Home/r/SideProject/2025-05-28/#1273
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Spent $70k and 2 years on my photo enhancement app, total failure. Shutting down this week

r/SideProject
5/28/2025

SAAS TOOLS

SaaSURLCategoryFeatures/Notes
Photo enhancement appN/AImage processingOffers six enhancement modes: overall quality enhancement, color enhancement, dark photo enhancement, upscaling, colorization, and old photo restoration

USER NEEDS

Pain Points:

  • High competition in photo enhancement market
  • Difficulty converting free users to paying subscribers
  • High server costs ($450/month)
  • Poor time management and contractor selection

Problems to Solve:

  • Need for high-quality photo enhancement solutions
  • Desire for affordable and effective photo editing tools
  • Demand for user-friendly interface and seamless experience

Potential Solutions:

  • Open sourcing the project
  • Shifting to on-device processing
  • Exploring B2B licensing opportunities
  • Pivoting to niche markets

GROWTH FACTORS

Effective Strategies:

  • Conducting thorough market research
  • Optimizing AI models for performance
  • Implementing multiple business models

Marketing & Acquisition:

  • ASO strategies and optimizations
  • Free trial periods with ads
  • Watermarking free versions

Monetization & Product:

  • Subscription model with weekly/monthly options
  • Need for better pricing strategy and value proposition

User Engagement:

  • Community building through open source
  • Providing clear examples and comparisons
  • Offering generous free trials