🧪 Business Experimentation

Guides to building a culture of testing and learning within organizations, where hypotheses replace hunches and failure becomes a source of strategic insight.

Testing Business Ideas

by David J. Bland • 2019

A field-tested library of experiments to test any business idea, fast and without wasting a fortune.

4.25

1k+

🏗️ Lean Startup 📋 Business Model Design ⚡ Rapid Experimentation

Testing Business Ideas 92%

A field-tested library of experiments to test any business idea, fast and without wasting a fortune.

by David J. Bland 2019

4.25

1k+ ratings

🏗️ Lean Startup 📋 Business Model Design ⚡ Rapid Experimentation

The Right It

by Alberto Savoia • 2019

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

4.30

850

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

The Right It 92%

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

by Alberto Savoia 2019

4.30

850 ratings

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

The Entrepreneurial Mindset

by Rita Gunther McGrath • 2000

Build a venture pipeline from uncertainty: spot, test lean, and seize before competitors react.

4.19

264

🏢 Corporate Innovation 🔍 Customer Insight 🏗️ Business Model Design

The Entrepreneurial Mindset 92%

Build a venture pipeline from uncertainty: spot, test lean, and seize before competitors react.

by Rita Gunther McGrath 2000

4.19

264 ratings

🏢 Corporate Innovation 🔍 Customer Insight 🏗️ Business Model Design

The Power of Experiments

by Michael Luca • 2020

eBay's experiment killed $50 million in ads. Here's how to run yours.

3.46

246

🧪 Experimental Methods 🧠 Behavioral Economics 📊 A/B Testing

The Power of Experiments 92%

eBay's experiment killed $50 million in ads. Here's how to run yours.

by Michael Luca 2020

3.46

246 ratings

🧪 Experimental Methods 🧠 Behavioral Economics 📊 A/B Testing

Evidence-Guided

by Itamar Gilad • 2023

Why most product teams ship the wrong features, and the framework that stops them.

4.46

178

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Evidence-Guided 91%

Why most product teams ship the wrong features, and the framework that stops them.

by Itamar Gilad 2023

4.46

178 ratings

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Running Lean

by Ash Maurya • 2012

A one-page model, a few uncomfortable customer conversations, and zero code until someone pays.

4.10

21k+

🔄 Lean Startup 🌱 Early Stage Founders 📘 Startup Playbooks

Running Lean 91%

A one-page model, a few uncomfortable customer conversations, and zero code until someone pays.

by Ash Maurya 2012

4.10

21k+ ratings

🔄 Lean Startup 🌱 Early Stage Founders 📘 Startup Playbooks

The Lean Startup

by Eric Ries • 2011

The method that discovers what customers will pay for before you build the product.

4.11

366k+

🏭 Lean Methodology 📋 Startup Playbooks 🧪 Customer Development

The Lean Startup 91%

The method that discovers what customers will pay for before you build the product.

by Eric Ries 2011

4.11

366k+ ratings

🏭 Lean Methodology 📋 Startup Playbooks 🧪 Customer Development

Hacking Growth

by Sean Ellis • 2017

Build a team that runs 30 growth experiments a week; here is the structure and process.

4.11

6k+

🚀 Growth Hacking 🎯 Product/Market Fit 🧪 Rapid Experimentation

Hacking Growth 91%

Build a team that runs 30 growth experiments a week; here is the structure and process.

by Sean Ellis 2017

4.11

6k+ ratings

🚀 Growth Hacking 🎯 Product/Market Fit 🧪 Rapid Experimentation

Future of Management

by Gary Hamel • 1996

Product innovations get copied. Management innovations endure. Winners reinvent how work is done.

4.03

1k+

🏢 Organizational Design 💡 Corporate Innovation 🗳️ Democratic Workplaces

Future of Management 91%

Product innovations get copied. Management innovations endure. Winners reinvent how work is done.

by Gary Hamel 1996

4.03

1k+ ratings

🏢 Organizational Design 💡 Corporate Innovation 🗳️ Democratic Workplaces

The Lean Entrepreneur

by Brant Cooper • 2012

Your vision is worthless until tested. Find real customers, build what sells.

