AI Skill Report Card

Generated Skill

B-70·Jan 24, 2026

Business Feasibility Research

Markdown
# Business Idea Analysis: [Business Name]
Recommendation
Consider adding more specific examples
  • Concept: Brief description
  • Market Size: $X billion market
  • Feasibility Score: 7/10
  • Key Insight: Primary finding that drives recommendation

Target Market

  • Demographics
  • Size and growth rate
  • Pain points addressed

Competition

  • Direct competitors (3-5)
  • Indirect competitors
  • Market gaps identified
  • Technical: Implementation complexity
  • Financial: Startup costs and revenue model
  • Market: Demand validation
  • Operational: Resource requirements
  • Go/No-go decision with rationale
  • Next steps if proceeding
  • Risk mitigation strategies

Research Process:

  • Define business concept clearly
  • Identify target market and size
  • Map competitive landscape
  • Analyze technical requirements
  • Assess financial viability
  • Evaluate market demand signals
  • Score feasibility across dimensions
  • Synthesize findings into actionable insights

Research Dimensions

  1. Market Research

    • Industry size and growth trends
    • Target customer segments
    • Pricing benchmarks
    • Regulatory environment
  2. Competitive Analysis

    • Direct and indirect competitors
    • Market positioning gaps
    • Competitive advantages/disadvantages
    • Barrier to entry assessment
  3. Technical Feasibility

    • Implementation complexity
    • Technology requirements
    • Skill/resource availability
    • Development timeline
  4. Financial Viability

    • Startup capital requirements
    • Revenue model validation
    • Unit economics
    • Break-even analysis
Recommendation
Include edge cases

Example 1: Input: "AI-powered meal planning app for busy professionals" Output:

Markdown
# Business Idea Analysis: SmartMeals AI
  • Concept: AI meal planner optimizing nutrition, time, and budget for working professionals
  • Market Size: $12B meal kit/planning market, 8% annual growth
  • Feasibility Score: 8/10
  • Key Insight: High demand but crowded market requires strong differentiation

Target Market

  • Working professionals (25-45), household income $75K+
  • 45M potential users in US, growing segment
  • Pain points: time constraints, nutrition goals, food waste

Competition

  • Direct: PlateJoy, Eat This Much, Mealime
  • Indirect: HelloFresh, Blue Apron, grocery apps
  • Gap: AI-powered optimization for specific dietary constraints
  • Technical: 6/10 - ML models complex but achievable
  • Financial: 8/10 - Subscription model proven, $15-25/month viable
  • Market: 9/10 - Strong demand signals, growing health consciousness
  • Operational: 7/10 - Need nutrition expertise, recipe database licensing

GO - Proceed with MVP focusing on specific niche (e.g., keto, diabetes)

  • Next steps: Validate with 100 target users, build recipe partnerships
  • Risk mitigation: Start with rule-based system before AI complexity

**Example 2:**
Input: "Drone delivery service for rural areas"
Output: Feasibility score 4/10 due to regulatory hurdles, infrastructure costs, and limited market density making unit economics challenging.
  • Start broad, then narrow: Begin with industry overview, drill down to specifics
  • Use multiple data sources: Industry reports, competitor websites, customer surveys, expert interviews
  • Quantify everything possible: Market size, pricing, costs, timelines
  • Consider implementation phases: What's the MVP vs. full vision?
  • Address regulatory factors: Compliance requirements, licensing, legal barriers
  • Validate demand signals: Search trends, competitor traction, customer interviews
  • Be objective: Present balanced view including negative findings
  • Confirmation bias: Don't cherry-pick supportive data only
  • Over-optimistic projections: Use conservative market penetration assumptions
  • Ignoring operational complexity: Factor in hiring, training, scaling challenges
  • Underestimating competition: Include indirect competitors and potential new entrants
  • Skipping customer validation: Don't rely solely on secondary research
  • Missing regulatory requirements: Research compliance costs and barriers early
  • Focusing only on features: Emphasize market need and business model viability
0
Grade B-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15