FieldScout

Your league, with an analyst built in.

A league's home: the week's matchup, the standings and Scout AI's call

A fantasy football platform that runs your whole league, with Scout AI behind every screen.

FieldScout's Big Board
Company
FieldScout
Years
2025–present
Team
Independent project
Role
Designer and developer

At a glance.

If we met in an elevator, this is what I’d tell you.

Droplist → FieldScout

FieldScout runs fantasy football leagues and live drafts, and Scout AI does the research: plain-English answers, weekly projections that show their checks, start or sit calls with a confidence score, and lineup moves it can make for you on Sunday. I design and build it myself, from product and brand to the full-stack app. It started as Droplist, a way to rank players into tiers.

Scout AI works behind every screen.

Plain-English answers, and start or sit calls that show their checks and a confidence score.

Scout AI's weekly projection, with every check it made

How FieldScout compares.

Every platform runs your league. FieldScout also does the research.

FieldScout against Yahoo, ESPN and Sleeper

Why

The league here. The research over there.

Every league I’d played in ran on an app that managed the league and little else. The research lived in other tabs, often behind a subscription that disappeared when you stopped paying, and when a tip said start this player, nothing said why.

    Ask Scout

    Ask, don’t filter.

    Scout AI working through a question, one check at a time

    Instead of a wall of filters, there’s one box. Ask which receivers on your waiver wire are getting the most targets, and Scout AI shows each step as it works, then returns a ranked list you can act on.

    Agent Scout

    Set it, then watch the game.

    Some calls can’t be made until Sunday morning. Tell Scout to start Jordan Addison if Justin Jefferson is ruled out, and it checks inactives at 11:30 AM ET and makes the swap if it needs to.

      Advanced stats

      The numbers you actually read.

      Advanced stats for wide receivers

      Pick your columns, from target share and yards per route run to snap percentage, and sort by any of them, for the season or the last three weeks.

      Where it is now

      Live at fieldscout.gg.

      What started as Droplist, a way to sort receivers into tiers, now runs whole leagues. I build it from a written spec, architecture and design system, and every change goes through a branch and a review before it ships.

      Liveat fieldscout.gg
      1person, from brief to production
      500+commits, April to August 2026
      6checks behind every weekly projection

      Let's build incredible0→1 products together.

      0→1 products =UrUser Research+UxUser Experience Design+PtPrototyping+TsTesting