Gemba Trend Engine

person holding black android smartphone

AI is terrible at inventing new ideas. But it is masterful at recombining existing information in the world to facilitate new invention by humans.

Besties Unboxed
Besties Unboxed
Under the Bed Secrets
Under the Bed Secrets
Moments of Love
Moments of Love
Trust Falls
Trust Falls
Bridge of Fate
Bridge of Fate
Everyday Heroes
Everyday Heroes
Motherless
Motherless
The Arrecon Chronicles
The Arrecon Chronicles
Cosmic Vibes
Cosmic Vibes
Sleek & Style
Sleek & Style
Inflatable Team Spirit
Inflatable Team Spirit
Uncle’s Glory Days
Uncle’s Glory Days
Snack Attack
Snack Attack
Animal Antics: Betrayal in the Wild
Animal Antics: Betrayal in the Wild
Concert Chronicles
Concert Chronicles
Everyday Heroes
Everyday Heroes
Mexico: Your Stage
Mexico: Your Stage
Behind Closed Doors
Behind Closed Doors
The Real Life Squad
The Real Life Squad
Room Reimagined
Room Reimagined
Say It or Run Away
Say It or Run Away
Rescue Mission: Voices from the Shadows
Rescue Mission: Voices from the Shadows
Otis & Friends: The Great Toy Heist
Otis & Friends: The Great Toy Heist
Chasing the Wrong Ship
Chasing the Wrong Ship
Song Battles: The Copyright Chronicles
Song Battles: The Copyright Chronicles
Explosions Uncovered
Explosions Uncovered
Fridge Frenzy
Fridge Frenzy
Doggo Taste Testers
Doggo Taste Testers
Gifted Angels
Gifted Angels
Storm Stories: Surviving Nature’s Fury
Storm Stories: Surviving Nature’s Fury
Hidden Lives
Hidden Lives
Behind the Headlines
Behind the Headlines
LOL: The TikTok Reaction Show
LOL: The TikTok Reaction Show
Love & Laughter: The Realities of Marriage
Love & Laughter: The Realities of Marriage
Society’s Mirror: The Dark Truth
Society’s Mirror: The Dark Truth
Animal Antics: The Sleep Chronicles
Animal Antics: The Sleep Chronicles
Dance Off: Cultural Exchange
Dance Off: Cultural Exchange
The Dark Side of Cute
The Dark Side of Cute
Paws & Plates
Paws & Plates
Trial by Public Opinion
Trial by Public Opinion
Spider Panic
Spider Panic
Shop & Celebrate
Shop & Celebrate
Dance Duo Diaries
Dance Duo Diaries
Batik & Beyond
Batik & Beyond
Vibe Check: Women in Music
Vibe Check: Women in Music
Cruise Control: Life on The Odyssey
Cruise Control: Life on The Odyssey
Neighborhood Chronicles
Neighborhood Chronicles
Grandfriend Connections
Grandfriend Connections
Dance Spotlight: The Story Behind the Moves
Dance Spotlight: The Story Behind the Moves
Blast from the Past: NFL Edition
Blast from the Past: NFL Edition
Cousin Chronicles
Cousin Chronicles
Family Ties
Family Ties
Wild Encounters: Hakuna Matata
Wild Encounters: Hakuna Matata
Dive Beyond Expectations
Dive Beyond Expectations
Melodies of the Mind
Melodies of the Mind
Wedding Crashers: Telenovela Edition
Wedding Crashers: Telenovela Edition
Legacy of the Joker
Legacy of the Joker
Pose Play: The Art of Expression
Pose Play: The Art of Expression
Pastry Magic
Pastry Magic
Assembly Line Adventures
Assembly Line Adventures
Hilarious Prenatal
Hilarious Prenatal
Baby Food Adventures
Baby Food Adventures
