ToolScout

Find the right AI & software tool for the job.

ToolScout is a lightweight recommendation engine designed to help people choose software and AI tools based on their actual needs — not generic rankings.

MVP

• Interactive recommendation flow
• Curated tool database
• Deterministic scoring engine
• Affiliate-ready outbound links
• SEO-friendly tool pages
• No paid infrastructure required for the initial MVP

Principles

• Recommendations should be useful before they are monetized.
• Pricing/features must be traceable to a source and verification date.
• Never invent product capabilities, pricing, reviews, or affiliate relationships.
• Affiliate relationships will be disclosed clearly.
• Start small, measure demand, then automate.