Football Technology

How it works · The current pilot

Your team.
Your next decision.

A focused pickup list, lineup checks, and the case for who to keep or drop—built around your ESPN league.

Inside the app

Your decisions, at a glance.

Example dashboard

A move and the reason behind it.

Start with the pickup, bid and one clear reason. The recommended drop stays alongside it.

Example pickup dashboard showing player headshots, one pickup and recommended drop, suggested bid, and a separate watchlist candidate.
Enlarge screenshot ↗

Getting started

From your league to your next move.

  1. Connect your team

    Sign in with an approved pilot account and paste your ESPN team link. Private leagues need two session values; our screenshot guide walks you through it.

  2. Check your team

    The engine reads your current roster and available players, selects the league week automatically, and checks roster fit, completed-game workload and lineup concerns.

  3. Review the tradeoff

    Compare the pickup with what you’d give up. Make your choice in ESPN, then refresh the report to reflect your changed roster.

Inside your dashboard

Four tabs. The decision comes first.

Pickups

Who is worth a roster spot?

Up to five available players, ranked for your team. See the main reason first, then expand for evidence, a suggested drop and bid when supported, or a clear reason to hold.

Lineup

Who should start?

Review injured starters, eligible bench alternatives, weekly projections, and role or team-injury concerns. Kickoff deadlines help you act before players lock.

My Team

How is my team doing?

Your starters, bench, waiver budget and matchup in one place. ESPN projections give way to points scored as games progress, with final scores when available.

Ask

What’s behind the call?

Ask follow-up questions about your saved report. Open the supporting evidence, coverage notes and recent reporting when you want more detail.

Urgent lineup alerts stay visible across tabs.

Behind the recommendations

Football evidence, with the tradeoffs attached.

The engine filters and scores the player pool using code and football data. A recommendation refresh includes a public-news check for the top pickup when available. Follow-up answers help explain the evidence.

League fit and the case for keeping your players

Your scoring, positional needs, roster limits, availability and remaining waiver budget shape the recommendations. The shortlist currently focuses on quarterbacks, running backs, receivers and tight ends.

For a recommended pickup, the report leads with one selected drop, its keep/drop tradeoff, and what would change the call. Other players considered are tucked into a separate comparison. It considers depth-chart position, injury-stash upside, recent role and whether the pickup actually improves an eligible starting slot.

Opportunity before touchdowns

Where verified data is available, the engine looks at carries, targets, snap and target shares, and expected points from the quality of rushing and receiving opportunities. That can surface useful workload before it turns into a big fantasy score.

Expected points measure the quality of a player’s past opportunities. Coverage notes show which games and players have data.

Lineup, opponent and team-injury context

ESPN projections for your league are the baseline. The engine compares eligible, unlocked starter and bench options, then adds available workload, opponent and dated injury context—including relevant quarterback and offensive-line injuries.

Team injuries add context to the ESPN projection. Position-specific defensive matchup grades are not available yet.

Player news and AI follow-ups

Choose “Refresh recommendations” to update your ESPN report and check public news about your top pickup. No separate news checkbox is needed. Ceramic searches for reporting and Grok assesses qualifying evidence. Sources are checked for relevance, publication dates and supporting text; when evidence is insufficient, the app says so.

In Ask, Grok answers follow-ups using your saved report, with your permission. Follow-ups use that report rather than a fresh search.

Research is limited to a selected candidate and cached when possible. Browsing tabs or opening player details does not make an AI call.

What gets shared and saved

Your private-league session is stored encrypted so you don’t have to reconnect each visit. ESPN may expire it. You can delete the saved connection in Settings.

ESPN cookies and account/contact details are excluded from AI requests. Public-player research uses public player information; team-specific questions require your permission to share the football context shown in the consent notice. Read the privacy details →

When to check

Match the check to the decision.

  • After games finishRefresh for new workload signals as results are published. An incomplete week can still offer clues; coverage notes show what’s missing.
  • Before your league’s waiver deadlineCompare adds, drops and budget. Waiver claims follow your league’s processing and tiebreak rules; free agents may be available immediately.
  • Before your players kick offRecheck injuries and bench alternatives. Thursday, early international and Monday games can mean different decision times for different players.
How fresh is my report?

Recommendations refresh when you request a check; opening the dashboard shows your saved report. The dashboard displays its timestamp and next available refresh. Lineup advice older than 30 minutes requires a new check before it can offer current decisions.

Matchup scores update separately while the browser page is visible, generally every two minutes during live games. Final scores can receive stat corrections. News checks may reuse checked sources for up to six hours; its timestamp is shown separately.

Alerts in this pilot: warnings appear in the dashboard. Email, text and push alerts are not active yet.

Bring your own team.

Approved for the friends pilot? Connect ESPN and run your first check.