... hunters have earned more points from hunting other founders' launches than from their own comments and reviews combined. a good launch is a one-time spike, but it's also an audition for becoming someone other founders want vouching for their product. Comment from AJ(@build_with_aj): bragging rights lmao. Traffic, signups, mostly being known by the community here ...

... past the landing page. It feels a bit odd, almost like I'm giving a full endorsement to software I've never tested. To me, an upvote feels more like saying "this concept is neat" rather than "I personally vouch for this." But at the same time, I catch myself feeling a little guilty about giving a thumbs up and then instantly forgetting the app exists five minutes later. Realistically, nobody has time to download and test every single launch ...

... present and says what's wrong with it. Issued to, issued by, expires read from the certificate the server presents, on any port that speaks TLS from the first byte. Expired: named, with the date. Signed by itself: nothing vouches for it. Normal on a home device that made its own, worth a second look anywhere else and the card says exactly that. Two warnings before they bite: runs out within three weeks, or not valid yet (which is usually ...

... traverses the record list as NonNull instead of raw pointers, because CodeQL followed a null_mut() all the way into a dereference and made a very good point. The null check now lives in the type, each unsafe block vouches for exactly one operation, and behavior is unchanged verified against a real tenant domain, a country consumer domain, a Google-hosted domain, and an NXDOMAIN that politely refused to exist. Eleven locales got their new strings. Get it here ...

... error with their name on it. PCs and mobile never asked you to trust an output, they just gave you a tool to produce your own. AI is the first general purpose tech that asks the small operator to vouch for something they didn't fully create, and that's a much scarier ask when you have no one to catch it if it's wrong ...

... Search Console for this yet. A few "AI visibility" trackers have started popping up that re-run prompts on a schedule and log how you're described, but I haven't used one long enough to vouch for it, so I won't pretend I have. What we do at Murror is 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 ...

... before I push the update. Comment from Dale Mooney(@dalemooney): @wei_b0  One concrete version of the stale point, since it is cheap to get right and awkward to retrofit: do not show a number you cannot currently vouch for. A blank prompts someone to check. A stale number does not, because it looks like an answer. And I would avoid greying it out as the middle ground, tempting as that is. Grey reads as quiet, which is exactly ... ... before I even open the dropdown. the whole value of a menu bar app is that I don't have to click it to know the state, so if the icon at a glance can't tell me "fine" vs

... goal: if you want raw eyeballs go Tue-Thu, but for a badge/ranking with a modest following a weekend can punch above its weight. Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the invitation vs favor framing is the most useful line in this whole thread. i caught myself drafting DMs that were basically upvote asks in a nicer outfit. what actually worked was showing up in threads like this one for weeks with nothing ... ... most important thing is to launch as soon as you can and keep iterating to improve, and keep launching Especially with how fast everything is moving with AI, waiting for a perfect time to launch will just let competitors

... built an API or a product with one, how do you actually get it in front of users? SEO? Directories? Marketplaces? Just your own audience? And what would make you list it on someone else's platform vs. keeping distribution fully in your own hands? Comment from Mustafa Arian(@thenameisarian): the pattern is that every solo dev shipping an API is actually building two products: the API and the distribution. most think theyre only building the first. the second ... ... invisible until they hit the wall you described. what actually converts at that stage isnt SEO or directories, its a warm intro from someone who used the thing and publicly vouched

... proxy for "this person can handle a real job." when you can build a real product in your bedroom at 16, the proxy loses its function. but the underlying signal, someone with authority saw them do the work and vouched, is what actually got translated to a hire. the intern's manager wrote the reference. that's the primitive. replacement isn't "skip internships." it's "find someone with credibility who watched you ship and can vouch

... what keeps you in the room, but borrowed trust is what actually moves someone to sign up. Curious whether anyone found a way to manufacture that trust transfer deliberately, rather than getting lucky with a person who happened to vouch for you. Comment from Satchmo Saunders(@satchmo_saunders): @stacywycof83995  Three weeks late to this, which is fitting since I just posted a thread about missing mentions here. The timing point is the piece I'd underweighted, and looking ...

