For years, supporters built their own routes through the game. They searched for fixtures, followed journalists, debated on Reddit and moved between podcasts, videos and fan forums.
Agentic AI compresses that journey. Tools such as ChatGPT can search, filter and summarise on a fan’s behalf, presenting a small number of curated answers instead of a sprawling list of links. Williams’s wider warning is that AI is moving from helping supporters navigate football to interpreting it for them.
That gives the systems shaping those answers enormous influence over how clubs, players and competitions are understood.
The material being assessed is not limited to official club channels. Reddit discussions, podcasts, YouTube debates, interviews, news reports and Wikipedia can all feed the narrative built around a team or sponsor.
For Williams, that means vague marketing language will struggle. Clear, repeated and recognisable ideas are more likely to stand out than generic claims about passion, innovation or community. A club’s identity, its players and its commercial partners will need to tell a consistent story across every corner of the football conversation.
This is where Liverpool’s early adoption matters. The challenge is no longer simply producing more content; it is creating signals that remain meaningful when machines summarise the sport.
Williams expects AI recommendations to become commercialised in much the same way search became a business. Football, powered by emotion and belonging as much as information, could be especially valuable territory.
The next major test arrives with the 2026 World Cup. The question will be whether clubs and sponsors can earn a place in AI-generated recommendations without reducing football’s messy, passionate culture to a few predictable keywords.