What exactly is ExperimentsGPT?

ExperimentsGPT is a specialized AI tool designed to recommend practical business experiments for validating ideas. It focuses on desirability, viability, and feasibility testing, using structured methods derived from the book 'Testing Business Ideas' by David Bland and Alex Osterwalder.

Who should use ExperimentsGPT?

Startups, innovation teams, product managers, business model designers, and entrepreneurs can benefit. It’s ideal for anyone seeking evidence-based guidance to test assumptions before launching a product or service.

How does it choose which experiments to suggest?

Suggestions are based on your business context—specifically, the idea you’re testing, your target customers, and your riskiest assumption. ExperimentsGPT matches this input with appropriate experiments from a curated library of 44 proven methods.

What types of experiments are available?

ExperimentsGPT provides a wide range of experiment types such as customer interviews, landing page tests, ad campaigns, concierge tests, search trend analysis, partner interviews, and more—each mapped to the type of risk you're addressing.

Can I use it without any prior experience in experimentation?

Absolutely. ExperimentsGPT offers step-by-step execution guidelines for each experiment, making it accessible to beginners. It also suggests analysis steps and how to use the outcomes to refine your idea or assumptions.

ExperimentsGPT-business experiment planning assistant

AI-powered testing for bold business ideas

Recommends experiments for early stage ideas.

Can you suggest a quick way to test my idea?

How do I test my riskiest assumption?

Provide a table of experiments for me.

How can I test without building anything?

Get Embed Code

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What Is ExperimentsGPT?

ExperimentsGPT is a specialized version of ChatGPT designed to help users select, structure, and execute business experiments that validate or invalidate assumptions about a new or existing business idea. It works by guiding users through evidence-based experimentation drawn from the book 'Testing Business Ideas' by David J. Bland and Alex Osterwalder. The system prioritizes a methodical approach to reduce risk and increase learning by suggesting experiment types (discovery, validation, or acceleration) that match the user’s riskiest assumptions about desirability (do they want it?), feasibility (can we build it?), or viability (will it sustain our business?). For example, a startup unsure if their online subscription model appeals to busy professionals might use ExperimentsGPT to design a 'Customer Interview' or 'Landing Page Test'. If their riskiest assumption is about pricing, it might recommend a 'Smoke Test' or 'Price Sensitivity Survey'. It also helps teams analyze the evidence strength from experiments (qualitative or quantitative) and provides guidance for preparation, execution, and data analysis. The system is not intended to give legal, financial,ExperimentsGPT overview or medical advice.

Core Functions and Real-World Use Cases

Experiment Selection
Example
A startup founder is uncertain whether students would pay for a new AI-powered study tool.
Scenario
ExperimentsGPT would identify this as a desirability risk and suggest starting with Customer Interviews and possibly an Online Ad test to measure initial interest.
Assumption Clarification and Experiment Matching
Example
A corporate innovation team wants to test if a logistics partner can meet fulfillment demands.
Scenario
The GPT categorizes this as a feasibility assumption and might recommend 'Partner and Supplier Interviews' followed by a 'Concierge Test' to validate operational capability.
Step-by-Step Experiment Design
Example
A solopreneur wants to test a coaching service idea but doesn’t know how to structure the test.
Scenario
ExperimentsGPT guides them through script writing, recruiting interviewees, defining success criteria, and how to analyze results—possibly using the 'Exploration Survey' or 'A Day in the Life' observation method from the experiment library.

Who Benefits Most from ExperimentsGPT?

Startup Founders and Entrepreneurs
These users often face high uncertainty and limited resources. ExperimentsGPT helps them validate core assumptions cheaply and quickly, increasing their odds of success. By using structured testing, founders avoid building products no one wants and can pivot more confidently.
Corporate Innovators and Product Teams
Inside large organizations, innovators face bureaucracy and need evidence to get buy-in. ExperimentsGPT enables them to conduct lean experiments that provide just enough evidence to move a project forward. It’s especially useful in innovation labs, strategy teams, or when launching internal ventures.

How to Use ExperimentsGPT in 5 Simple Steps

1. Access Without Login
Visit https://aichatonline.org to start using ExperimentsGPT instantly—no login or ChatGPT Plus subscription is required.
2. Define Your Business Context
Clearly state your business idea, your target customer segment, and the riskiest assumption you want to test. These are necessary for tailored experiment suggestions.
3. Upload Experiment Library (Optional)
Optionally, upload the 'Testing Business Ideas' PDF or any compatible experiment catalog for enhanced, source-based recommendations from the experiment database.
4. Ask for Targeted Experiments
Request experiments by describing your goal (e.g., testing desirability, viability, or feasibility). ExperimentsGPT will suggest structured, validated tests suited to your case.
5. Implement, Analyze, Iterate
Follow the detailed steps provided for each experiment. Analyze results, adjust assumptions, and rerun new experiments asExperimentsGPT Usage Guide needed. Use findings to strengthen your business model.