4.11

2k+

🔄 Lean Startup Movement 🚀 Startup Playbooks 🎯 Customer Development

The Lean Entrepreneur 91%

Your vision is worthless until tested. Find real customers, build what sells.

by Brant Cooper 2012

4.11

2k+ ratings

🔄 Lean Startup Movement 🚀 Startup Playbooks 🎯 Customer Development

Outcomes Over Output

by Josh Seiden • 2019

Stop asking what to build and start asking what your customers should do differently.

4.33

2k+

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

Outcomes Over Output 91%

Stop asking what to build and start asking what your customers should do differently.

by Josh Seiden 2019

4.33

2k+ ratings

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

The Innovator's Method

by Nathan Furr • 2014

Ten times the experiments, zero waste: a systematic approach to innovation for large organizations.

4.12

716

🏢 Corporate Innovation 🚀 Lean Startup 🎨 Design Thinking

The Innovator's Method 91%

Ten times the experiments, zero waste: a systematic approach to innovation for large organizations.

by Nathan Furr 2014

4.12

716 ratings

🏢 Corporate Innovation 🚀 Lean Startup 🎨 Design Thinking

Think Like Amazon

by ROSSMAN • 2019

The 50.5 principles that turned an online bookstore into the world's most relentless company.

4.08

440

🖥️ Digital Transformation 🎯 Customer Centricity 🧪 Experimentation Culture

Think Like Amazon 91%

The 50.5 principles that turned an online bookstore into the world's most relentless company.

by ROSSMAN 2019

4.08

440 ratings

🖥️ Digital Transformation 🎯 Customer Centricity 🧪 Experimentation Culture

Built to Last

by Jim Collins • 1994

Great companies aren't built on ideas or charisma. They're built on specific, repeatable habits.

4.06

85k+

🏗️ Company Building 🏛️ Organizational Culture 🎯 Mission-Driven Companies

Built to Last 91%

Great companies aren't built on ideas or charisma. They're built on specific, repeatable habits.

by Jim Collins 1994

4.06

85k+ ratings

🏗️ Company Building 🏛️ Organizational Culture 🎯 Mission-Driven Companies

48-Hour Start-up

by Fraser Doherty • 2017

Monday morning, you could own a business: the two-day sprint that forces an idea into the market.

3.84

530

⚡ Lean Startup Methodology 🏗️ Rapid Prototyping 💰 Bootstrapping

48-Hour Start-up 91%

Monday morning, you could own a business: the two-day sprint that forces an idea into the market.

by Fraser Doherty 2017

3.84

530 ratings

⚡ Lean Startup Methodology 🏗️ Rapid Prototyping 💰 Bootstrapping

The Power of Little Ideas

by David C. Robertson • 2017

The real innovation wins come not from disruption but from complementing your strongest product.

3.88

229

🧭 Innovation Strategy 🔗 Product Ecosystems 🛡️ Low-Risk Innovation

The Power of Little Ideas 91%

The real innovation wins come not from disruption but from complementing your strongest product.

by David C. Robertson 2017

3.88

229 ratings

🧭 Innovation Strategy 🔗 Product Ecosystems 🛡️ Low-Risk Innovation

Value Proposition Design

by Alexander Osterwalder • 2013

Map customer needs to product features with a single canvas, and kill the offerings nobody wants.

4.21

7k+

📐 Product Design 📊 Business Modeling 🔍 Customer Research

Value Proposition Design 91%

Map customer needs to product features with a single canvas, and kill the offerings nobody wants.

by Alexander Osterwalder 2013

4.21

7k+ ratings

📐 Product Design 📊 Business Modeling 🔍 Customer Research

Design a Better Business

by Patrick van der Pijl • 2016

Replace business plans with business experiments: the visual toolkit for strategy and innovation.

