... caught the Conversation Radar post, you know the premise: AI engines cite people talking about brands, so we built a radar

... pieces. People talking about brands, not brands talking about themselves. Which means the conversations happening today are the citations of tomorrow. If your brand isn't in them, you're not in the answers either. So we built Conversation Radar. It crawls 6 platforms (Reddit, Quora, LinkedIn, Hacker News, Medium, dev.to ), finds the live conversations relevant to your brand and category, tags each one as a Question, Discussion, Problem, or Comparison, and links you straight to the thread ...

... FleetStart Radar is live today for West Midlands teams that sell to or schedule work for fleets. It monitors Traffic Commissioner publications, the CQC directory and DfT Street Manager data, then separates three questions: - Did an operator or care location change? - Is the official source healthy even when there is no new alert? - Could roadworks affect a saved customer job? Each opportunity retains official-source context, detection date, research links, notes, pipeline status and CSV export. It is decision support ...

... actually reads every resume, clean hiring reports, dual-currency pricing, and a live dashboard tying it all together. Also shoutout to everyone pushing back on default scoring rubrics (you know who you are ). That's now genuinely on our radar. This is exactly the kind of thing that makes launching here worth it. Curious to hear: if you're dealing with ATS chaos right now, what's the one part of that mess you'd fix first if you could ...

... crawl block in your robots.txt is quietly locking out AI search bots. So, I built a tool to solve my own headache. It's called AEO Audit Pro ! Here is what you can check in 30 seconds: AI Visibility Radar: Track exactly how major engines (ChatGPT, Gemini, Perplexity) see and cite your brand. Knowledge Graph Entity Checker: Instantly map your site's semantic data and schema to see if search engines can logically connect your brand to your target keywords ... ... Semantic & Crawl Diagnostics: Instantly pinpoint what is blocking AI crawlers or muddying your brand's authority. Drop your website URL below, and I'd be happy to run a manual radar

... recently joined @appsumo Radar , which got me thinking about the role AppSumo plays for early-stage SaaS products after a Product Hunt launch. My impression is that it's a great opportunity to connect with engaged early adopters who are willing to explore new products, provide honest feedback, and help shape the roadmap while also becoming early customers. I'm curious how other founders see it. If you've launched on AppSumo, what was your experience? Did it help ... ... give feedback. From what I heard from other founders, some AppSumo users can later convert into regular plans, but time will show how that works for us. Comment from Shekhar Iyer(@shekhar_iyer): by looks of it appsumo radar

... discounts we caught, including ones you report. Landed cost, so shipping is baked into whether the "cheaper" option is actually cheaper. Wider coverage where this hurts most: TikTok Shop, Walmart, Wayfair, Home Depot, and more, with AliExpress on our radar. And if you are a seller getting knocked off by white-label copies, we want to hear from you too. We would rather verify you than lump you in with the noise. What we need from ... ... that is what will make the experience exponentially better Comment from Ryan Butz(@ryanbutz): @fatima__sani  Can you explain that more - not sure I follow. I want to make sure this something we put on our teams radar

... What started as a Product Hunt companion has become a BI layer for launches. Custom dashboards, momentum, opportunity radar, hunter analytics, repeat launches, race replay, maker responsiveness and more. Special thanks to @oshylabs and everyone in this forum whose feedback shaped a lot of this repeat launches and the responsiveness signal came straight out of conversations here. (The responsiveness metric even caught a question I'd missed on my own launch.) What's still missing? If you could ... ... actually trust. Comment from M. M. Carvalho(@m_m_carvalho): @oshylabs  @Arnold Oshenye You nailed it. That's exactly the gap PH celebrates day 1, but the real metric is day 90. We're adding this to PH Radar

... shows you your visibility, share of voice, and citation rates across each platform individually . This allows you to see exactly where you win and where you are invisible, with the granularity required to understand each platform's editorial identity. Competitor Intelligence: The platform automatically detects competitors

... everyone, I'm Lloyd, founder of Pixelmojo. Sharing Radar, our AI visibility platform that just hit GA. The problem it solves: Most teams are publishing content and optimizing for AI search but have no idea whether ChatGPT, Perplexity, Claude, or Gemini are actually citing them or citing them correctly. We analyzed 59 real AEO audits and 9 in 10 sites scored an F. AI engines often hallucinate facts, link your brand to the wrong entity, or simply can't reach ... ... your content. What Radar

... recurring piece of feedback after launching PH Radar was that makers want more context, not just rankings. I'm currently experimenting with a BI layer that analyzes Product Hunt activity beyond the daily leaderboard. Current prototype dashboards include:: Launches by category Votes by category Hunter activity Comment-to-vote ratios Historical launch trends My goal is to help makers answer questions like: Which categories are becoming more competitive? Which hunters are consistently active? When is the best time to launch ... ... nothing actually gets resolved. If you can, grade whether a reply closes the question rather than just touches it. Even a crude signal helps, reply length relative to the question, or whether it carries a link or a number versus

