Test Your Next Strategic Bet Before You Commit
SeanPropAppPressure-test a new product idea, business initiative, acquisition thesis, or company strategy with AI-guided analysis built for sharper product and investment decisions.
SeanPropApp helps leaders get to better framing, better questions, and higher-confidence decisions before they spend capacity, capital, or headcount. Deep insights in under an hour.
Built by Sean O'Neill (Kellogg MBA) from 25+ years of strategic product, technology, and operating experience across Amazon, Tesco, start-ups, and PE-backed scale-ups.
Example analyses
A mix of AI-native challengers, established category players, and strategic what-if scenarios.
Generated in Auto-Run mode using public information only. No endorsement or affiliation implied.
New Product Idea
DocuSign AI Contract Negotiation Workspace
Could DocuSign move beyond signature and become more central to contract decision-making?
View analysis →Live exampleHypothetical M&A
Pendo Acquires LaunchDarkly
Would this deal create a stronger product platform and a more defensible strategic position?
View analysis →Live exampleNew Market
Tesla Optimus: Elder Care Robotics
Can Tesla translate manufacturing scale and AI into a trusted, safety-certified eldercare robot?
View analysis →Live exampleWhole Company Analysis
Cursor
Can an AI-native coding product build durable advantage as code itself gets cheaper?
View analysis →Built for leaders making consequential decisions
SeanPropApp is for people who need sharper strategic judgment before they commit teams, budget, or capital.
Product Leaders
Before you staff the roadmap, stress-test the idea. Surface weak assumptions, real customer pain, differentiation gaps, and value-story issues before your team starts building.
Investors & Operating Partners
Challenge the thesis before you back it. Use a more consistent structure to assess company strategy, new growth initiatives, and M&A ideas without weeks of slide churn.
Strategy, Innovation & Corp Dev
Turn "what if?" into a decision-quality debate. Explore adjacencies, new business units, and acquisition ideas with a common strategic lens.
Why people use SeanPropApp
Better framing
Most bad decisions start with a badly framed question. SeanPropApp helps define the hypothesis, customer, value proposition, and strategic stakes with more precision.
Better questions
The app does not just generate polished answers. It surfaces the hardest unanswered questions around PMF, differentiation, moat, pricing, and execution risk.
Higher-confidence decisions
Know what is compelling, what is weak, and what must be true for the idea to work before you commit resources or walk into the next exec, board, or investment discussion.
Faster strategic output
Run a full analysis in about 20 minutes in Auto-Run mode, or use Guided mode to refine the thinking with insider context and supporting documents.
Four use cases, one decision engine
SeanPropApp is built for different kinds of strategic questions, not just one style of company analysis.
Whole Company Analysis
Assess the strength of a company's proposition, market position, and moat trajectory.
New Product Idea
Pressure-test whether a proposed product or feature is truly compelling before building.
Hypothetical M&A
Explore whether an acquisition target strengthens strategy, differentiation, and platform logic.
Strategic What-If
Challenge a bold market, category, or operating-model thesis before it becomes an expensive distraction.
How it works
Frame the decision
Enter the company, initiative, or acquisition thesis. Add optional context or documents if you want to guide the analysis.
Run the analysis
SeanPropApp works through a structured sequence covering market, customer, competition, proposition strength, and business-model viability.
Debate the output
Use the analysis and future press release to sharpen discussion, challenge assumptions, and decide what to do next.
What you walk away with
The output is designed to help people think, debate, and decide faster.
- A complete strategic analysis
- A future press release that sharpens the debate
- A clearer articulation of strengths, gaps, and risks
- The most important unanswered questions
- Outputs you can reuse in memos, decks, and leadership reviews
Run a live analysis today
SeanPropApp is free during beta. Bring your own API key and pressure-test a real initiative, acquisition, or company thesis today.
In under an hour, you can get a far clearer view of whether an initiative deserves more conviction, more evidence, or less investment.
Get Started Free During BetaYou supply your own API key (Anthropic or OpenAI) and pay only for token usage directly to your provider: typically $0.25 to $2 per full 18-module analysis depending on model tier.
Private by design
Your work stays under your control. SeanPropApp uses your own API key, does not store your content on our servers, and is designed for sensitive strategic thinking.
- Bring your own Claude or OpenAI API key
- Zero content storage on SeanPropApp servers
- Browser-first storage model
- Optional document grounding for better output