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PRODUCT CASE

LCK CRACKER

I found what esports fans wanted to understand, then turned missed match context into short-form, long-form, and a reusable data metric.

  • Role: PM, content planning, audience-response analysis, new formats, and metric design
  • Period: Jan 2023 to Jan 2024
  • Status: public YouTube channel

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Why a New Channel Needed a Different Reason to Exist

Most esports fans already knew the score and key moments before opening another channel. Repeating highlights could not create a strong reason to click or return.

I studied recurring questions in comments and audience response:

  • Why did this moment change the match?
  • Why did two teams with similar results feel so different?
  • Which decisions were easy to miss on screen?
  • Where did fan intuition and the data disagree?

The problem changed from “provide more match information” to “give fans a perspective that lets them understand the match again.”

Turn Questions Into Formats and a Shared Language

FormatJobDesign unit
Short-formDiscovery and entryOne surprising, comparative, or hidden-context question
Long-formDepth and trustA claim supported by match evidence and a narrative
Data metricRepeatable explanationA common language for comparing how teams build advantage

Short-form was not a compressed long-form video. It focused on one immediately compelling question. Long-form gave viewers a claim and enough evidence to follow the reasoning.

Problems Solved While Building

Fan Curiosity: Find the Missing Perspective, Not the Known Result

  • Observed problem: Repeating results and highlights made a new channel interchangeable.
  • Observation: Fans responded more strongly to surprise, comparison, and a perspective they had missed.
  • Decision: Make the content unit a question, not a match recap.
  • Execution: Built a question-led short-form format and fed audience response into the next topic.
  • Observed change: One 2M-view short and multiple 500K+ pieces.

Format Jobs: Give Discovery and Deep Understanding Different Forms

  • Observed problem: Short-form could not explain a full match pattern; long-form alone was hard to discover quickly.
  • Decision: Short-form should earn attention, while long-form should build explanation and trust.
  • Execution: Planned curiosity-led shorts and narrative analytical long-form as separate products.
  • Observed change: A 370K-view long-form video and contribution to 5,000 subscribers within six months of launch.

Gold Acquisition Rate: Turn Fan Intuition Into a Comparable Metric

  • Observed problem: Win rate and final gold alone did not explain how teams created advantage.
  • Observation: Fans could feel differences in team operations but lacked a shared comparison language.
  • Decision: Convert that intuition into a metric that could be applied across teams.
  • Execution: Designed gold acquisition rate and a ten-team analysis around it.
  • Observed change: A metric with the same name later appeared in official-channel data the following season.

Public Outcomes

  • One 2M-view short
  • Multiple pieces above 500K views
  • One 370K-view long-form video
  • Contribution to 5,000 subscribers within six months
  • Ten-team analysis using gold acquisition rate

Views and channel growth were team outcomes shaped by topic, on-screen talent, editing, timing, and operation. My contribution centered on translating fan needs into questions, formats, and a metric.

Inspect the Work

This work taught me to read behavior and response for the real problem, then turn it into a format people could understand and return to.

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