ComparEdge AI, SaaS and Security Software Catalog: Pricing, Ratings and Market Coverage

A continuously updated, structured dataset covering B2B software tools across AI, SaaS, cybersecurity, and cryptocurrency verticals. Compiled from public vendor documentation, independent review platforms, and primary source verification with a 30-day rolling cadence.
Dataset fields per product:

Identity: slug, canonical name, category, subcategory
Pricing: model (subscription/usage-based/one-time/freemium), starting price USD, billing cadence, free-tier availability, plan structure
Composite Score: weighted evaluation across Features (30%), Pricing (25%), User Ratings (25%), Ease of Use (20%)
Freedom Score: proprietary vendor lock-in risk metric (0 to 100) covering data portability, API access, contract flexibility, migration cost, and ecosystem dependency
Community ratings: G2 aggregate rating and verified review count
Data confidence: four-tier classification with timestamp-based decay logic
Alternative products: curated list of verified alternatives per tool
Editorial independence: No vendor sponsorships or paid placements influence dataset composition or scoring.
Methodology: comparedge.com/methodology | API: comparedge.com/open-data | MCP: comparedge.com/mcp | Repo: github.com/comparedge/awesome-saas-comparison-data