AetherAETHER
AETHER PRODUCT
LIVE

Second Take

Production tools for a fantasy football media brand.

The full technical backbone behind Second Take Fantasy Football: a mock draft engine with a real player pool and live per-pick grading, a trade analyzer with scarcity-aware value modeling and bye-week conflict detection, and a rankings platform wired directly to a live, editable data source.

Visit secondtakefantasyfootball.com
3
production tools shipped
Live
data, not static content
Per-pick
live draft grading
Scarcity-aware
trade value modeling
THREE PRODUCTION TOOLS

Shipped as tools. Not prototypes.

01

Mock Draft Engine

A full mock draft simulator with a real, current player pool. Every pick is graded live against positional value, roster construction context, and draft position — not a static tier list. The engine models how real drafts move: ADP drift, positional runs, scarcity signals.

Real Player PoolLive Per-Pick GradingADP ModelingPositional Scarcity
02

Trade Analyzer

Trade evaluation built on scarcity-aware value modeling — not raw point projections. The analyzer accounts for bye-week conflicts, positional depth, roster construction, and the actual cost of replacing what you're giving up. It tells you whether a trade makes your team better, not just whether the numbers add up.

Scarcity-Aware ModelingBye-Week Conflict DetectionRoster ConstructionValue Delta
03

Live Rankings Platform

A rankings system wired directly to a live, editable data source — not a static spreadsheet published once a week. Rankings update as the underlying data changes, with the editorial layer sitting on top of a real data pipeline rather than a manually maintained document.

Live Data PipelineEditable SourceReal-Time UpdatesEditorial Layer
THE BUILD PHILOSOPHY

Media brands need infrastructure, not spreadsheets.

Fantasy football media is full of tools that look like products but run on Google Sheets and manual updates. Second Take needed the opposite: tools that hold up under real usage, update from real data, and give the editorial team actual leverage instead of more maintenance work.

Every tool on the platform was built to production standards — real data models, real pipelines, real grading logic. The mock draft engine doesn't simulate a draft; it runs one. The trade analyzer doesn't look up a value chart; it models the actual roster impact. The rankings platform doesn't publish a static list; it reads from a live source.

That's the standard Aether applies regardless of industry. The fact that it's fantasy football doesn't change what 'production-ready' means.

The same infrastructure, built for your brand.

If you're running a sports media brand — or any content business that needs real tooling behind it — we build the infrastructure that makes the editorial layer actually work.