ComparEdge SaaS and AI Tools Market Dataset

A structured, open dataset covering B2B software tools across AI, SaaS, cybersecurity, and cryptocurrency verticals. Each record aggregates pricing, feature, and rating data from primary vendor sources and independent review platforms, enabling reproducible market research and competitive analysis.
Key data dimensions:

Pricing model: subscription, usage-based, one-time, freemium
Starting price (USD) and billing cadence
Free-tier availability and plan structure
Freedom Score: proprietary vendor lock-in risk metric (0 to 100)
Composite Score: weighted evaluation across Features, Pricing, User Ratings, and Ease of Use
G2 aggregate rating and verified review count
Curated alternatives list per product
Data confidence tier with freshness decay logic
Use cases: SaaS budget modeling, competitive benchmarking, pricing dispersion studies, vendor switching cost analysis, ML training data for software recommendation systems.
Methodology: comparedge.com/methodology | Live dataset: comparedge.com/open-data | MCP server: comparedge.com/mcp | GitHub: github.com/comparedge/awesome-saas-comparison-data