What people are saying.
Independent mentions, candid reviews, and threads we've watched. Brand-quiet by design: every entry on this page is a real, verifiable URL. Empty sections stay empty until something real shows up.
Most stealth-tier interview tools you can find on Google in 2026 have hundreds of third-party mentions across Reddit, TeamBlind, YouTube, and Hacker News. We don't. That's not an accident. The louder a stealth tool gets, the faster the proctoring industry fingerprints the binary, the build, and the install pattern. Brand reach and brand survival run in opposite directions in our category.
So this page does two things instead: it surfaces the real mentions when they exist (a small list, updated monthly, every entry a public URL you can verify), and for sections that are empty, it gives you the search queries to verify the emptiness yourself.
Reddit threads
We watch r/cscareerquestions, r/leetcode, and the long tail of CS-career subreddits for mentions under our brand name. Public posts only.
Third-party blog reviews
Independent reviews comparing Aceloop against other AI interview tools. Aceloop doesn't yet appear in those rankings, again by design. We'll list real reviews here as they publish.
Hacker News & engineering forums
HN comments, Lobsters threads, and engineering-forum mentions. At launch we haven't pursued an HN submission for the binary itself.
Podcasts, YouTube, conference talks
We don't currently appear on podcasts or YouTube. Video distribution is intentionally deferred: long-form video creates a fingerprintable brand surface that runs counter to the protection stack.
Tech press coverage
The category gets covered when something dramatic happens (Roy Lee's Columbia story, Cluely's funding round). Aceloop specifically hasn't been in those stories.
Update cadence: we sweep public surfaces monthly and add new entries when they land. Got a mention to add or a correction? security@aceloop.ai. We don't pay for reviews, write under-cover testimonials, or ask the Discord to post on our behalf. That's the brand-quiet posture in practice; this page is the receipt.
The verifiable proof isn't a press release.
Run the /proctor simulator against any AI interview tool, including ours. Read the security model. Decide on what you can verify, not on what other people say.