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    business plan validator

    1

    Validate business ideas through market sizing, competitive analysis, and unit economics modeling.

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    business plan validator

    business plan validator

    Example session with this skill installed

    I want to launch a subscription service for high-end organic dog treats delivered monthly to urban apartment dwellers. Is this a viable business?

    • Read your context and instructions
    • Compiled the business plan validator

    I have researched the premium pet snack market and analyzed the unit economics for a subscription-based delivery model.

    Business Validation: BarkUrban Organic Subscriptions

    Verdict: Cautious Go
    Confidence: Medium

    The Idea
    BarkUrban is a direct-to-consumer subscription service targeting high-income dog owners in dense urban areas. It provides premium, organic, locally-sourced treats tailored to the constraints of apartment living (small storage, high quality). It differentiates through hyper-local branding and ultra-low-waste packaging.

    Market Sizing

    • TAM: $5.2B (US Premium Dog Treat Market)
    • SAM: $850M (Urban-dwelling dog owners with HHI >$100k)
    • SOM (Year 1): $1.2M (Targeting 5,000 subscribers in 3 major cities)

    Competitive Edge
    Defensibility is currently low. Major players like Farmer's Dog and Chewy have scale. The moat must be hyper-local community integration and specialized ingredients that national brands cannot source at scale. Without a local partnership strategy, this is easily commoditized.

    Unit Economics

    • LTV: $480 (12 months @ $40/mo) | CAC: $120 (Targeted social + local events) | LTV/CAC: 4:1
    • Gross Margin: 55%
    • Payback: 6 months

    Risks
    *

    Market: Medium -- High saturation in pet-tech. De-risking: Run a 48-hour landing page test targeting Brooklyn owners.

    • Execution: Low -- Logistics are standard for sub-boxes. De-risking: Secure two local organic bakery partners.

    Timing: Medium -- Consumer spending on luxury pet goods is sensitive to macro shifts. De-risking: Focus on monthly rather than annual commitments.

    Next Step
    Set up a landing page with a 'Coming Soon' email capture and spend $200 on Instagram ads targeting dog owners in zip codes 10001 and 10011 to measure CTR and intent.

    Next steps

    • Finalize the list of local bakeries to ensure the 55% margin is achievable.
    • Draft the specific survey questions for the initial 100 email signups.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Calculate TAM/SAM/SOM for a specific market niche.Audit competitor strengths and weaknesses to find a defensible moat.Stress-test unit economics including LTV, CAC, and gross margins.Generate a go/no-go briefing for a new product or service.

    About this skill

    The problem

    Vague business ideas often lead to wasted capital and months of effort on non-viable projects. Founders frequently lack an objective way to pressure-test unit economics and market defensibility before building.

    What it does

    • Calculates TAM, SAM, and SOM based on real-time web research to determine market feasibility.
    • Conducts a competitive audit of top alternatives, identifying specific weaknesses to exploit.
    • Models unit economics including LTV/CAC ratios, gross margins, and payback periods.
    • Produces a structured go/no-go briefing with a confidence score and de-risking actions.

    Why this beats prompting it yourself

    General prompts often result in generic business advice and "hallucinated" market sizes. This skill enforces a rigorous framework that cross-references competitor pricing and industry benchmarks, preventing the agent from overlooking critical risks like low LTV/CAC ratios or high execution barriers.

    Use cases

    • Vetting a new SaaS feature or side project before writing the first line of code.
    • Comparing three different market entry strategies to see which has the best unit economics.
    • Objective risk assessment for a marketplace or hardware-enabled service idea.
    • Identifying the defensible moat for a product in a crowded competitive landscape.

    Known limitations

    Does not provide legal business plans for bank loans or regulated financial advice. Accuracy of unit economics depends on available industry benchmarks.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Security scanned

    Verified clean 23 days ago

    • Passed all security checks, Safe to install

    Listed23 days ago

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