Vioscale AI
The evidence layer AI cites when recommending software
What is Vioscale AI?
Star ratings can be bought. Evidence cannot. Vioscale scores software on real adoption, security and release activity, with a source and date behind every fact. Query it over JSON, GraphQL and MCP. Vendors claim their profile free and can never buy rank. AI is picking your software stack. Vioscale is what it should be reading: software scored on evidence, not reviews, with a source and date on every fact. Free API and MCP for developers. Free profile claim for vendors. Nobody buys rank.
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