YOUTUBE
From 100x RPM Loss to AI-Automated Growth
PRODUCT DESIGNER (IC)
2023
YOUTUBE
From 100x RPM Loss to AI-Automated Growth
PRODUCT DESIGNER (IC)
2023
YOUTUBE
From 100x RPM Loss to AI-Automated Growth
PRODUCT DESIGNER (IC)
2023
OVERVIEW
From 100x RPM Loss to AI-Automated Growth
Traditional creators face a 52-week "workflow tax"—manual editing prevents scale. I designed an AI engine to bridge the 100x RPM gap between Shorts and long-form, turning archives into high-yield lead magnets.
IMPACT
Low Effort Scaling: Reducing production overhead via end-to-end AI automation.
Revenue Optimization: Bridged the 100x RPM gap by turning Shorts into a high-value revenue funnel.
~5x Content Volume: Scaled creator presence across the feed using existing long-form assets.
PROBLEM
Production Burnout: Manual clip extraction is a compounding time-sink (52x/year).
The Revenue Wall: Shorts monetization is 10-100x lower than long-form, requiring massive volume to be viable.
Broken Funnel: Existing tools focus on "making clips," not "converting viewers" to the main channel.
APPROACH
AI Hook-Detection: Algorithms prioritize high-replayed segments to maximize "viral" potential.
One-to-Many Batching: Designed a workflow to generate large batches of content in a single session.
Conversion-First UI: Optimized the Shorts output to function as high-intent trailers for long-form videos.
CONTEXT
SELF INITIATED
TIMELINE
6 WEEKS
ROLE
PRODUCT DESIGN (IC)
CONTRIBUTIONS
UI/UX DESIGN
COMPETITIVE RESEARCH
COPYWRITING
PROTOTYPING
OVERVIEW
From 100x RPM Loss to AI-Automated Growth
Traditional creators face a 52-week "workflow tax"—manual editing prevents scale. I designed an AI engine to bridge the 100x RPM gap between Shorts and long-form, turning archives into high-yield lead magnets.
IMPACT
Low Effort Scaling: Reducing production overhead via end-to-end AI automation.
Revenue Optimization: Bridged the 100x RPM gap by turning Shorts into a high-value revenue funnel.
~5x Content Volume: Scaled creator presence across the feed using existing long-form assets.
PROBLEM
Production Burnout: Manual clip extraction is a compounding time-sink (52x/year).
The Revenue Wall: Shorts monetization is 10-100x lower than long-form, requiring massive volume to be viable.
Broken Funnel: Existing tools focus on "making clips," not "converting viewers" to the main channel.
APPROACH
AI Hook-Detection: Algorithms prioritize high-replayed segments to maximize "viral" potential.
One-to-Many Batching: Designed a workflow to generate large batches of content in a single session.
Conversion-First UI: Optimized the Shorts output to function as high-intent trailers for long-form videos.
CONTEXT
SELF INITIATED
TIMELINE
6 WEEKS
ROLE
PRODUCT DESIGN (IC)
CONTRIBUTIONS
UI/UX DESIGN
COMPETITIVE RESEARCH
COPYWRITING
PROTOTYPING
OVERVIEW
From 100x RPM Loss to AI-Automated Growth
Traditional creators face a 52-week "workflow tax"—manual editing prevents scale. I designed an AI engine to bridge the 100x RPM gap between Shorts and long-form, turning archives into high-yield lead magnets.
IMPACT
Low Effort Scaling: Reducing production overhead via end-to-end AI automation.
Revenue Optimization: Bridged the 100x RPM gap by turning Shorts into a high-value revenue funnel.
~5x Content Volume: Scaled creator presence across the feed using existing long-form assets.
PROBLEM
Production Burnout: Manual clip extraction is a compounding time-sink (52x/year).
The Revenue Wall: Shorts monetization is 10-100x lower than long-form, requiring massive volume to be viable.
Broken Funnel: Existing tools focus on "making clips," not "converting viewers" to the main channel.
APPROACH
AI Hook-Detection: Algorithms prioritize high-replayed segments to maximize "viral" potential.
One-to-Many Batching: Designed a workflow to generate large batches of content in a single session.
Conversion-First UI: Optimized the Shorts output to function as high-intent trailers for long-form videos.
CONTEXT
SELF INITIATED
TIMELINE
6 WEEKS
ROLE
PRODUCT DESIGN (IC)
CONTRIBUTIONS
UI/UX DESIGN
COMPETITIVE RESEARCH
COPYWRITING
PROTOTYPING
CONTEXT
Youtube’s race with TikTok is heating up
While TikTok leads in native short-form creators, Youtube needs to start playing catch up if it wants to keep up in the video space
CONTEXT
Youtube’s race with TikTok is heating up
While TikTok leads in native short-form creators, Youtube needs to start playing catch up if it wants to keep up in the video space
BUSINESS PROBLEM
Trailer-like clips on Shorts are extremely valuable for Youtube
Short-form video alone has low RPM rates, so Shorts that funnel users back to long-form is great for Youtube's bottom line (Youtube splits ad revenue 50/50)
BUSINESS PROBLEM
Trailer-like clips on Shorts are extremely valuable for Youtube
Short-form video alone has low RPM rates, so Shorts that funnel users back to long-form is great for Youtube's bottom line (Youtube splits ad revenue 50/50)
USER PROBLEM
But Youtubers are struggling to keep up with short-form creation
My research showed that they need help managing this addition to their weekly production load
USER PROBLEM
But Youtubers are struggling to keep up with short-form creation
My research showed that they need help managing this addition to their weekly production load
HYPOTHESE
There is an opportunity for Youtube to intervene
The solution is to build a way for youtubers to effortlessly turn their pre-existing long-form video content into Shorts. And in turn, help shape Shorts into a more profitable avenue of business
HYPOTHESE
There is an opportunity for Youtube to intervene
The solution is to build a way for youtubers to effortlessly turn their pre-existing long-form video content into Shorts. And in turn, help shape Shorts into a more profitable avenue of business
RESEARCH & COMPETITIVE AUDIT
My findings helped me narrow down to the following design principles
RESEARCH & COMPETITIVE AUDIT
My findings helped me narrow down to the following design principles
SOLUTION
An AI-powered tool that lets Youtubers create and publish batches of shorts from a single long-form piece of content
Unmute me in the video below to hear me chat through the details of my design
SOLUTION
An AI-powered tool that lets Youtubers create and publish batches of shorts from a single long-form piece of content
Unmute me in the video below to hear me chat through the details of my design
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