Celebrity Showdown
Celebrity Showdown
Rizz Academy
Rizz Academy
Dancing in the Rain
Dancing in the Rain
Mexico Is Your Stage
Mexico Is Your Stage
Life Hacks Unleashed
Life Hacks Unleashed
Help in the Moment
Help in the Moment
Edit Masters
Edit Masters
Cowboy Celebrations
Cowboy Celebrations
Paranormal Encounters: Late Night Chronicles
Paranormal Encounters: Late Night Chronicles
Building Community: The New Suburbia
Building Community: The New Suburbia
Goodbye, Tupperware
Goodbye, Tupperware
DIY Giant Tech
DIY Giant Tech
Study or Starve
Study or Starve
Curious Creatures
Curious Creatures
Real Talk: Parenting Unfiltered
Real Talk: Parenting Unfiltered
Divine Encounters
Divine Encounters
Money for Nothing
Money for Nothing
Future Leaders Club
Future Leaders Club
Caught in the Act
Caught in the Act
Memories of Love
Memories of Love
Festival Follies
Festival Follies
Hot to Go: The Kids’ Creativity Showcase
Hot to Go: The Kids’ Creativity Showcase
Cartoon Chronicles
Cartoon Chronicles
Experiment Outfits Unleashed
Experiment Outfits Unleashed
Against the Current
Against the Current
Unexpected Returns
Unexpected Returns
Bizaardvark Reunited
Bizaardvark Reunited
Singing Sphere
Singing Sphere
Game Day Showdown
Game Day Showdown
Cooking Chronicles with Mursid
Cooking Chronicles with Mursid
Beyond the Skin: Love Unfiltered
Beyond the Skin: Love Unfiltered
TikTok Trends Unplugged
TikTok Trends Unplugged
Baby Oil Chronicles
Baby Oil Chronicles
Gym Shenanigans
Gym Shenanigans
Orange Skies: California Chronicles
Orange Skies: California Chronicles
Rich Kids of America
Rich Kids of America
Dimelo: The Confusion Chronicles
Dimelo: The Confusion Chronicles
Wild Child Chronicles
Wild Child Chronicles
GTA: The Trolling Chronicles
GTA: The Trolling Chronicles
Closing Time: The Final Farewell
Closing Time: The Final Farewell
Doris & Friends: The Talent Showcase
Doris & Friends: The Talent Showcase
Restaurant Exposé: The Shocking Truth
Restaurant Exposé: The Shocking Truth
Escape from Sonic’s Nightmare
Escape from Sonic’s Nightmare
Minecraft Champions
Minecraft Champions
Nighttime Mysteries: The Unexpected Encounters
Nighttime Mysteries: The Unexpected Encounters
The Viral Pursuit
The Viral Pursuit
Smooth Edits: The Viral Video Challenge
Smooth Edits: The Viral Video Challenge
Survival Mode: Ecuador
Survival Mode: Ecuador
Dance Off: Generations United
Dance Off: Generations United
Blessing in Two Minutes
Blessing in Two Minutes
Echoes of the Night
Echoes of the Night
Innocent Until Proven
Innocent Until Proven
Dad Talks
Dad Talks
Sacred Grounds
Sacred Grounds
On the Line
On the Line
Daddy’s Crying Lessons
Daddy’s Crying Lessons
Concert Chronicles
Concert Chronicles
Cosmic Reflections: Celebrating Igbo Futurism
Cosmic Reflections: Celebrating Igbo Futurism
Canine Concerts
Canine Concerts
Behind the Curtain: Hollywood’s Dark Secrets
Behind the Curtain: Hollywood’s Dark Secrets
Crowd of Faith
Crowd of Faith
Whiskers & Wonders
Whiskers & Wonders
Wild Encounters: Living on the Edge
Wild Encounters: Living on the Edge
