Cockroach Labs (cockroachlabs.com) scores 72 out of 100 for Reddit visibility, based on 18 tracked Reddit mentions across communities such as r/InterviewCoderHQ, r/devops, r/dbos, r/CockroachDB, r/productdesignjobs. The brand is categorised under Agentic Distributed Cloud Database Estate.
A score in this range means Cockroach Labs is regularly discussed by real Reddit users, which is exactly the kind of source ChatGPT, Perplexity, Gemini and Google AI Overviews quote when someone asks for a recommendation in this category.
The threads listed above are live links, sorted by upvotes. They are the fastest starting point for engagement: answering a question in an existing thread reaches an audience that is already comparing options, and the thread keeps ranking in Google and feeding AI answers long after it is posted.
How this score is calculated
The Reddit visibility score runs from 0 to 100 and combines mention volume on a logarithmic curve, engagement weighting from upvotes and comments on those threads, and the subscriber reach of the subreddits involved. Zero mentions always produce a score of zero. See how Cockroach Labs compares with every other scanned brand on the Reddit visibility leaderboard, or run a fresh audit for any other domain.
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