USA TODAY's sportsdata.usatoday.com launched in 2021 on a data provider that could not hold. By 2023 RTW was brought in to rebuild the frontend, migrate to a reliable real-time feed, and wire the platform for scale: live scores, NFL Draft tracker, parlay calculator, and betting legality map. Dozens of dynamic pages, all live data, still running on active retainer.
When USA TODAY built sportsdata.usatoday.com in 2021, it ran on a data provider that turned out to be unreliable. Feed inconsistencies, real-time gaps, and scaling limitations were undermining the platform before it had a chance to prove itself. By 2023 the question was no longer "how do we iterate" - it was "how do we rebuild the foundation without losing the surface." That is what RTW was brought in to do.
The scope of the rebuild covered the full frontend stack: Next.js and React with a GraphQL data layer, TypeScript for type-safe feed normalization, and a component architecture designed to support what sportsdata.usatoday.com actually needed to be: not a single dashboard but a multi-tool, multi-sport platform. Live scores. Standings. An NFL Draft tracker. A parlay calculator. A state-by-state betting legality map. Dozens of pages, each with a live data dependency, all built from a shared component system.
The engagement has been active since. RTW has stayed on retainer through the rebuild and feature expansion, working in iterative cycles with close coordination between the frontend team and Gannett's backend and editorial teams across two continents. The platform is live with the NFL Draft page, legality map, parlay calculator, and NBA scores all running production data today.
The platform was live and users were on it. Every data feed dependency had to be rebuilt against the new provider API contract without triggering visible breakage across existing pages and tools.
Sports data changes constantly: live scores, in-game events, and live odds. Any normalization error or caching miss shows up immediately as a wrong number to a reader who knows the score.
NFL scoring, MLB innings, NBA overtime - each sport has structural logic that has to live in the normalization layer, not as an afterthought in the UI.
Game days bring simultaneous events with high-frequency updates. The GraphQL layer had to handle concurrent feed subscriptions without degrading response time or dropping updates.
RTW and Gannett teams operate across different time zones. Work had to be structured so blocked tasks never waited for a synchronous answer, with ownership clear at every API boundary.
Super Bowl Sunday, draft night, playoff runs - the frontend had to be engineered for peak traffic from the start, with caching and rendering strategies that did not degrade under national attention.
Rebuilding a live sports platform is not the same as building one. The existing surface had users; we could not take it down while replacing what was underneath. The work was structured so the new data layer and component system could be validated in parallel, then swapped in progressively - sport by sport, tool by tool.
Mapped existing data dependencies and failure points. Evaluated providers against feed reliability, real-time latency, sports coverage, and TypeScript-friendly API contracts.
Built the GraphQL server layer and TypeScript normalization logic that translated raw feed data into sport-correct, component-ready shapes.
Rebuilt the frontend with shared score tables, standings grids, stat blocks, live update wrappers, and responsive data cards.
Connected each product surface progressively: score dashboards first, then draft tracker, parlay calculator, and betting legality map.
Joint QA with Gannett data and backend teams covered feed edge cases, scoring rules, normalization accuracy, and peak-traffic rendering behavior.
After cutover, RTW transitioned into active retainer: iterating on existing tools, adding sports coverage, and supporting Gannett feature work.
The core of sportsdata.usatoday.com is live scores, standings, and game stats across major sports leagues. The 2023 rebuild replaced an unreliable data provider with a stable real-time feed wired through a TypeScript normalization layer.
LIVE - NFL / NBA / MLB
Beyond scores and standings, the platform needed to support specific sports moments and decisions. RTW built the NFL Draft tracker, parlay calculator, and state betting legality map on the same GraphQL contract.
TOOLS - LIVE DATA
A multi-sport platform needs the same visualization logic to work for NFL records, MLB batting averages, and NBA player stats. The component library made visual consistency and data accuracy part of the same contract.
DATA - MULTI-SPORT
01 / Live scores dashboard - NFL / NBA / MLB
02 / NFL Draft tracker - round-by-round picks
03 / Parlay calculator - odds + potential payout
04 / State betting legality map - jurisdiction view
05 / Mobile sports data - game-day experience
06 / Team stats depth - standings + player breakdown
Every live-data platform lives or dies on what is upstream. Before writing components, provider reliability, feed edge cases, and normalization tests need to be validated against real data samples.
Scoring rules, innings counts, overtime, stat definitions, and feed quirks are not UI details. They belong in tested data logic before they reach components.
When teams span continents, ambiguous ownership becomes delay. RTW and Gannett split the work at clear data and frontend boundaries so tasks could move without waiting on shared time zones.
Multi-year retainers on live sports data, election coverage, and editorial platforms. If your platform needs to hold up when everyone is watching - and the score has to be right - we would like to hear about it.