Family Feuds Unfiltered
Family Feuds Unfiltered
Surprise Party Chronicles
Surprise Party Chronicles
Farm School
Farm School
Life in Miniature
Life in Miniature
The Game’s Edge
The Game’s Edge
Robbery Reports: Real Stories Behind the Badge
Robbery Reports: Real Stories Behind the Badge
Behind the Headlines
Behind the Headlines
Blessings & Dreams
Blessings & Dreams
Gifted Reactions
Gifted Reactions
Wonders of Nature
Wonders of Nature
Debate Unplugged
Debate Unplugged
Braving the Storm
Braving the Storm
Dad’s Storytime
Dad’s Storytime
Flowers of Emotion
Flowers of Emotion
Heartfelt Moments
Heartfelt Moments
Petting the Badge
Petting the Badge
Art in Action
Art in Action
Unlocking the Ordinary
Unlocking the Ordinary
Love Language: Gifts
Love Language: Gifts
Family Bonds: Beyond the Screen
Family Bonds: Beyond the Screen
Hollywood Exposed
Hollywood Exposed
Aerial Adventures
Aerial Adventures
Kiss of Life
Kiss of Life
Family Dynamics Unplugged
Family Dynamics Unplugged
Dance Paws
Dance Paws
Rainbow Adventures
Rainbow Adventures
Lift & Laugh
Lift & Laugh
Mission: Lidl
Mission: Lidl
Tech Unboxed
Tech Unboxed
Caught in the Act
Caught in the Act
Hands On Healthy Eating
Hands On Healthy Eating
Wealth & Wisdom
Wealth & Wisdom
Social Tactics: The Game of Wit
Social Tactics: The Game of Wit
Paw-sitive Reactions
Paw-sitive Reactions
Winston’s Worries
Winston’s Worries
Building Hope
Building Hope
Confrontation Nation
Confrontation Nation
Yellow Flower Chronicles
Yellow Flower Chronicles
Symphony of Creatures
Symphony of Creatures
Voices of the Unheard
Voices of the Unheard
Unfiltered Adventures
Unfiltered Adventures
Lasting Love: The Final Chapter
Lasting Love: The Final Chapter
Kids in the Wild
Kids in the Wild
Robots on the Beat
Robots on the Beat
Life Reimagined
Life Reimagined
Beauty Unboxed
Beauty Unboxed
Heartfelt Memories
Heartfelt Memories
Dance Like Beomgyu
Dance Like Beomgyu
Concert Confessions
Concert Confessions
Sympathy Symptoms
Sympathy Symptoms
Global It Girls
Global It Girls
Wild Leaps
Wild Leaps
Family Prank Wars
Family Prank Wars
Cluckin’ Challenges
Cluckin’ Challenges
Compete & Conquer
Compete & Conquer
Moo Deng’s World
Moo Deng’s World
Runway Resilience
Runway Resilience
Gibbon Encounters
Gibbon Encounters
Makeup Mayhem: The Commentary Show
Makeup Mayhem: The Commentary Show
Escalator Chronicles
Escalator Chronicles
Moments of Serenity
Moments of Serenity
Crush Confessions
Crush Confessions
Viral Vibes
Viral Vibes
Pet Panic
Pet Panic
Voices of Unity
Voices of Unity
Politics Unplugged
Politics Unplugged
Voices for Justice
Voices for Justice
Sisterly Bonds: The Unofficial Guardians
Sisterly Bonds: The Unofficial Guardians
Love Busters: The Untold Stories
Love Busters: The Untold Stories
Runway Revelations
Runway Revelations
What To Watch: The Reviewer Challenge
What To Watch: The Reviewer Challenge
Hollywood Exposé: Behind the Smoke
Hollywood Exposé: Behind the Smoke
Tech Mythbusters
Tech Mythbusters
Date Dilemmas
Date Dilemmas
Academy of Dreams
Academy of Dreams
PlayPause
previous arrow
next arrow

