, Jackson explained, "When I was in Senegal, I knew how to play but I didn’t understand how to run on the pitch. I was just running like crazy, taking the ball and dribbling. He changed all that and made me into a different kind of player." Jackson’s most memorable moment under Emery came when he scored the decisive goal in Villarreal’s emotional farewell match against Almería, following the death of the club’s beloved vice‑president José Manuel Llaneza.

Emery later summed up his view of the forward, saying, "He has to evolve so that his work for the team can be transformed into effectiveness." The manager’s comment hints at a belief that Jackson’s raw positional talent still requires refinement to become a truly lethal finisher. At only 25 years old, Jackson still has ample time to mature. By comparison, Villa’s current striker Ollie Watkins is already 30, while Tammy Abraham – who spent a loan spell at Villa last season – is 28. The age gap suggests that Villa could benefit from a younger, more adaptable forward who still possesses a high ceiling.

If Emery can replicate the developmental environment he created at Villarreal, there is a realistic prospect that Jackson’s conversion rate will improve dramatically. The manager’s track record of enhancing players’ tactical awareness, combined with Villa’s need for a forward who can both create and finish chances, creates a compelling narrative. In summary, while Jackson’s goal‑scoring numbers have been inconsistent, his underlying attributes – exceptional positioning, relentless movement, and a proven ability to generate high‑quality chances – make him a valuable asset. An Emery reunion at Aston Villa could provide the coaching stability and tactical framework needed to turn those abundant opportunities into a steady flow of goals, unlocking the full potential of a player who many still consider underrated.