4.14

318

🧠 Design Thinking 💼 Business Model Innovation 👁️ Visual Thinking

Design a Better Business 91%

Replace business plans with business experiments: the visual toolkit for strategy and innovation.

by Patrick van der Pijl 2016

4.14

318 ratings

🧠 Design Thinking 💼 Business Model Innovation 👁️ Visual Thinking

The Business Model Navigator

by Oliver Gassmann • 2013

Nearly every breakthrough business model remixes the same 55 patterns. A method for finding yours.

4.10

455

🏗️ Business Model Innovation 🏢 Corporate Innovation 🔧 Innovation Frameworks

The Business Model Navigator 91%

Nearly every breakthrough business model remixes the same 55 patterns. A method for finding yours.

by Oliver Gassmann 2013

4.10

455 ratings

🏗️ Business Model Innovation 🏢 Corporate Innovation 🔧 Innovation Frameworks

Lean Analytics

by Alistair Croll • 2013

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

4.11

8k+

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

Lean Analytics 91%

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

by Alistair Croll 2013

4.11

8k+ ratings

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

Humanocracy

by Gary Hamel • 2020

Bureaucracy costs trillions and kills autonomy. The fix: companies run on ownership, not authority.

4.01

1k+

🧹 Bureaucracy Critique 🔄 Self-Management 🌐 Decentralized Orgs

Humanocracy 91%

Bureaucracy costs trillions and kills autonomy. The fix: companies run on ownership, not authority.

by Gary Hamel 2020

4.01

1k+ ratings

🧹 Bureaucracy Critique 🔄 Self-Management 🌐 Decentralized Orgs

Designed for Digital

by Jeanne W. Ross • 2019

Why digital transformation fails and the organizational redesign that makes it stick.

4.20

288

🔄 Digital Transformation 🏗️ Enterprise Architecture 🖥️ Platform Strategy

Designed for Digital 91%

Why digital transformation fails and the organizational redesign that makes it stick.

by Jeanne W. Ross 2019

4.20

288 ratings

🔄 Digital Transformation 🏗️ Enterprise Architecture 🖥️ Platform Strategy

The Innovator's Dilemma

by Clayton M. Christensen • 1997

Good management blinds firms to the cheaper, simpler technologies that eventually replace them.

4.04

61k+

🖥️ Technology Strategy 🏢 Corporate Innovation 🔄 Industry Evolution

The Innovator's Dilemma 90%

Good management blinds firms to the cheaper, simpler technologies that eventually replace them.

by Clayton M. Christensen 1997

4.04

61k+ ratings

🖥️ Technology Strategy 🏢 Corporate Innovation 🔄 Industry Evolution

Exponential Organizations

by Salim Ismail • 2014

New organizations achieve 10x more with 10x less. The architecture is knowable and borrowable.

4.07

5k+

🏗️ Organizational Design 📱 Digital Transformation 💥 Disruptive Innovation

Exponential Organizations 90%

New organizations achieve 10x more with 10x less. The architecture is knowable and borrowable.

by Salim Ismail 2014

4.07

5k+ ratings

🏗️ Organizational Design 📱 Digital Transformation 💥 Disruptive Innovation

Sprint

by Jake Knapp • 2016

The five-day sprint that replaces endless debate with sketch, decide, prototype, and test.

4.18

24k+

🧠 Design Thinking 🚀 Lean Startup 🛠️ Rapid Prototyping

Sprint 90%

The five-day sprint that replaces endless debate with sketch, decide, prototype, and test.

by Jake Knapp 2016

4.18

24k+ ratings

🧠 Design Thinking 🚀 Lean Startup 🛠️ Rapid Prototyping

Little Bets

by Peter Sims • 2011

Big visions are overrated. Real innovators run dozens of small experiments instead.

3.77

4k+

🧪 Innovation Methods 🔄 Iterative Design 📉 Learning From Failure

Little Bets 90%

Big visions are overrated. Real innovators run dozens of small experiments instead.

by Peter Sims 2011

3.77

4k+ ratings

🧪 Innovation Methods 🔄 Iterative Design 📉 Learning From Failure

Start Small, Stay Small

by Rob Walling • 2010

Stop building products for everyone. Pick a niche, build an audience, and market before you code.

