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).
Envoyra measures how AI assistants recommend, rank, cite, and compare brands across ChatGPT, Claude, Gemini, and Perplexity. We run buyer-intent prompts across AI engines, record which brands are recommended, and deliver weekly reports showing your recommendation presence, who displaces you when absent, and what citation sources drive AI visibility in your category. Built for marketing leaders and brand managers.
Hi Product Hunt — I'm Golara, founder of Envoyra.
We built Envoyra because brands kept asking us: "Do we show up when buyers ask AI for a recommendation?" Nobody had a clear answer.
Envoyra runs structured buyer-intent prompts across ChatGPT, Perplexity, Gemini, and Claude, captures every response, records which brands are recommended, and delivers weekly trend reports. You can benchmark against competitors, track changes over time, and identify where your brand has visibility gaps in AI-generated discovery.
We're publishing ongoing research on AI-driven brand visibility at envoyra.com/publications. Happy to answer questions about how we measure AI recommendation presence and what the data shows so far.
@golara_serio Ran the preview on my own brand since I had a baseline to compare against. Got 2/3 on Perplexity, but the miss was the interesting one: the only truly unaided query was the one I didn't show up in.
One of my two hits came from a prompt that already had my brand name in it, and that's recall, not visibility.
Curious if the full audit splits those into separate numbers, because mixed together they flatter everyone's score.
The engine divergence note at the end rings true though, I see the same thing between ChatGPT and Perplexity in my category.
About Envoyra on Product Hunt
“Monitor how AI assistants recommend your brand”
Envoyra was submitted on Product Hunt and earned 6 upvotes and 4 comments, placing #78 on the daily leaderboard. Envoyra measures how AI assistants recommend, rank, cite, and compare brands across ChatGPT, Claude, Gemini, and Perplexity. We run buyer-intent prompts across AI engines, record which brands are recommended, and deliver weekly reports showing your recommendation presence, who displaces you when absent, and what citation sources drive AI visibility in your category. Built for marketing leaders and brand managers.
Envoyra was featured in Analytics (172.3k followers), Marketing (464.7k followers) and Artificial Intelligence (470.9k followers) on Product Hunt. Together, these topics include over 188.8k products, making this a competitive space to launch in.
Who hunted Envoyra?
Envoyra was hunted by Golara Serio. 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 Envoyra stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Golara Serio