AI Skill Report Card

Planning Fresh Product Categories

A-82·Jun 5, 2026·Source: Web
YAML
--- name: planning-fresh-product-categories description: Plans fresh product categories for supermarket operations including seafood, meat, produce, and bakery sections. Use when developing category strategies, optimizing product mix, or restructuring fresh departments. ---

Fresh Product Category Planning

15 / 15

Category Planning Template:

Category: [Seafood/Meat/Produce/Bakery/Dairy]
Target Revenue: ¥[amount]/month
Space Allocation: [sqm]
SKU Count: [number]
Profit Margin Target: [%]
Key Suppliers: [3-5 main suppliers]
Seasonal Adjustments: [Q1/Q2/Q3/Q4 variations]
Recommendation
Add one more concrete input/output example showing a poor planning outcome to demonstrate what NOT to do
15 / 15

Progress:

  • Market analysis and competitor benchmarking
  • Sales data review (last 12 months)
  • Customer demand assessment
  • Supplier capacity evaluation
  • Space and equipment requirements
  • Pricing strategy development
  • Staffing and training needs
  • Implementation timeline
  • KPI setting and monitoring plan

Detailed Process

  1. Data Collection

    • Analyze previous 12 months sales by subcategory
    • Review customer traffic patterns and peak hours
    • Benchmark competitor offerings within 3km radius
  2. Category Prioritization

    • Rank categories by: Revenue potential, Profit margin, Customer frequency, Operational complexity
    • Apply 80/20 rule: Focus on top-performing subcategories
  3. Space Planning

    • Allocate floor space based on revenue per sqm
    • Plan cold storage and display requirements
    • Consider customer flow and cross-merchandising opportunities
  4. Supplier Strategy

    • Identify 3-5 primary suppliers per category
    • Negotiate volume discounts and delivery schedules
    • Establish quality standards and return policies
Recommendation
Include specific KPI targets and benchmarks (e.g., 'Target 15+ inventory turns annually for produce, 8+ for seafood')
18 / 20

Example 1: Seafood Category Input: Planning seafood section for 200sqm store Output:

  • Live seafood: 30% space, ¥80k/month target
  • Fresh fish: 45% space, ¥120k/month target
  • Frozen seafood: 25% space, ¥40k/month target
  • Key suppliers: Local fish market (60%), Frozen distributor (40%)
  • Peak seasons: Chinese New Year (+150%), Summer (+30%)

Example 2: Produce Category Input: Optimizing vegetable section profitability Output:

  • Leafy greens: 40% space, 25% margin, daily delivery
  • Root vegetables: 30% space, 35% margin, 3-day cycle
  • Seasonal fruits: 30% space, 20% margin, varies by season
  • Organic premium line: 15% price premium, 10% space allocation
Recommendation
Provide a quick decision framework or scoring matrix for category prioritization rather than just listing factors
  • Seasonal Planning: Adjust category mix quarterly based on Chinese festivals and weather patterns
  • Local Sourcing: Prioritize local suppliers for produce (shorter supply chain, higher freshness)
  • Cross-Category Synergy: Place complementary items nearby (tomatoes near basil, fish near lemon)
  • Quality Standards: Implement strict freshness rotation (FIFO) and quality checkpoints
  • Price Positioning: Maintain 3-tier pricing (economy/standard/premium) across categories
  • Over-SKU-ing: Too many similar products confuse customers and increase waste
  • Ignoring Local Taste: Not adapting to regional preferences and cooking habits
  • Poor Cold Chain: Inadequate temperature control leading to quality loss and complaints
  • Seasonal Miscalculation: Overstocking before holidays or understocking during peak demand
  • Supplier Over-Dependence: Relying on single suppliers creates supply risk
  • Space Inefficiency: Allocating premium space to low-margin or slow-moving items
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
15/15
Examples
18/20
Completeness
16/20
Format
15/15
Conciseness
13/15