The seeds of ideas in the slider above range in quality from “what the hell is this?” to “WOW, that’s actually a pretty good idea, I’d probably watch that!” This auto-generated stochastic variety is the point.

It fills an absence that commercial technology has built barriers around.

Culture has been so heavily digitized, your exposure to new ideas now is curated & personalized by AI for commercial gain – that is, AI never sleeps to maintain your attention in ways that a TV feed was capable of before.

If this is the case, how do you get exposed to new ideas in the digital fabric of our screens?

There are a LOT of seeds of ideas here, and they are all generated from the most extremely viral videos in the past 7 days – collectively billions of views.

Given their extreme trending nature, it would be unwise to ignore them.

grayscale photo of woman in white shirt

Welcome to the Gemba Trend Engine

I used to work in TV development, and we used to say, “A great TV show idea can come from anywhere. A book you read, a comedian you saw, a new article, an experience – great ideas can come from anywhere!”

Well generative AI and TikTok are everywhere, and are arguably the cultural pulses of the world right now.

This is a prototype ideation engine currently calibrated to

  1. Use multimodal AI to “watch” as many trending TikToks from the last 7 days.
  2. Generate unscripted TV show ideas from each (currently the top 300 most viewed TikToks of the last 7 days).
  3. Compile each idea into a tidy one-sheet pitch and post on this site here.

In a nutshell, this watches mass volumes of viral videos for you, scalable to tens-of-thousands per day and presents them in tidy TV pitch format.

Treat this like a bizarre museum or an antique shop where the highest value will not be obvious, but there are diamonds hiding in there.

The best ideas are only decrypted by the most creative human minds.

Gemba isn’t about digitizing creativity. Its about reprogramming the world with AI to bring human creativity to new frontiers.

BROWSE ALL IDEAS HERE ->

person standing near six paintings inside gallery

Latest Generated Ideas

Explore By Category

adventure beauty challenges comedy community competition creativity culture dance DIY documentary docuseries education emotional stories empowerment entertainment family Fashion friendship fun heartwarming humor lifestyle love mental health Music nature Non-Scripted nostalgia parenting personal stories pets reality reality show reality TV relatable relatable content relationships resilience social media storytelling technology TikTok viral viral trends

Show ideas generated from top trending TikTok videos in the last 7 days.

