Find tools to add to your SaaS and build standalone tools
Independent AI tool reviews with verified pricing and published scoring
Stage
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Founded
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Based in
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Pricing model
Paid
Freemium
Pricing
ProvenTools Library: $99 one-time payment, includes all 104,886 tool ideas, 650 curated software ideas with build prompts, 99,000+ tool ideas in specialized databases, smart search, backlink database, and lifetime updates with 50 new curated ideas added monthly. Free calculators and generators also
Free tier with verified listing; Standard tier $19 one-time for 72-hour review; Featured tier $49 one-time including homepage feature and newsletter mention; Launch tier $99 one-time including trends listing and priority scored review
Key features
104,886 web tool ideas with search volume data
650 curated software ideas with 13-section build prompts
AI Assistant for personalized recommendations
Smart semantic search across entire library
Keyword difficulty and traffic potential metrics
Implementation guides with tech stack recommendations
Backlink database for tool promotion
Project tracking from saved ideas to shipped products
99,000+ tool ideas including Chrome extensions and Shopify apps
50 new curated ideas added monthly
1631 tools tracked across 20 categories
Verified pricing with dates on every listing
Published six-dimension scoring formula
Task-based AI Tool Finder
Monthly price verification cycle
Quarterly full-site refresh of dates and FAQs
Daily industry watch and pricing alerts
Multiple review tiers with transparent labeling
Aggregated user feedback from multiple platforms
Public corrections log
What makes it different
Real search volume data for every tool idea to validate demand before building
AI-ready build prompts for Claude Code, Cursor, and Codex integration
ProvenScore ratings with evidence confidence and freshness dating
Designed for indie hackers, SaaS founders, and developers at different technical levels
Never accepts payment for favorable coverage or ranking changes
Transparent, published scoring methodology applied consistently
Verified pricing checked against official vendor pages with dates
Honest cons listed on every tool page
Editorial independence with disclosed affiliate partnerships
NicheTools
Marvienta