Watch any match and you'll see collective play. Read any post-match analysis and you'll see individual stats. This gap grows wider every day.
Millions of posts, live commentary feeds, match reports — all generated at massive scale during every matchday.
But they all rely on the same individual-centric narratives: "Player X scored", "Player Y assisted". The collective effort that made it possible? Invisible.
35% of goal value in football comes from players who don't get credited in traditional G/A stats.
Entire phases of play, entire types of players — the creators, the progressors, the space-makers — simply disappear from the narrative.
"The way football is covered today doesn't reflect the way football is played. And the gap is getting worse as content generation scales.", a famous journalist at Canal+ told us recently.
Continuously monitors football content streams — posts, captions, live commentary, headlines.
AI agents identify what's missing: the collective context, the sequence, the roles, the teammates.
Injects the missing context automatically — enriching narratives without changing the flow.
Vinicius Junior hasn't been decisive for Real Madrid in the last 10 matches this season, 0 goal, 0 assist.
0 goal & 0 assist ≠ 0 impact.
UCL GW3 -vs Juventus: 70% contribution on the winner goal scoring action (without scoring/assisting)
LaLiga GW10 -vs Barça: 45% contribution on the winner goal sequence (without scoring/assisting) 🔍
Reality: Vinícius shapes sequences, read him by goal Contribution (gC), not just G/A. ⚽
The agent identifies key games and sequences where Vinícius had a major impact on the collective play, even without scoring or assisting. It injects this context into the narrative, transforming "0 goal, 0 assist" into a deeper story of influence and decisive contribution.
Context Lens sits on top of existing content flows. Media platforms, livescore apps, social feeds — no need to rebuild infrastructure.
One API call, and your content becomes context-aware.
Built for live matchdays. Contextualizes content as it's being generated — posts, commentary, updates.
Scales to millions of content pieces across multiple languages and platforms.
Football online storytelling has become data-driven, but built on reductive, individual stats in a collective game.
Context Lens exists to reshape how football performance is perceived, discussed, and valued online.
Public perception today is shaped by simplified metrics: goals, assists, and individual highlights — affecting even major trophies like the Ballon d'Or.
With Context Lens: deploy AI agents that defend and enhance on-pitch reputation through objective, contextual analysis — at scale, in real time, directly where narratives form.
Market value is increasingly driven by collective opinion, dominated by the wisdom of crowds on Transfermarkt. Visibility and framing now directly affect careers and transfers.
With Context Lens: shape perception before it shapes value by making collective impact visible in public football discourse.
The volume of football content is exploding — but most analysis still relies on outdated, individual-centric storytelling.
With Context Lens: create context-native content by default. Be early in the shift toward collective-aware football narratives.
Football discussion is increasingly shaped by automated stats, rankings, and highlights — often detached from what actually happened on the pitch.
With Context Lens: access in real time the complete story behind every goal, every win — and engage with football on a deeper level.