3.95

2k+

💰 Bootstrapping 🎯 Niche Markets 🚀 Lean Startup

Start Small, Stay Small 90%

Stop building products for everyone. Pick a niche, build an audience, and market before you code.

by Rob Walling 2010

3.95

2k+ ratings

💰 Bootstrapping 🎯 Niche Markets 🚀 Lean Startup

Design to Grow

by David Butler • 2015

Scale and agility usually fight; Coca-Cola used design to get both at once.

3.74

369

🎨 Strategic Design 🕸️ Systems Thinking 🔄 Lean Methodology

Design to Grow 90%

Scale and agility usually fight; Coca-Cola used design to get both at once.

by David Butler 2015

3.74

369 ratings

🎨 Strategic Design 🕸️ Systems Thinking 🔄 Lean Methodology

The Minimalist Entrepreneur

by Sahil Lavingia • 2021

Community first, product second: the art of building a profitable startup without venture capital.

4.20

2k+

🥾 Bootstrapping 📐 Lean Methodology 🗣️ Customer Development

The Minimalist Entrepreneur 90%

Community first, product second: the art of building a profitable startup without venture capital.

by Sahil Lavingia 2021

4.20

2k+ ratings

🥾 Bootstrapping 📐 Lean Methodology 🗣️ Customer Development

The Invincible Company

by Alexander Osterwalder • 2020

Lasting companies win on business models, not products, and disrupt themselves before rivals can.

4.29

656

🎨 Business Model Design 🏢 Corporate Innovation 🌱 Innovation Culture

The Invincible Company 90%

Lasting companies win on business models, not products, and disrupt themselves before rivals can.

by Alexander Osterwalder 2020

4.29

656 ratings

🎨 Business Model Design 🏢 Corporate Innovation 🌱 Innovation Culture

That Will Never Work

by Marc Randolph • 2019

A single mailed CD, and the decade of near-failure it took to build Netflix.

4.22

17k+

📖 Startup Memoirs 💻 Tech Startups 📦 Subscription Models

That Will Never Work 90%

A single mailed CD, and the decade of near-failure it took to build Netflix.

by Marc Randolph 2019

4.22

17k+ ratings

📖 Startup Memoirs 💻 Tech Startups 📦 Subscription Models

The Geek Way

by Andrew McAfee • 2023

Tech companies run on a different OS: four norms that leave industrial management behind.

3.89

914

💻 Tech Company Culture 📊 Evidence-Based Management 🔄 Agile Methodology

The Geek Way 90%

Tech companies run on a different OS: four norms that leave industrial management behind.

by Andrew McAfee 2023

3.89

914 ratings

💻 Tech Company Culture 📊 Evidence-Based Management 🔄 Agile Methodology

Lean Inception

by Paulo Caroli • 2018

The workshop recipe that aligns a team and defines the right MVP, no code needed.

4.07

446

🧱 Product Management 🚀 Lean Startup 🔄 Agile Development

Lean Inception 90%

The workshop recipe that aligns a team and defines the right MVP, no code needed.

by Paulo Caroli 2018

4.07

446 ratings

🧱 Product Management 🚀 Lean Startup 🔄 Agile Development

Adapt

by Tim Harford • 2011

Why top-down plans fail everywhere: the messy, bottom-up logic of trial, error, and adaptation.

3.88

4k+

🧩 Complexity Economics 🧪 Trial And Error 🔁 Feedback Loops

Adapt 90%

Why top-down plans fail everywhere: the messy, bottom-up logic of trial, error, and adaptation.

by Tim Harford 2011

3.88

4k+ ratings

🧩 Complexity Economics 🧪 Trial And Error 🔁 Feedback Loops

Blue Ocean Strategy, Expanded Edition

by W. Chan Kim • 2005

Markets are not fixed. The tools for redrawing their boundaries so you compete on empty terrain.

