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Fantasy Agent
AI research. Your philosophy. Your call.
Fantasy Agent is an AI general manager for Sleeper fantasy football leagues. You answer 24 questions about how you run a team — floor or upside, how fast you chase a breakout, how hard you bid on waivers — and that philosophy is what every call gets made from. Each week it reads your roster, injuries, snap counts, target share, defensive matchups, Vegas totals, weather and league news, then emails you the calls: waiver claims, trades, and start/sit decisions before the weekly deadlines.
Being a student, studying for certifications, researching and building my own projects eats up time that I could be spending researching for my fantasy football team. This obviously wasn't ideal, so I set out to build an autonomous AI agent who could manage my team for me.
The result is Fantasy Agent (footballagent.tech), an AI general manager for Fantasy Football leagues. It reads your league, works through lineup, waiver, and trade decisions using your own rules, and emails you its calls on your schedule. You make the final move.
How it works:
🔹 Perceive: pulls six data sources (Sleeper, ESPN, weather.gov, The Odds API, nflverse, and four news feeds) into one typed data bundle
🔹 Decide: Claude reasons over that week's actual data plus a "GM philosophy" written from the manager's own rules, not from guesses in its training data
🔹 Record: every call is saved to Postgres and graded hit or miss against real points
About Fantasy Agent on Product Hunt
“AI research. Your philosophy. Your call.”
Fantasy Agent was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #148 on the daily leaderboard. Fantasy Agent is an AI general manager for Sleeper fantasy football leagues. You answer 24 questions about how you run a team — floor or upside, how fast you chase a breakout, how hard you bid on waivers — and that philosophy is what every call gets made from. Each week it reads your roster, injuries, snap counts, target share, defensive matchups, Vegas totals, weather and league news, then emails you the calls: waiver claims, trades, and start/sit decisions before the weekly deadlines.
On the analytics side, Fantasy Agent competes within Sports, Football and Artificial Intelligence — topics that collectively have 494.7k followers on Product Hunt. The dashboard above tracks how Fantasy Agent performed against the three products that launched closest to it on the same day.
Who hunted Fantasy Agent?
Fantasy Agent was hunted by Niam LeStourgeon. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Fantasy Agent including community comment highlights and product details, visit the product overview.
Niam LeStourgeon