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

Tax Talk

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Wild Encounters

Snack Attack

Nature’s Fury: The Lightning Chronicles

Tech Unboxed

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The Flower Code

Kissing Chronicles

20v1 Challenge: Indonesia Edition

Beauty Fail Chronicles

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Puppy Love Karaoke

Dog Man: Unleashed Adventures

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Ultimate Footy Dreams

Flight of Emotions

Surviving the Snow

Artistic Tips Unleashed

Bumpa & Beats

Cherishing Memories

Behind the Brand: Gucci’s Glamour

Dance Fail Diaries

Courage Under Fire

Noodle Towers: The Ultimate Engineering Challenge

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In Their Shoes

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Bouquet of Friendship

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Strictly Yours

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Behind the Mask: Couples Unfiltered

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The Resilience Chronicles

Life Reimagined

Flag It Up!

Animal Antics: Betrayal in the Wild

Mystery Objects on the Go

Behind Closed Doors

Caught in the Moment

The Chain Reaction

Salon Shenanigans

Earring Evolution

Sneaker Swap Showdown

The Generosity Challenge

The Taste Test Chronicles

Animal Sounds Unleashed

Mystery in the Woods

Shade Wars

Nature’s Fury: The Lightning Chronicles

Global Bites: The ASMR Food Challenge

Dance Vibes: The TikTok Challenge

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Diddy Did It

Food Frenzy

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Under the Surface

Dance Like Nobody’s Watching

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Healing with Love

Color Challenge

Blender Battle

Moments of a Single Heart

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Stars of Tomorrow: The Hum Awards Experience

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Love Across Generations

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Voices for Justice

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The Great Comparison

Eggs & Noodles: Culinary Adventures

Festival Follies

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The Moment of Glory

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Love on the Pitch

Confronting the Truth

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Soccer Moments Unplugged

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Lidl Karting Adventures

Lasting Love: The Final Chapter

Unforgiven Youth

Wonders of Architecture

Mission: Lidl

Seamless Connections

Laughter on the Field

Heartbeats & Highlights

Ringside Rhythms

Clean Sweep

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.

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

Use multimodal AI to “watch” as many trending TikToks from the last 7 days.
Generate unscripted TV show ideas from each (currently the top 300 most viewed TikToks of the last 7 days).
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

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

Tax Talk

Viral Vibes

Cartoon Chronicles

Wild Encounters

Snack Attack

Nature’s Fury: The Lightning Chronicles

Tech Unboxed

Haircut Chronicles

The Flower Code

Kissing Chronicles

20v1 Challenge: Indonesia Edition

Beauty Fail Chronicles

Fruit Vendor Chronicles

Puppy Love Karaoke

Dog Man: Unleashed Adventures

Dorm Room Drama

Study Squad

Ultimate Footy Dreams

Flight of Emotions

Surviving the Snow

Artistic Tips Unleashed

Bumpa & Beats

Cherishing Memories

Behind the Brand: Gucci’s Glamour

Dance Fail Diaries

Courage Under Fire

Noodle Towers: The Ultimate Engineering Challenge

Pitch Perfect Performers

In Their Shoes

Wild Encounters: Living on the Edge

Bouquet of Friendship

Nightmare Encounters

Strictly Yours

Faith & Fun

Haunted Connections

Behind the Mask: Couples Unfiltered

Wild Encounters: Heartwarming Animal Stories

Injury Time: Real Life Sports Recovery

Chisme Time

Riding with Firulais

Celebrity Exposé: The Untold Stories

Dive Beyond Expectations

The Revenge Chronicles

Political Playground

Delivery Diaries

Petting the Badge

Little Stars

Hair Raising Requests

Winners & Losers: The Gambling Chronicles

Epic Pet Chronicles

The Resilience Chronicles

Life Reimagined

Flag It Up!

