PromptScout helps founders, SEO consultants, and agencies understand AI visibility. Start with a free technical AI-readiness audit, then create a free account to track how AI assistants mention your brand, cite your pages, and surface competitors. Track how ChatGPT, Gemini, Google AI Overviews, and Perplexity mention your brand, cite your pages, and surface competitors in AI answers.
Hi Product Hunt - I built PromptScout because founders and lean marketing teams are starting to lose discovery to AI answers they cannot see in normal SEO dashboards.
Google rankings still matter, but they no longer tell the whole story. Buyers now ask ChatGPT, Gemini, Google AI Overviews, and Perplexity for recommendations, comparisons, and shortlists. If your brand is missing there, a page-one ranking may not be enough.
PromptScout starts with a free technical AI-readiness audit because that is the cheapest useful first check: can AI crawlers access the site, can the page be extracted, are important pages discoverable, and what should be fixed before running visibility monitoring?
Live AI visibility data is gated behind signup so PromptScout can save the brand, prompts, monitor runs, competitors, cited sources, and reports in one dashboard instead of giving a throwaway anonymous result.
The most useful feedback: which ICP this feels strongest for, which buyer-style prompts you would want to monitor first, and whether the audit-first flow makes the signup step feel earned.
This is solving a problem most founders don't even know they have yet. I've been tracking how AI models mention competitors in our space (YouTube growth tools) and it's wild how much traffic is shifting from Google searches to AI recommendations. Being invisible to LLMs is the new "not ranking on page 1." How granular is the tracking — can you monitor specific prompts or just brand mentions?
I believe all the products that try to solve the distribution problem in vibe-coding era have some really great chances to succeed. You're doing a great job guys, all the best!
Congrats on the launch, Łukasz. I tried PromptScout for my site and liked the monitoring run.
The competitor appearance rate was especially useful because it makes the result feel less like a generic “AI visibility score” and more like an actual market-positioning signal. I also liked the positioning-by-prompt graph because it shows how differently a brand can appear depending on what the buyer is asking.
The AI visibility category still feels early, but PromptScout made the problem feel concrete pretty quickly. Seeing where competitors show up, where my site is weaker, and which prompts change the positioning makes the monitoring angle feel much easier to understand.
AI visibility is one of the holes in our 2026 marketing stack right now. google rank tracking still tells us a story, but it's an incomplete one, half our category shifted to 'what does chatgpt say'. running the audit today and setting up monitoring for our top buyer prompts. will report back actual numbers after a few weeks of data, that's the only honest signal anyway
This is super relevant to us. We've been optimizing our airport pages for AI visibility and manually checking ChatGPT and Perplexity to see if we show up. Having a tool that tracks this automatically would save a ton of time. Congrats on the launch, definitely going to try this.
how do you handle the fact that AI responses are different every time you ask the same question. like if I check my brand visibility today and ask the same prompt tomorrow the answer could be completely different. is the tracking based on averages across multiple runs or single snapshots
About PromptScout on Product Hunt
“Track your brand visibility across AI models”
PromptScout launched on Product Hunt on May 15th, 2026 and earned 85 upvotes and 13 comments, placing #22 on the daily leaderboard. PromptScout helps founders, SEO consultants, and agencies understand AI visibility. Start with a free technical AI-readiness audit, then create a free account to track how AI assistants mention your brand, cite your pages, and surface competitors. Track how ChatGPT, Gemini, Google AI Overviews, and Perplexity mention your brand, cite your pages, and surface competitors in AI answers.
PromptScout was featured in SEO (37.6k followers), Artificial Intelligence (468.7k followers) and Vercel Day (9 followers) on Product Hunt. Together, these topics include over 101.7k products, making this a competitive space to launch in.
Who hunted PromptScout?
PromptScout was hunted by Łukasz Starosta. 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 PromptScout stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Łukasz Starosta