... That is roughly a 29x difference within the same campaign. And the winner is probably the simplest ad we made: 17,000+ investors. AI matches you with the ones that fit your raise. Free to browse. No clever hook. No complicated messaging. Just the size of the database, what the product does, and the fact that you can try it for free. The targeting data is even stranger. Reddit says only 0.23% of the audience is associated with Startups ... ... winner. 17,000+ investors is a strong concrete number, and free to browse removes a pretty obvious barrier. Maybe test different version that lead with the problem rather than the database size. Comment from Liam Bennett(@liam_bennett1): 0.052% vs

... Founders can smell marketing from a mile away. They've written the same emails, run the same ads, built the same funnels. So the usual playbook lands flat. Anything that sounds like copy gets skipped. Anything that sounds too clever gets skipped faster. What seems to work better is being specific and slightly boring. Less "transform your fundraise," more "here is the exact thing this does and here is what it doesn't do." But I'm not sure ...

... lands. But I'm realizing there's a big gap between reading about it and actually pulling it off. Some things I'm stuck on as a beginner: How do you know if an idea is "guerrilla-clever" or just going to look cringe/desperate? How much planning goes into something that's supposed to feel spontaneous? Is it better to try this online (comment sections, communities, memes) before attempting anything physical/in-person? How do you avoid legal/permit trouble ...

... working filter code plus a plain-English explanation of what it does, and you stay in control of what actually gets saved.' We'd love to see what you build with this. If you wire up something clever, or the AI writes something that makes you go "huh, didn't know you could do that," drop it in the comments ...

... easy to describe. If you can't say in one plain sentence what you do, for whom, and what makes you different, the AI can't either and it'll either skip you or invent something. Entity clarity beats clever positioning here. Boring and accurate wins. Show up where opinions get formed. The models weight community signal heavily real humans talking about real experience in places like Reddit and niche forums. Not astroturf; that gets sniffed out and it poisons ... ... deliberately low-tech: a fixed list of maybe eight prompts a real customer would actually ask, run on the same day each week across the same assistants, pasted into a plain sheet with the date. We're not scoring cleverly

... Most early-stage products do not fail because the marketing was not clever enough. They fail because not enough people ever heard about them. Clever

... been building something in this space (push notifications + approval flows for AI agents) and I'm trying to understand if everyone's workflow is as janky as mine, or if some of you have figured out something clever ...

... Eventually, we watched QueryPanel answer the kind of complicated question that had broken our first version. It understood the business context, generated the right SQL, and produced a useful chart. That was the moment it stopped feeling like a clever demo and started feeling like real infrastructure. Building it was a separate challenge. I usually worked for two hours in the morning, then another three or four after 9pm. I protected my weekends for my family. My cofounders covered more ...

... median points needed to break the top 5 and top 10 on each day. Check the full report here: https://app.databox.com/shared/a... The short version: Saturday is the easiest day. Only 266 median points to crack top 5, vs 360 on Wednesday. That's a 35% harder climb on the worst day vs

... Alexander Bickov(@bickov): @galdayan  The second one. A tired human at 2am at least knows he is confused. The agent edits the gnarly line with full confidence, no hesitation, no error message, and you find out weeks later. Clever code didn't get cheaper with agents, its failures got quieter. Comment from Alexander Bickov(@bickov): @galdayan  File count was always a proxy. The real measure is how much one person has to hold in their head at once ... ... explain to a client without opening the file. Agency work makes that concrete. Three months after shipping, someone asks why a screen behaves a certain way, and I am reading my own codebase like a stranger. The clever

... think "salesy" isn't really about word choice it's about whether you're answering something someone asked, or interrupting something they weren't asking about. Curious if others have found the line shifts once you have actual users vs. pre-launch does it get easier to talk about the product without it feeling like a pitch once there's real usage/feedback to reference instead of just claims? Comment from ivory xu(@ivory_xuxuxu): @suzychase  Extremely helpful, thank ... ... hole in the bottom, and blaming my promotion. So the reframe that helped me: promotion feels salesy roughly in proportion to how much work it's doing that the product should be doing. If you have to be clever

... fake countdown timers, or saying "you have 1 spot left" when there are infinite spots available. The annoying part is that they work. Conversion rates go up by a few percentage points. So saying no isn't some clever long-game arbitrage where I secretly win in the end. It's just leaving money on the table because it makes me feel gross. My rule of thumb has always been: never do anything you'd be embarrassed to explain ... ... little manufactured, or onboarding flows that nudged harder than they needed to. The slope is real and I'm not standing as cleanly above it as I'd ideally like to be. And there's a genuine cost. Competitors

