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).
Privora shows you exactly which queries send users to your competitors on ChatGPT, Claude, and Perplexity — then generates the content you need to get mentioned instead. Other tools show you the problem. Privora fixes it. Every AEO tracker will tell you your visibility score. Only Privora tells you the exact content to create — FAQ sections, JSON-LD markup, comparison tables — ranked by how much they'll move your score.
I built Privora because I experienced the problem firsthand.
I was launching a product called Convoblog and doing everything "right" — SEO, content, landing pages. Then I noticed something strange: when I asked ChatGPT and Perplexity about my category, they recommended every competitor except me. Worse — there was no way to even know this was happening, let alone fix it.
I went looking for tools. The few that existed would show you a visibility score and charge $300+/mo for the privilege. But none of them told you what to actually do about it. You'd stare at a number and guess. I wanted something affordable but effective for indie developers, solo founders like me who cannot afford a huge team/agency to build up online presence for my brand especially in the answer engines.
The core idea is simple: don't just show the problem, close the gap. Privora queries ChatGPT, Claude, Perplexity and Google AI Overview for searches relevant to your brand, spots where competitors get mentioned instead of you, and then generates the exact content — FAQ sections, JSON-LD markup, comparison pages — ranked by predicted impact on your score.
The approach evolved a lot. I started with just monitoring, but quickly realized that tracking without action is just expensive anxiety. The content recommendations became the whole point.
Free tier is live — you can check your brand's AI visibility in 60 seconds.
Would love your feedback: what queries would you want to track for your brand?
"tracking without action is just expensive anxiety" is a great way to put it, that's the actual gap in most AEO tools right now. question about the measurement side though - since these models are non-deterministic and can give different answers to the same query in different sessions, do you sample each query multiple times to get a stable score, or is one query per check treated as the reading? asking because a single-sample score could swing a lot run to run and make it hard to tell if a content change actually moved the needle or you just got a different roll of the dice.
This feels like the SEO equivalent for the AI-answer era — brands optimizing for how ChatGPT/Perplexity describe them instead of just Google rankings. How do you measure "visibility" here — mention frequency, sentiment, ranking within a generated answer, or a mix?
About Privora on Product Hunt
“Giving brands visibility in answer engines!”
Privora was submitted on Product Hunt and earned 11 upvotes and 9 comments, placing #27 on the daily leaderboard. Privora shows you exactly which queries send users to your competitors on ChatGPT, Claude, and Perplexity — then generates the content you need to get mentioned instead. Other tools show you the problem. Privora fixes it. Every AEO tracker will tell you your visibility score. Only Privora tells you the exact content to create — FAQ sections, JSON-LD markup, comparison tables — ranked by how much they'll move your score.
Privora was featured in Social Media (89.2k followers), Analytics (173.2k followers) and Marketing (467k followers) on Product Hunt. Together, these topics include over 118.9k products, making this a competitive space to launch in.
Who hunted Privora?
Privora was hunted by Bharath Kallur. 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 Privora stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Bharath Kallur
Hi Product Hunters!
I built Privora because I experienced the problem firsthand.
I was launching a product called Convoblog and doing everything "right" — SEO, content, landing pages. Then I noticed something strange: when I asked ChatGPT and Perplexity about my category, they recommended every competitor except me. Worse — there was no way to even know this was happening, let alone fix it.
I went looking for tools. The few that existed would show you a visibility score and charge $300+/mo for the privilege. But none of them told you what to actually do about it. You'd stare at a number and guess. I wanted something affordable but effective for indie developers, solo founders like me who cannot afford a huge team/agency to build up online presence for my brand especially in the answer engines.
The core idea is simple: don't just show the problem, close the gap. Privora queries ChatGPT, Claude, Perplexity and Google AI Overview for searches relevant to your brand, spots where competitors get mentioned instead of you, and then generates the exact content — FAQ sections, JSON-LD markup, comparison pages — ranked by predicted impact on your score.
The approach evolved a lot. I started with just monitoring, but quickly realized that tracking without action is just expensive anxiety. The content recommendations became the whole point.
Free tier is live — you can check your brand's AI visibility in 60 seconds.
Would love your feedback: what queries would you want to track for your brand?