Besties Unboxed
Besties Unboxed
Under the Bed Secrets
Under the Bed Secrets
Moments of Love
Moments of Love
Trust Falls
Trust Falls
Bridge of Fate
Bridge of Fate
Everyday Heroes
Everyday Heroes
Motherless
Motherless
The Arrecon Chronicles
The Arrecon Chronicles
Cosmic Vibes
Cosmic Vibes
Sleek & Style
Sleek & Style
Inflatable Team Spirit
Inflatable Team Spirit
Uncle’s Glory Days
Uncle’s Glory Days
Snack Attack
Snack Attack
Animal Antics: Betrayal in the Wild
Animal Antics: Betrayal in the Wild
Concert Chronicles
Concert Chronicles
Everyday Heroes
Everyday Heroes
Mexico: Your Stage
Mexico: Your Stage
Behind Closed Doors
Behind Closed Doors
The Real Life Squad
The Real Life Squad
Room Reimagined
Room Reimagined
Say It or Run Away
Say It or Run Away
Rescue Mission: Voices from the Shadows
Rescue Mission: Voices from the Shadows
Otis & Friends: The Great Toy Heist
Otis & Friends: The Great Toy Heist
Chasing the Wrong Ship
Chasing the Wrong Ship
Song Battles: The Copyright Chronicles
Song Battles: The Copyright Chronicles
Explosions Uncovered
Explosions Uncovered
Fridge Frenzy
Fridge Frenzy
Doggo Taste Testers
Doggo Taste Testers
Gifted Angels
Gifted Angels
Storm Stories: Surviving Nature’s Fury
Storm Stories: Surviving Nature’s Fury
Hidden Lives
Hidden Lives
Behind the Headlines
Behind the Headlines
LOL: The TikTok Reaction Show
LOL: The TikTok Reaction Show
Love & Laughter: The Realities of Marriage
Love & Laughter: The Realities of Marriage
Society’s Mirror: The Dark Truth
Society’s Mirror: The Dark Truth
Animal Antics: The Sleep Chronicles
Animal Antics: The Sleep Chronicles
Dance Off: Cultural Exchange
Dance Off: Cultural Exchange
The Dark Side of Cute
The Dark Side of Cute
Paws & Plates
Paws & Plates
Trial by Public Opinion
Trial by Public Opinion
Spider Panic
Spider Panic
Shop & Celebrate
Shop & Celebrate
Dance Duo Diaries
Dance Duo Diaries
Batik & Beyond
Batik & Beyond
Vibe Check: Women in Music
Vibe Check: Women in Music
Cruise Control: Life on The Odyssey
Cruise Control: Life on The Odyssey
Neighborhood Chronicles
Neighborhood Chronicles
Grandfriend Connections
Grandfriend Connections
Dance Spotlight: The Story Behind the Moves
Dance Spotlight: The Story Behind the Moves
Blast from the Past: NFL Edition
Blast from the Past: NFL Edition
Cousin Chronicles
Cousin Chronicles
Family Ties
Family Ties
Wild Encounters: Hakuna Matata
Wild Encounters: Hakuna Matata
Dive Beyond Expectations
Dive Beyond Expectations
Melodies of the Mind
Melodies of the Mind
Wedding Crashers: Telenovela Edition
Wedding Crashers: Telenovela Edition
Legacy of the Joker
Legacy of the Joker
Pose Play: The Art of Expression
Pose Play: The Art of Expression
Pastry Magic
Pastry Magic
Assembly Line Adventures
Assembly Line Adventures
Hilarious Prenatal
Hilarious Prenatal
Baby Food Adventures
Baby Food Adventures
Celebrity Showdown
Celebrity Showdown
Rizz Academy
Rizz Academy
Dancing in the Rain
Dancing in the Rain
Mexico Is Your Stage
Mexico Is Your Stage
Life Hacks Unleashed
Life Hacks Unleashed
Help in the Moment
Help in the Moment
Edit Masters
Edit Masters
Cowboy Celebrations
Cowboy Celebrations
Paranormal Encounters: Late Night Chronicles
Paranormal Encounters: Late Night Chronicles
Building Community: The New Suburbia
Building Community: The New Suburbia
Goodbye, Tupperware
Goodbye, Tupperware
DIY Giant Tech
DIY Giant Tech
Study or Starve
Study or Starve
Curious Creatures
Curious Creatures
Real Talk: Parenting Unfiltered
Real Talk: Parenting Unfiltered
Divine Encounters
Divine Encounters
Money for Nothing
Money for Nothing
Future Leaders Club
Future Leaders Club
Caught in the Act
Caught in the Act
Memories of Love
Memories of Love
Festival Follies
Festival Follies
Hot to Go: The Kids’ Creativity Showcase
Hot to Go: The Kids’ Creativity Showcase
Cartoon Chronicles
Cartoon Chronicles
Experiment Outfits Unleashed
Experiment Outfits Unleashed
Against the Current
Against the Current
Unexpected Returns
Unexpected Returns
Bizaardvark Reunited
Bizaardvark Reunited
Singing Sphere
Singing Sphere
Game Day Showdown
Game Day Showdown
Cooking Chronicles with Mursid
Cooking Chronicles with Mursid
Beyond the Skin: Love Unfiltered
Beyond the Skin: Love Unfiltered
TikTok Trends Unplugged
TikTok Trends Unplugged
Baby Oil Chronicles
Baby Oil Chronicles
Gym Shenanigans
Gym Shenanigans
Orange Skies: California Chronicles
Orange Skies: California Chronicles
Rich Kids of America
Rich Kids of America
Dimelo: The Confusion Chronicles
