A deterministic read on Hacker News developer sentiment for any brand, tool, or library, exposing four MCP tools for sentiment summary, mention search, feature requests, and trending discussions.
Provides cited product-review verdicts synthesised from real user voices across multiple platforms, enabling AI agents to query live opinions with ratings, pros/cons, and confidence tiers.
Enables AI visibility analysis for brands, providing scores, sentiment, competitor comparison, and recommendations across multiple AI models like Claude and GPT-4o.
Provides AI agents with real-time social trends, cross-platform sentiment, viral content velocity, and brand mentions from Reddit, Hacker News, and Google Trends.