4.01

89k+

🌊 Market Creation 🏢 Corporate Strategy 🧰 Strategic Frameworks

Blue Ocean Strategy, Expanded Edition Summary

Blue Ocean Strategy, Expanded Edition 90%

Markets are not fixed. The tools for redrawing their boundaries so you compete on empty terrain.

by W. Chan Kim 2005

4.01

89k+ ratings

🌊 Market Creation 🏢 Corporate Strategy 🧰 Strategic Frameworks

The Startup Way

by Eric Ries • 2017

Startup speed inside slow giants: turning divisions into labs and failure into fuel.

3.98

4k+

🏢 Intrapreneurship 🔄 Lean Startup Methods 🏗️ Organizational Transformation

The Startup Way 90%

Startup speed inside slow giants: turning divisions into labs and failure into fuel.

by Eric Ries 2017

3.98

4k+ ratings

🏢 Intrapreneurship 🔄 Lean Startup Methods 🏗️ Organizational Transformation

The Amazon Way

by John Rossman • 2014

Amazon's flywheel: why customer obsession, not margin optimization, builds lasting companies.

3.94

2k+

📘 Company Playbooks 🎯 Customer Centricity 👥 Hiring And Talent

The Amazon Way 90%

Amazon's flywheel: why customer obsession, not margin optimization, builds lasting companies.

by John Rossman 2014

3.94

2k+ ratings

📘 Company Playbooks 🎯 Customer Centricity 👥 Hiring And Talent

Rework

by Jason Fried • 2010

Business plans are guesses, meetings destroy focus, and waiting to launch is a trap.

3.97

176k+

🚀 Bootstrapping 🔧 Lean Methodology ✂️ Minimalist Business

Rework 90%

Business plans are guesses, meetings destroy focus, and waiting to launch is a trap.

by Jason Fried 2010

3.97

176k+ ratings

🚀 Bootstrapping 🔧 Lean Methodology ✂️ Minimalist Business

Mastering Uncertainty

by Matt Watkinson • 2023

Uncertainty isn't a bug, it's a feature. The skillset for turning the unknown into your edge.

3.72

🌫️ Uncertainty Management 🔄 Adaptive Strategy 🎲 Probabilistic Thinking

Mastering Uncertainty 90%

Uncertainty isn't a bug, it's a feature. The skillset for turning the unknown into your edge.

by Matt Watkinson 2023

3.72

89 ratings

🌫️ Uncertainty Management 🔄 Adaptive Strategy 🎲 Probabilistic Thinking

Disruptive Innovation

by Clayton M. Christensen • 2011

Leaders fall not to better products, but to simpler, cheaper ones their best customers rejected.

4.46

🏢 Corporate Innovation 🎯 Innovation Strategy 🔒 Organizational Inertia

Disruptive Innovation 90%

Leaders fall not to better products, but to simpler, cheaper ones their best customers rejected.

by Clayton M. Christensen 2011

4.46

67 ratings

🏢 Corporate Innovation 🎯 Innovation Strategy 🔒 Organizational Inertia

Levers

by Amos Schwartzfarb • 2021

Replace intuition with math: a founder's framework for building a predictable, repeatable business.

4.19

166

🕵️ Customer Discovery 🔄 Lean Methodology 📊 Data-Driven Decisions

Levers 90%

Replace intuition with math: a founder's framework for building a predictable, repeatable business.

by Amos Schwartzfarb 2021

4.19

166 ratings

🕵️ Customer Discovery 🔄 Lean Methodology 📊 Data-Driven Decisions

The Knowing-Doing Gap

by Jeffrey Pfeffer • 1993

Your company knows what to do. Why doesn't it? The answer is in how it's built.

3.96

1k+

📊 Evidence-Based Management 🏢 Organizational Behavior 🏛️ Corporate Culture

The Knowing-Doing Gap 90%

Your company knows what to do. Why doesn't it? The answer is in how it's built.

by Jeffrey Pfeffer 1993

3.96

1k+ ratings

📊 Evidence-Based Management 🏢 Organizational Behavior 🏛️ Corporate Culture

The Venture Mindset

by Ilya Strebulaev • 2024

Steal the VC decision system: reject relentlessly, then bet big on what remains.