... time to write - Invoices delayed because time logging and billing aren't connected Empire PM solves all four in one dashboard: AI project planning from a brief Proposals & estimates in 60 seconds Automated invoice & retainer billing Risk radar with AI scanning Weekly status reports from live data Client-ready reports (no internals exposed) Live and taking paying customers from $17/mo at pm.one-empire.com What PM pain point would you add to this list? Comment from Stacy Wycoff(@stacywycof83995 ... ... pain point I would add is not really a project pain point, it is a business pain point that project tools rarely touch, knowing which client or task actually needs your attention today versus

... battle. Manually reviewing real founder posts to test the tool is honestly the right approach at this stage. It's slow but it teaches you what real vs performative feedback needs actually look like. Automation comes later. Comment from Mustafa Arian(@thenameisarian): What you're building TAM Network. the alternative

... Product Hunt I m Cheng,the maker of Signal Radar. And today is my first launch. This started with an uncomfortable realization: the moment you need your phone most lost on a trail, injured in the backcountry, stranded in a country you don t know is usually the moment it stops being useful. No signal, no maps, no help, no answers. Most safety apps don t actually fix this. They need a connection, an account, or a server ... ... loop exactly what you can t reach when it matters. Signal Radar

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... best thing and launching a product instead. Real talk, I could write a normal maker comment explaining what uselink does. Instead I'm going to let you click on something. I made a little CEO-readiness tester in Claude. Radar chart up top, scoring sliders below, and a stack of drag-and-drop "evidence cards" (shipped a product, survived a board meeting, can actually fire someone). Drag them in, watch the chart redraw, get your verdict. It's live right ... ... wasn t afraid to tell people no. I m curious whether it evaluates vision, execution, resilience, hiring, or something completely diffrent Comment from Bruce Warren(@bruce_warren): The drag and drop evidence cards are a great touch . Watching the radar

... getting smarter and more forgiving. Export is getting more flexible so your knowledge base stays portable. Browser Extension Update: We've decided to move forward with the original version of the browser extension, which was a pop-up vs side panel. A few things to note: It provides support across more browsers. Enables you to create recall cards on multiple pages at the same time. It will be locked by default and you can resize it. Write ... ... more scalable way to add bulk content to Recall: this will require some significant investment, so we will be making progress toward it and will come a little further down the line. It's on our radar

... look at the top Mac cleaning utilities today, they all share a similar design language: they look like a 2005 spaceship dashboard. They have spinning radars, giant red warning signs flashing "YOUR MAC IS IN DANGER", and custom UI elements that look nothing like macOS. It s designed to create panic and force a purchase. When I started building OptiClear , I decided to take the exact opposite approach. I wanted the UI to be almost... boring. I used standard SwiftUI ...

... about to buy. So when someone asks an LLM for a tool in your category do you show up? Most founders type their product name into ChatGPT for the first time and feel that quiet panic. Competitors show up. Inferior products show up. They don't. SEO gets you on Google. GEO gets you cited by AI. They're completely different games and most founders don't even know the second one exists yet. Directory presence, brand mentions, citation footprint ... ... content structured for how people actually query AI that's what determines whether a model recommends you or your competitor

... safer ambient behavior a Discord bouncer stack with warning filters, strike ladders, timeout hooks, personality packs, and safe-mode admin controls a new dashboard decision surface, where Blaze can now expose a decision panel, player memory brief, world pressure radar, and short-horizon forecast windows behavior patterning, so the system starts reading player tendencies instead of only reacting to world state dynamic contract generation, where the Underworld board now writes from live state rather than feeling like a fixed template ...

... changing. Google AI (SGE) is hijacking your organic clicks. SGEspy detects AI intrusions, analyzes competitor hijacking, and generates SGE-ready JSON-LD to get you cited in the AI Box. Stop guessing, start monitoring. Hi Product Hunt community! I'm William, and I built SGEspy because I was tired of seeing brands and SEO agencies panic over Google's Search Generative Experience (SGE) without having any real data to act on. We all saw the traffic dropping, but we didn ... ... know why or who was stealing our spots in the Al Box. I built SGEspy to be the radar

... built Renewal Radar a subscription tracker with a twist. Most people have no idea how much they're spending on subscriptions each month until the charge hits their bank account. I was one of them. So I built something to fix it. Here's what it does: Tracks all your subscriptions in one place Alerts you before anything renews Gives you a monthly roast of the ones you're wasting money on Example roast: 'You haven't opened Duolingo ...

... team, just shipping. Would love to connect with other builders working in AI governance, compliance tooling, or open-source dev tools. Curious: for those of you building AI products, has the EU AI Act even hit your radar yet? Or is it still something you figure you'll deal with later? GitHub: github.com/air-blackbox Website: airblackbox.ai PyPI: pypi.org/project/air-blackbox/ ...

... Servers Resources are also on the way. This will enable MCP servers to expose structured, URI-based data sources that clients can discover and read. MCP Apps Integration (Planned) The newly introduced MCP Apps feature is on our radar as well. We're planning to bring full MCP Apps support into the platform. With these additions, MCPCore is becoming a fully equipped platform for building MCP servers, covering Tools, Prompts, Resources, and Apps all in one place. One more thing ...

... everyone 23-year-old founder here. Started Haku AI after being in Sales doing the grunt work. Raised a round, built a team, and now we're heads-down shipping. Product Hunt has been on my radar since day one & it feels right to finally be here. Would love to connect with other founders and makers in the community! Let's Hunt ...