Dimelo: The Confusion Chronicles
Wild Child Chronicles
Wild Child Chronicles
GTA: The Trolling Chronicles
GTA: The Trolling Chronicles
Closing Time: The Final Farewell
Closing Time: The Final Farewell
Doris & Friends: The Talent Showcase
Doris & Friends: The Talent Showcase
Restaurant Exposé: The Shocking Truth
Restaurant Exposé: The Shocking Truth
Escape from Sonic’s Nightmare
Escape from Sonic’s Nightmare
Minecraft Champions
Minecraft Champions
Nighttime Mysteries: The Unexpected Encounters
Nighttime Mysteries: The Unexpected Encounters
The Viral Pursuit
The Viral Pursuit
Smooth Edits: The Viral Video Challenge
Smooth Edits: The Viral Video Challenge
Survival Mode: Ecuador
Survival Mode: Ecuador
Dance Off: Generations United
Dance Off: Generations United
Blessing in Two Minutes
Blessing in Two Minutes
Echoes of the Night
Echoes of the Night
Innocent Until Proven
Innocent Until Proven
Dad Talks
Dad Talks
Sacred Grounds
Sacred Grounds
On the Line
On the Line
Daddy’s Crying Lessons
Daddy’s Crying Lessons
Concert Chronicles
Concert Chronicles
Cosmic Reflections: Celebrating Igbo Futurism
Cosmic Reflections: Celebrating Igbo Futurism
Canine Concerts
Canine Concerts
Behind the Curtain: Hollywood’s Dark Secrets
Behind the Curtain: Hollywood’s Dark Secrets
Crowd of Faith
Crowd of Faith
Whiskers & Wonders
Whiskers & Wonders
Wild Encounters: Living on the Edge
Wild Encounters: Living on the Edge
Family Feuds Unfiltered
Family Feuds Unfiltered
Surprise Party Chronicles
Surprise Party Chronicles
Farm School
Farm School
Life in Miniature
Life in Miniature
The Game’s Edge
The Game’s Edge
Robbery Reports: Real Stories Behind the Badge
Robbery Reports: Real Stories Behind the Badge
Behind the Headlines
Behind the Headlines
Blessings & Dreams
Blessings & Dreams
Gifted Reactions
Gifted Reactions
Wonders of Nature
Wonders of Nature
Debate Unplugged
Debate Unplugged
Braving the Storm
Braving the Storm
Dad’s Storytime
Dad’s Storytime
Flowers of Emotion
Flowers of Emotion
Heartfelt Moments
Heartfelt Moments
Petting the Badge
Petting the Badge
Art in Action
Art in Action
Unlocking the Ordinary
Unlocking the Ordinary
Love Language: Gifts
Love Language: Gifts
Family Bonds: Beyond the Screen
Family Bonds: Beyond the Screen
Hollywood Exposed
Hollywood Exposed
Aerial Adventures
Aerial Adventures
Kiss of Life
Kiss of Life
Family Dynamics Unplugged
Family Dynamics Unplugged
Dance Paws
Dance Paws
Rainbow Adventures
Rainbow Adventures
Lift & Laugh
Lift & Laugh
Mission: Lidl
Mission: Lidl
Tech Unboxed
Tech Unboxed
Caught in the Act
Caught in the Act
Hands On Healthy Eating
Hands On Healthy Eating
Wealth & Wisdom
Wealth & Wisdom
Social Tactics: The Game of Wit
Social Tactics: The Game of Wit
Paw-sitive Reactions
Paw-sitive Reactions
Winston’s Worries
Winston’s Worries
Building Hope
Building Hope
Confrontation Nation
Confrontation Nation
Yellow Flower Chronicles
Yellow Flower Chronicles
Symphony of Creatures
Symphony of Creatures
Voices of the Unheard
Voices of the Unheard
Unfiltered Adventures
Unfiltered Adventures
Lasting Love: The Final Chapter
Lasting Love: The Final Chapter
Kids in the Wild
Kids in the Wild
Robots on the Beat
Robots on the Beat
Life Reimagined
Life Reimagined
Beauty Unboxed
Beauty Unboxed
Heartfelt Memories
Heartfelt Memories
Dance Like Beomgyu
Dance Like Beomgyu
Concert Confessions
Concert Confessions
Sympathy Symptoms
Sympathy Symptoms
Global It Girls
Global It Girls
Wild Leaps
Wild Leaps
Family Prank Wars
Family Prank Wars
Cluckin’ Challenges
Cluckin’ Challenges
Compete & Conquer
Compete & Conquer
Moo Deng’s World
Moo Deng’s World
Runway Resilience
Runway Resilience
Gibbon Encounters
Gibbon Encounters
Makeup Mayhem: The Commentary Show
Makeup Mayhem: The Commentary Show
Escalator Chronicles
Escalator Chronicles
Moments of Serenity
Moments of Serenity
Crush Confessions
Crush Confessions
Viral Vibes
Viral Vibes
Pet Panic
Pet Panic
Voices of Unity
Voices of Unity
Politics Unplugged
Politics Unplugged
Voices for Justice
Voices for Justice
Sisterly Bonds: The Unofficial Guardians
Sisterly Bonds: The Unofficial Guardians
Love Busters: The Untold Stories
Love Busters: The Untold Stories
Runway Revelations
Runway Revelations
What To Watch: The Reviewer Challenge
What To Watch: The Reviewer Challenge
Hollywood Exposé: Behind the Smoke
Hollywood Exposé: Behind the Smoke
Tech Mythbusters
Tech Mythbusters
Date Dilemmas
Date Dilemmas
Academy of Dreams
Academy of Dreams
PlayPause
previous arrow
next arrow