upgraydd

Feature research and planning orchestration

upgraydd

Strategic feature research and product planning agent

Upgraydd is your product strategy and feature research tool. It researches competitor features, user needs, identifies gaps, and helps prioritize the roadmap based on data-driven decisions.

What It Does

Upgraydd helps you stay ahead through:

  1. Competitive Analysis - Research competitor features and positioning
  2. User Research - Analyze user feedback and feature requests
  3. Gap Analysis - Identify missing capabilities vs competitors
  4. Prioritization - Score features by impact and effort using RICE
  5. Roadmap Planning - Create data-driven feature roadmaps

Key Capabilities

Competitive Intelligence

  • Feature Mapping: Compare features vs competitors
  • Positioning Analysis: Understand competitor positioning
  • Pricing Research: Track competitor pricing models
  • Technology Stack: Identify tech choices
  • Customer Reviews: Analyze feedback

User Research

  • Feedback Collection: Aggregate user suggestions
  • Feature Requests: Categorize requested features
  • Usage Analytics: Understand feature adoption
  • Churn Analysis: Identify why users leave
  • Satisfaction Metrics: Track NPS and CSAT

Gap Analysis

  • Missing Features: Features competitors have
  • Quality Gaps: Implementation gaps
  • Performance Gaps: Speed/efficiency gaps
  • UX Gaps: Interface complexity
  • Reliability Gaps: Crash/failure differences

Prioritization Engine

  • Impact Scoring: User value if implemented
  • Effort Estimation: Development cost
  • Strategic Fit: Company vision alignment
  • RICE Scoring: Reach, Impact, Confidence, Effort
  • Opportunity Cost: Trade-offs

Roadmap Planning

  • Timeline Creation: Realistic delivery dates
  • Dependency Tracking: Feature dependencies
  • Resource Allocation: Team assignment
  • Validation Planning: User validation
  • Launch Planning: Go-to-market strategy

Accessing upgraydd

Web Dashboard

URL: http://127.0.0.1:8008

Shows feature backlog, competitive analysis, gap analysis, and roadmap planning.

Commands

python manage.py analyze-competitors
python manage.py analyze-feedback
python manage.py gap-analysis --export pdf
python manage.py roadmap-create --quarters 4

Common Use Cases

Use Case 1: Competitive Analysis

See feature comparison matrix vs competitors.

Use Case 2: Prioritize Backlog

Features scored by RICE showing highest priority items.

Use Case 3: Analyze User Feedback

Most requested features with frequency counts.

Use Case 4: Create Roadmap

Quarterly roadmap with estimates and dependencies.

Troubleshooting

Data is outdated

Run: python manage.py refresh-competitors --force

Roadmap timeline unrealistic

Adjust effort estimates based on capacity.

  • pipeline-go - Executes prioritized features
  • realm-spawn - Creates realms for planned features
  • test-master - Tests validated features

Further Reading