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Outglow
Daily AI visibility tracking for Romanian businesses
Outglow asks ChatGPT, Gemini, Perplexity and Claude the questions your customers actually ask, every day, and tells you whether your business gets named, ignored, or confused with someone else. Built for one market: Romania.
Hi Product Hunt 👋
I built Outglow after losing a client to a sentence I never saw. They asked ChatGPT which agency to hire, got three names, and mine wasn't one of them. I had no way to know that had happened, let alone why.
So Outglow does the boring part: every day it asks ChatGPT, Gemini, Perplexity and Claude the questions your customers actually ask, and shows you whether your business gets named, which competitor got named instead, and which pages the model quoted to get there.
One thing I should say up front: the app is in Romanian, and pricing is in lei. This launch page is the only part in English. That's on purpose. AI answers are local — the models recommend different businesses in Bucharest than in Berlin, and they read completely different sources to get there. I'd rather do one small market properly than every market badly.
Something I found while building it, which might be useful even if you never touch the product: I ran 500 real buying questions through ChatGPT, then ran the same searches on Google, and compared the businesses each one named. Only about 16% of the businesses ChatGPT recommends have their own site in Google's top 10 for the equivalent search. Both lists were roughly the same length, 1,269 businesses named by ChatGPT and 1,291 present in Google's top 10, but only 207 appeared in both.
It's one market, one day, one run per question, and I've written up the limitations honestly. But it was enough to convince me that ranking well and getting recommended are two different games.
Happy to answer anything, including the sceptical stuff. What would you want to see tracked?
About Outglow on Product Hunt
“Daily AI visibility tracking for Romanian businesses”
Outglow was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #159 on the daily leaderboard. Outglow asks ChatGPT, Gemini, Perplexity and Claude the questions your customers actually ask, every day, and tells you whether your business gets named, ignored, or confused with someone else. Built for one market: Romania.
On the analytics side, Outglow competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 980.9k followers on Product Hunt. The dashboard above tracks how Outglow performed against the three products that launched closest to it on the same day.
Who hunted Outglow?
Outglow was hunted by Eric Cosulea. 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.
For a complete overview of Outglow including community comment highlights and product details, visit the product overview.
Eric Cosulea