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Monitoring Reddit, HN, and developer forums 24/7 for AI teams

Conversations analyzed

50,000+

Across Reddit, Hacker News, and developer forums where buyers compare products, vent about pricing, and ask for alternatives.

Turnaround

24 hours

Fast enough for sales follow-up, founder meetings, and roadmap discussions already on this week's calendar.

Teams served

20+ AI companies

Useful for founders, PMs, growth leaders, DevRel, and engineering teams who need signal they can act on quickly.

What developers think of you

Sentiment, recurring praise, sharp complaints, and the narratives shaping your reputation.

Competitive mentions and the specific alternatives developers bring up when they evaluate your product.

The features, fixes, and positioning gaps that show up repeatedly in public discussions.