Animal Antics: Betrayal in the Wild

Mystery Objects on the Go

Behind Closed Doors

Caught in the Moment

The Chain Reaction

Salon Shenanigans

Earring Evolution

Sneaker Swap Showdown

The Generosity Challenge

The Taste Test Chronicles

Animal Sounds Unleashed

Mystery in the Woods

Shade Wars

Nature’s Fury: The Lightning Chronicles

Global Bites: The ASMR Food Challenge

Dance Vibes: The TikTok Challenge

Arturito’s World

Diddy Did It

Food Frenzy

Flirt & Drive

Stitch by Stitch

Childhood Unfiltered

Survival Mode: Ecuador

Heroic Rescues: Beyond the Web

Nina’s World

Under the Surface

Dance Like Nobody’s Watching

Walmart Showdown: Unscripted Moments

Everyday Innovators

Coca-Cola Chronicles

Fan to Fame

Kids in the Wild

Sibling Spotlight

Chase and Chuckle

Healing with Love

Color Challenge

Blender Battle

Moments of a Single Heart

Spy Cams: The Untold Stories

Stars of Tomorrow: The Hum Awards Experience

Kitten Chronicles

Heartfelt Kindness: Shopping Stories

Love Across Generations

Secrets of the Temple

Orange Skies: California Chronicles

Innocence Uncovered

Trend Hunters

Moments of Love

Viral Vibes

Lolly’s Journey

Cinematic Caution

Earbuds Unplugged

Art in Action

Beauty Battles: The Truth Behind the Products

Crafting Whimsy

Game Faces

Bridge to Safety

Celebrity Showdown

Survival Skills: A Parent’s Guide

Celebrity Crush Confessions

Festival Frenzy: Unlocking Experiences

Anxiety Unplugged

End of Suffering: The Euthanasia Chronicles

Gifted Reactions

Tech Tease: The Future Unboxed

Birth Control Diaries

Dachshund Diaries

Magic Awaits: Southeast Asia

Courageous Creations

Ghibli & Beyond: The Art of Animation

Dance Evolution: The Remix

Community Makeover

Ebra’s Journey

Dancing with the Stars: Hotel Edition

Lil’ Helpers

Flex It Like You Mean It

Building Dreams

The Forgotten

Dancing in the Rain

Love Across Generations

Abigail’s Queue

Justice for Kim

Demolition Laughs

Voices for Justice

Kitten Distribution System

The Great Comparison

Eggs & Noodles: Culinary Adventures

Festival Follies

Dimelo: The Confusion Chronicles

Boom Chicka Moments

Compete & Conquer

Confrontation Nation

Paw-some Adventures

Wonders of Nature

Titanic: Depths of History

Political Moments: Beyond the Headlines

Looking for Mamita

Date My Zombie

Behind the Upload

Minecraft Champions

Archery Dreams

Motherless

Alien Cat Chronicles

Kitten Chronicles

Rapper Roast

Cosmic Reflections: Celebrating Igbo Futurism

Crush Confessions

Everyday Catastrophes

Cowboy Celebrations

Baby Food Adventures

Song Confessions

Crack It Up!

Under the Bed Secrets

Kitchen Chronicles

The Moment of Glory

Paws and Laughs

Limbad Unplugged

Viral Vibes

Hidden Savings

Blessing in Two Minutes

Voices of the Rally

Challenge Accepted!

Moments of Wonder

Food Stamps & Louis V

Snack Attack: The Playful Prank Show

The Shopping Cart Chronicles

Flight Follies

Security Shenanigans

Diaper Dash Showdown

Love on the Pitch

Confronting the Truth

Classroom Chuckles

Social Tactics: The Game of Wit

Unlikely Allies

Soccer Moments Unplugged

Neighborhood Chronicles

Lidl Karting Adventures

Lasting Love: The Final Chapter

Unforgiven Youth

Wonders of Architecture

Mission: Lidl

Seamless Connections

Laughter on the Field

Heartbeats & Highlights

Ringside Rhythms

Clean Sweep