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Personalizing the Live Sports Experience

Surfacing live sports on the TV home screen around what viewers actually want to watch.

PRODUCTNETBOXFOCUSANDROID TVEVIDENCEConcept validation + résumé-reported interaction result
Personalizing the Live Sports Experience cover
PRODUCT CONTEXT

One TV. Many content providers.

NetBox is an Android TV box with its own launcher, bringing VOD services into one experience. Sports discovery had to work from the sofa, with a remote, without asking viewers to know which app held the match.

Viewer intent
My team's next match
↓NetBox launcher
One discovery layer
Provider AProvider BProvider C
01 / LIVE SPORTS DISCOVERY

The match existed. Finding it was the product problem.

Viewers arrived with a specific intent, yet the TV asked them to search across apps, remember broadcasters and repeatedly check whether a match was live.

~30%Evening searches were sports-related
<15%Search click-through
~31%Immediate sports-app exits
SEARCH DATA

Intent was already there.

Sports represented about 30% of searches between 6 and 10 pm. Under 15% click-through suggested the results were not converting that intent into viewing.

SESSION RECORDINGS

Opening an app was not success.

About 31% exited a sports app immediately when the expected match was not visible. The useful unit was reaching content, not entering a provider.

IN-PERSON OBSERVATION

The phone was doing the TV's job.

Viewers checked broadcasters on mobile, then navigated the TV with a remote. Finding a match took roughly five minutes across that fragmented journey.

SUCCESS CRITERIA, NOT MEASURED OUTCOMESFrom five minutes to under two.

Move the experience from searching for a broadcaster to recognizing the next relevant match.

~5 min baseline→<2 min target
Search CTR 20%+Launcher exits <20%Feature adoption ≥35%Engagement 30%+

Time-to-content aimed for a reduction greater than 60%. Adoption meant following at least one team in the first month.

BEFORE / EVIDENCE PATH
01Check phone
→
02Search TV apps
→
03Open and leave
→
04Find the match
02 / INSIGHT & EXPLORATION

We tested the destination, not only the card.

01

Generic live highlight

Quick to build and easy to notice. A shared editorial pick still asks fans to find their own match.

02

Dedicated sports hub

A scalable home for sports. Better organization adds navigation and another decision before playback.

03

Follow teams on Home

A little setup creates repeat value. Relevant matches return to the launcher with the shortest discovery path.

SELECTED
03 / THE EXPERIENCE

The next match, on Home.

Personalize the launcher around followed teams, upcoming matches and clear live states.

Original NetBox live-sports interface showing a relevant match on the launcher
Original project screen · the next match appears in the launcher, reducing the detour through providers.
SMART BANNER LOGIC

Stay available until the first team is followed.

  • AudienceUsers with 0 followed teams
  • PlacementBottom of “For You”
  • PersistenceAcross app and device restart
  • ContentCMS-driven and reusable
FOLLOWING A TEAM

Two entry points, one predictable mental model.

01Long-press any team

Hold the remote's selection button, then use the check state to confirm the team is followed.

02Follow from the team page

The same action remains available in context when users explore fixtures.

03Followed Teams row

A persistent Sports row makes favorites visible, with actions to add or unfollow a team.

04Two-hour match trigger

A match within two hours takes the fourth card in the first For You row, keeping its location predictable.

INTERACTIVE TILE SYSTEM

One card, three unmistakable states.

LIVEOpen the stream now
UPCOMINGShow kickoff and countdown
NO MATCHKeep the row calm
04 / OUTCOME

Less searching. More watching.

+18%Next-match interactions · résumé result
<2 minTime-to-content · design target

Evidence boundary: the case-study source documents research, concept testing and KPI targets. The +18% interaction result comes from my résumé; final time-to-content and target attainment are not published. The +14% subscription result belongs to a separate purchase-journey project.

INTERACTIVE PROTOTYPEOpen prototype in Figma ↗Opens in a new tab
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© 2026 Sara JahanbakhshDesigned with clarity and curiosity ✦

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