4.19

452

💰 Venture Capital 🏢 Corporate Innovation 💥 Failure Culture

The Venture Mindset 90%

Steal the VC decision system: reject relentlessly, then bet big on what remains.

by Ilya Strebulaev 2024

4.19

452 ratings

💰 Venture Capital 🏢 Corporate Innovation 💥 Failure Culture

The Misfit Economy

by Alexa Clay • 2015

Pirates, gangsters, and hackers cracked innovation before Silicon Valley. Their playbook, decoded.

3.28

796

🏚️ Informal Economies 🕶️ Underground Innovation 📋 Strategic Imitation

The Misfit Economy 90%

Pirates, gangsters, and hackers cracked innovation before Silicon Valley. Their playbook, decoded.

by Alexa Clay 2015

3.28

796 ratings

🏚️ Informal Economies 🕶️ Underground Innovation 📋 Strategic Imitation

Skip the Line

by James Altucher • 2021

Run cheap experiments instead of grinding for years: the faster route to the top 1%.

4.05

1k+

💡 Entrepreneurial Mindset 💰 Wealth Building 🧪 Rapid Experimentation

Skip the Line 90%

Run cheap experiments instead of grinding for years: the faster route to the top 1%.

by James Altucher 2021

4.05

1k+ ratings

💡 Entrepreneurial Mindset 💰 Wealth Building 🧪 Rapid Experimentation

Startup Weekend

by Marc Nager • 2011

An idea, a weekend, and the right strangers: how 54 hours launches a startup.

3.58

272

🛠️ Lean Startup 🧪 Experiential Learning 🎤 Pitching Skills

Startup Weekend 90%

An idea, a weekend, and the right strangers: how 54 hours launches a startup.

by Marc Nager 2011

3.58

272 ratings

🛠️ Lean Startup 🧪 Experiential Learning 🎤 Pitching Skills

Lean Impact

by Ann Mei Chang • 2018

Lean startup methods can multiply social impact, once we reward experiments over activity.

4.02

370

🚀 Social Entrepreneurship 🔄 Lean Startup 🏛️ Nonprofit Management

Lean Impact 90%

Lean startup methods can multiply social impact, once we reward experiments over activity.

by Ann Mei Chang 2018

4.02

370 ratings

🚀 Social Entrepreneurship 🔄 Lean Startup 🏛️ Nonprofit Management

Lean B2B

by Étienne Garbugli • 2014

Consumer startup advice fails B2B. A lean method for finding problems that unlock enterprise sales.

4.17

244

🏢 B2b Startups 💼 Enterprise Sales 📦 Product Management

Lean B2B 90%

Consumer startup advice fails B2B. A lean method for finding problems that unlock enterprise sales.

by Étienne Garbugli 2014

4.17

244 ratings

🏢 B2b Startups 💼 Enterprise Sales 📦 Product Management

Escaping the Build Trap

by Melissa Perri • 2018

Feature factories ship output. Products need outcomes. The framework for making the switch.

4.28

5k+

🧭 Product Management 🎯 Outcome-Driven Development 🗺️ Product Strategy

Escaping the Build Trap 90%

Feature factories ship output. Products need outcomes. The framework for making the switch.

by Melissa Perri 2018

4.28

5k+ ratings

🧭 Product Management 🎯 Outcome-Driven Development 🗺️ Product Strategy

When Coffee and Kale Compete

by Alan Klement • 2018

Stop asking what features to add. Ask what progress your customer is trying to make.

4.01

696

🎨 Product Design 📋 Product Management 🔍 Customer Research

When Coffee and Kale Compete 90%

Stop asking what features to add. Ask what progress your customer is trying to make.

by Alan Klement 2018

4.01

696 ratings

🎨 Product Design 📋 Product Management 🔍 Customer Research

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