This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Hi everyone, Melinda here, founder of OTW Signal.
Everyone knows buyers now ask AI what to buy. The uncomfortable part is that you cannot manage what you cannot see, and AI answers are a black box. They change by phrasing, by model, by day, and they rarely cite sources you can audit. "Are we in the answer?" turns out to be a genuinely hard measurement problem, not a dashboard toggle.
OTW Signal is built for that problem. We run your category's real buying questions across the major assistants on a schedule, track whether you appear and how you are described, flag where competitors get recommended instead, and show whether it is moving. Think rank tracking, but for AI answers.
What surprised us in early accounts: brands that dominate Google search were often invisible in AI answers for the exact same queries, because the models lean on sources the brand never prioritized. Fixing that is a different playbook than SEO.
Still early and I would love your feedback, especially on which assistants and metrics matter most to you. Happy to dig into anything in the comments.
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About OTW Signal on Product Hunt
“Track and improve how AI sees your brand.”
OTW Signal was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #137 on the daily leaderboard. Find out why AI recommends your competitors instead of you. A real visibility report, with every claim traced back to evidence. Free preview.
OTW Signal was featured in Analytics (172.9k followers), Marketing (466.3k followers), Artificial Intelligence (474.3k followers) and OpenAI Day (8 followers) on Product Hunt. Together, these topics include over 202.3k products, making this a competitive space to launch in.
Who hunted OTW Signal?
OTW Signal was hunted by Melinda Tongdee. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how OTW Signal stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Melinda Tongdee