Ai Team Picker

Create Fair, Balanced Teams in Seconds with AI

Organising training matches and scrimmages is often one of the most time consuming jobs for coaches. Trying to split players into evenly matched teams can lead to one-sided games, frustrated players and endless debate over who should play where.

Invitem’s AI Team Picker removes the guesswork by automatically creating balanced teams based on each player’s ability rating. Coaches simply select the players attending a scrimmage, press one button and Invitem intelligently creates evenly matched teams ready for play.

If the coach wants to make changes, players can easily be moved between teams or the entire lineup can be remixed with another tap.

Once the teams are finalised, they’re published directly into the club chat where every player receives a push notification, making team organisation faster, fairer and far more enjoyable.

Key Benefits

Create balanced scrimmage teams automatically

Player ability ratings from 1 to 5

One tap AI team generation

Remix teams instantly

Drag and move players manually

Publish directly into club chat

Automatic push notifications

Record the final score after the game

Rate Every Player Once

Before using the AI Team Picker, the coach simply gives every player a skill rating between 1 and 5.

  • 1 = Beginner 
  • ⭐⭐ 2 = Developing 
  • ⭐⭐⭐ 3 = Average (default) 
  • ⭐⭐⭐⭐ 4 = Advanced 
  • ⭐⭐⭐⭐⭐ 5 = Elite 

Every new player automatically starts with a rating of 3, meaning the feature works immediately without requiring coaches to rate everyone individually.

These ratings remain stored for future scrimmages and can be updated whenever players improve throughout the season.

Works Seamlessly with RSVP

The AI Team Picker integrates directly with Invitem’s RSVP system.

Players simply accept the scrimmage invitation.

Once the coach is happy that everyone has responded, they open the RSVP attendee list and launch the AI Team Picker.

Only confirmed players are included, ensuring teams are always created from the players actually attending.

(We’ll cover the RSVP feature in more detail on its own dedicated feature page.)

AI Creates Balanced Teams in Seconds

Once launched, the AI Team Picker automatically analyses the player ratings and creates balanced teams.

The default setup creates two evenly matched teams, although future versions could support different team numbers.

Rather than simply splitting players randomly, Invitem balances the overall skill level across both sides, helping create competitive games that are enjoyable for everyone.

The initial team display is ordered by player ability, allowing coaches to quickly review the balance before publishing.

(Player names have been greyed out in the screenshot to protect the privacy of live club members.)

Full Control for Coaches

AI makes the first selection.

The coach makes the final decision.

If changes are needed, coaches can:

  • Move players between teams 
  • Swap players manually 
  • Update lineups 
  • Generate a completely new team allocation using Remix Teams 

This gives coaches complete flexibility while still saving enormous amounts of time.

Publish Teams Instantly

Once the coach is happy with the lineups, a single tap publishes the teams directly into the club chat.

Every selected player immediately receives a push notification letting them know the teams are ready.

When published, the player lists are automatically reordered into alphabetical order rather than skill order.

This is a small but important feature that keeps the focus on the game itself, rather than encouraging players to compare ability rankings.

Record the Final Score

The AI Team Picker doesn't stop once the teams have been announced.

After the scrimmage finishes, the coach simply records the final score.

The published chat post automatically updates, allowing everyone to see the match result.

Players can then continue chatting, celebrating victories and enjoying some friendly banter directly underneath the team announcement.

This transforms a simple team picker into a complete scrimmage management tool.

(Player names have been greyed out in the screenshot to protect the privacy of live club members.)

Fair Teams Create Better Training

Balanced teams lead to better sessions.

Players remain engaged.

Games stay competitive.

Coaches spend less time reorganising teams.

Nobody feels one side has an unfair advantage before the match even begins.

Instead of debating who should play where, coaches can focus on coaching while players focus on enjoying the game.

A Typical Training Session

The coach creates Sunday’s scrimmage RSVP.

Players confirm their attendance throughout the week.

Before training begins, the coach opens the RSVP responses and launches the AI Team Picker.

Within seconds, two evenly balanced teams are generated.

After making one small adjustment, the coach presses Publish Teams.

Every player immediately receives a push notification.

Training begins without the usual discussions about who should play on which side.

After the final whistle, the coach records the final score.

The updated result appears directly inside the club chat where players immediately begin discussing the game and planning the rematch.

Why Coaches Choose Invitem AI Team Picker

Traditional Team Selection Invitem AI Team Picker
Random teams AI balanced teams
Manual player sorting One tap team generation
Whiteboard planning Automatic player allocation
Endless team debates Balanced skill levels
Rewriting lineups Instant remix option
Separate messaging Publish directly to club chat
Manual score updates Scores linked to the published team

Invitem helps coaches spend less time organising teams and more time coaching.

Perfect For

Invitem has been designed to support clubs, teams and organisations of all sizes, making it the ideal solution for:

  • Football Clubs 
  • Soccer Clubs 
  • Ice Hockey Clubs 
  • Baseball Clubs 
  • Basketball Clubs 
  • Hockey Clubs 
  • Rugby Clubs 
  • Cricket Clubs 
  • Tennis Clubs 
  • Swimming Clubs 
  • Netball Clubs 
  • Martial Arts Academies 
  • Dance Schools 
  • Scouts and Youth Groups 
  • Schools 
  • Universities 
  • Community Organisations 
  • Charities 
  • Social Clubs 

Whether you’re organising a football training match, balancing teams for an ice hockey scrimmage, creating competitive basketball practice games or running small-sided rugby sessions, the AI Team Picker helps coaches build fair teams in seconds while making training more enjoyable for everyone.

Frequently Asked Questions

How does the AI Team Picker work?

The AI Team Picker uses player skill ratings to automatically create balanced teams from members who have accepted the RSVP invitation.

Coaches assign each player a rating between 1 and 5. New players automatically receive a default rating of 3 until the coach changes it.

Yes. Coaches can manually move players between teams or use the Remix Teams button to generate a completely new balanced lineup.

Yes. The AI Team Picker uses the RSVP attendance list, ensuring only confirmed players are included.

No. Published teams are reordered alphabetically before being shared, helping keep the focus on the game rather than player rankings.

Once teams are published, every selected player automatically receives a push notification and can view the teams directly in the club chat.

Yes. After the scrimmage, coaches can enter the final score, which is displayed on the published team post inside the chat.

Smarter Team Selection. Better Training Sessions.

The Invitem AI Team Picker transforms one of the most time consuming coaching tasks into a process that takes just seconds.

By combining player ability ratings, RSVP attendance, AI balanced team generation, instant publishing and score tracking into one seamless workflow, coaches can spend less time organising and more time delivering enjoyable, competitive training sessions.