AssumptionsGPT-Assumptions Validation Tool
Validate Ideas with AI-Driven Insights
I believe our target customers are...
I believe our solution will be viable because...
I believe the key challenge we face is...
I believe our approach to testing this assumption is...
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Introduction to AssumptionsGPT
AssumptionsGPT is a specialized AI tool designed to assist users in generating, prioritizing, and refining assumptions for early-stage ideas, enhancing the decision-making process in the initial phases of business or project development. It supports structured thinking through categorizing assumptions into Desirable, Viable, or Feasible. For example, in a scenario where a startup is exploring the launch of a new product, AssumptionsGPT would help identify assumptions such as market demand (Desirable), profit margin (Viable), and technical feasibility (Feasible), each tagged with a perceived importance and evidence strength, thus facilitating a focused approach to validating these assumptions. Powered by ChatGPT-4o。
Main Functions of AssumptionsGPT
Generation of Assumptions
ExampleFor a tech startup considering a new app, AssumptionsGPT could generate assumptions such as 'Users need app-based solutions for better productivity' (Desirable), marked with an initial evidence strength.
ScenarioUsed during brainstorming sessions to expand the scope of critical thinking.
Prioritization of Assumptions
ExampleAssumptions about customer acceptance may be ranked higher in importance for a consumer product launch to ensure market fit.
ScenarioCritical when deciding which assumptions to test first in resource-limited situations.
Refinement and Validation of Assumptions
ExampleRefining an assumption like 'Customers will pay a premium for environmentally friendly products' by conducting market surveys to move from Light to Strong evidence.
ScenarioUsed in iterative testing phases, often aligned with Agile methodologies.
Ideal Users of AssumptionsGPT
Startup Founders
Founders can leverage AssumptionsGPT to validate their business model assumptions, ensuring that the venture rests on validated hypotheses and not just gut feelings. Ideal for early-stage startups trying to find product-market fit or pivot.
Product Managers
Product managers can use AssumptionsGPT to prioritize development features based on validated user needs and business capabilities, aligning product roadmaps with market demands and operational capacities.
How to Use AssumptionsGPT
Start Here
Visit yeschat.ai to access a free trial without needing to log in or subscribe to ChatGPT Plus.
Identify Your Needs
Determine which early-stage idea or concept you need to test for assumptions; whether it's a product, service, or business model.
Categorize Assumptions
Classify your assumptions into Desirable, Viable, or Feasible categories based on their relevance and criticality.
Gather Evidence
Collect evidence to validate each assumption. This could range from customer surveys (light evidence) to actual pre-payments (strong evidence).
Refine and Prioritize
Use the gathered evidence to refine the assumptions. Prioritize them based on their importance and the strength of evidence to focus your resources efficiently.
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Q&A About AssumptionsGPT
What is AssumptionsGPT?
AssumptionsGPT is a specialized tool designed to help users generate, prioritize, and refine assumptions for early-stage ideas, categorizing them into Desirable, Viable, or Feasible based on structured evidence levels.
How does AssumptionsGPT help in decision making?
By providing a structured way to validate assumptions with evidence, it helps entrepreneurs and innovators minimize risks and make informed decisions about the viability of their ideas.
Can AssumptionsGPT suggest experiments for assumption testing?
While it primarily helps in forming and categorizing assumptions, for detailed experimental setups, it recommends consulting 'Testing Business Ideas' by David J. Bland and Alexander Osterwalder or using ExperimentsGPT.
What types of evidence does AssumptionsGPT recognize?
It recognizes three levels of evidence: Light (e.g., surveys, opinions), Medium (e.g., email sign-ups), and Strong (e.g., pre-payments) to help quantify the confidence in each assumption.
Is AssumptionsGPT suitable for any industry?
Yes, it is versatile and can be applied across various industries wherever assumptions about market desirability, business viability, or product feasibility need to be tested and validated.