... feel like one workflow instead of five handoffs. If I can explain that clearly, the features make sense; if I start with "scheduling + agendas + notes," it sounds like a checklist. Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. It removed a lot of the "what should I do next?" moments. Now the challenge is exactly what you mentioned: getting distribution right. Comment from Mincheol kim(@mincheol_kim): @anna_ludwinowski ... ... Kozlo(@wvitalik): I look for the problem/need first. However, note that some products are solving the problem of a bad existing UX and user interface (think about the goal "to manage virtual private servers" and solutions via the terminal VS

... person team building an autonomous recon + triage engine for offensive security. Our users are the people drowning in attack surface and noise: bug bounty hunters, MSPs, and MSSPs. The honest pitch: most of offensive security isn't the clever exploit it's the hours of mapping attack surface, chasing dead ends, and triaging scanner noise. We're automating that part so humans spend their time on the findings that actually matter. We're pre-seed and heads-down ...

... those features that sounds simple but saves a ton of time once you've got hundreds of saved videos sitting there unwatched. Curious how it holds up on longer form stuff like 1-2hr podcasts versus a short clip. Comment from Nolan Vu(@nolan_vu): @nidhisachan  I am glad to share and support your business case. Hope that your product can upgrade and develop further later on. I will continue sharing new stories so that businesses like your ... ... such a sharp positioning line, car listings hiding damage is one of those industry-wide trust problems nobody talks about directly. Solo and 4 weeks in is no joke. My honest take on your free-tool-vs

... here, and I'd love to see what you're all building I'm a builder and marketer, so I get equally excited about a clever product and a clever

... reach sat flat for almost half a year. The reason took me embarrassingly long to see: I was writing X posts and pasting them onto a platform that rewards the opposite behavior. X rewards the quick hook and the clever one-liner. LinkedIn rewards dwell time. The algorithm watches how long someone actually stays on your post, so a punchy tweet that earns a like and a scroll-past is a signal that you are not holding attention. Once ...

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... about doing more sometimes it s just about removing tiny frustrations that interrupt your flow dozens of times a day. That s one reason I enjoy Product Hunt so much. It s full of people solving everyday annoyances with clever products. Comment from Rian Robertson(@rianbrob): Neat idea for smoothing out workflow! Removing those daily interruptions really adds up. If you're up for it, I'm launching The Sponge soon, an AI flashcard tool to make knowledge stick...would ...

... 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

... launch coming up shortly and this is exactly the kind of pre-flight checklist I needed. Really appreciate you sharing it, Nika. Comment from Denitsa Pencheva-Valtchanova(@denitsapenchevavaltchanova): You mention a hunter - curious, do you think it brings value Vs self-hunting. I see both self-hunted and hunted by a popular hunter products reach "Product of the Day" Comment from Denitsa Pencheva-Valtchanova(@denitsapenchevavaltchanova): @busmark_w_nika  that's fair, popular hunters/people that have been in the community ... ... from Furkan Topcuo lu(@furkan_topcuoglu): I'd add reply plan after launch to the list. A lot of teams prepare the first comment but not the next 10 answers they'll need if people ask at pricing, use cases, competitors

... curiosity. Sometimes to solve a problem. Sometimes to realize the product is the problem. A few are useful. A few are too boring for anyone to use. A few probably should have stayed as shower thoughts. Here to find clever products, meet builders, and occasionally ship something that survives contact with users. Comment from Yaoshen Luo(@lyshen): Welcome Habib. "Remove a task, not add a dashboard" is the ultimate truth. I'm a minimalist builder too. Great to connect ...

... further: If your product can t justify a subscription maybe it shouldn t exist as a business. That s intentionally a bit provocative. But subscriptions expose weak products fast. You can t rely on one-off purchases or clever packaging; users can just cancel. At the same time, not everything deserves to be a subscription, and that s where a lot of today s frustration comes from. The model is powerful, but also easy to abuse. Curious where people here ...

... system. Stripe works great, just not really for this exact use case unless you move things outside the app. So yeah that s the game. Curious how others are handling this... Are you using Apple IAP, Stripe, both? Any clever setups? Download Votap in the App Store to try it out. More tomorrow ...

... system. Stripe works great, just not really for this exact use case unless you move things outside the app. So yeah that s the game. Curious how others are handling this... Are you using Apple IAP, Stripe, both? Any clever setups? Download Votap in the App Store to try it out. More tomorrow ...