... deliberately never show a "verified " badge. Passing auth earns you nothing visually in Skim no green checkmark, no trust indicator. That was a conscious call precisely because of the compromised-account case: we didn't want Skim vouching for a message just because DMARC passed. Absence of warnings endorsement. What we honestly don't catch deterministically: the link-free BEC "hey, wire the payment to this new account, I'm in a meeting." No URL, clean auth, known sender. That ...

... resume you thought would land and nobody has ever mentioned? Comment from Mustafa Arian(@thenameisarian): quick update while we're on the topic: TAM network is now Aver. aver (verb). to state as fact based on personal knowledge. to vouch. when someone signs your work they aver that they saw you ship it. we were calling ourselves a network of the thing when we should have been the verb people already use for it. same product. same trust ladder. same ...

... Most AI research gives you an answer. Vouch gives you an answer you can defend to a regulator. Vouch

... tools that are key to troubleshooting and improving email deliverability, I created affiliate accounts with some of those tools and referred clients to those tools. These were not random tools, they are tools I have used, and can vouch for. And now 4 years later I am earning $12K MRR from affiliate sales. Why did I do this and not just launch a product right away? Because I wanted to understand their problems intimately and deeply before coming up with ...

... between what people say and how they say it is where the real signal lives. The "hidden between the words" framing is spot on. How well does it handle text-based async interviews vs live voice? That's where I'd be most skeptical but also most excited. Comment from Nikunj Poddar(@nikunj_poddar):   https://www.producthunt.com/prod... My ProductHunt Page. We have made a better and efficient way to interact with your AI so you get the desired output ... ... courses to learn lol Comment from Ghost Kitty(@ghost-kitty-9943398): Comment Deleted Comment from Ghost Kitty(@ghost-kitty-9943398): Comment Deleted Comment from Nolan Vu(@nolan_vu): @divvsaxena  Haha no worries man, happy to help. Doing competitor

... surface is what dies. And that distinction has teeth commercially: the moment your product becomes infrastructure someone else operates, you usually lose the customer relationship the agent owns the user now, you're just a backend it picks. 'Visible vs infrastructure' isn't only UX, it's who gets to own the demand. Which is why I think a lot of today's app companies will quietly fight NOT to become infrastructure, even when it's the better experience ... ... credential of the next decade has to come from a human who put their name on it. building TAM Network for exactly that. Comment from Mustafa Arian(@thenameisarian): @busmark_w_nika   ha. and someone still has to vouch

... people by name. ai cant fake 'ive been awake since 4am fixing this for you' yet. the angle i keep coming back to with groundwork is that your earliest users are the least sloppy distribution you have, they vouch for you in a way no ad visual can because theyve got skin in it. but yeah for cold reach, pick one weird owned format and be relentlessly human in it. Comment from Nipun Taneja(@nipuntaneja): I build ... ... checked, generated content has nowhere to hide. So the move is to stop competing on tone and start competing on proof. Specific, attributable, verifiable. Show the actual figure and where it came from. Name the user who will vouch

... galdayan): our setup ended up being a Slack webhook per agent session, posted to a channel only that agent writes to. sounds basic but the key part was making the notification say WHY it's waiting (needs approval vs finished vs

... developer with AI, and we can make as many products as possible, and the real differentiator is becoming distribution and personal brand. Comment from Piyush Gajrani(@piyush_teq): @busmark_w_nika Most founders don t fail at brand vs product they fail at timing clarity. Knowing when to show up vs

... when it isn't, you're just out of luck. I've been part of the r/sportscards and r/watchexchange subreddits for years and watched people lose money to scammers enough times that I eventually just started building something. Vouched is identity verification plus a reputation score built from confirmed trades. Your reputation follows you everywhere instead of resetting to zero every time you join a new platform, and if someone gets caught scamming their record lives forever instead of disappearing ...

... Khinchi(@dushyant_khinchi): This is actually a really interesting angle on link-in-bio - treating it like distribution real estate instead of just a profile page. What I m especially curious about is how you re thinking about signal vs noise here. If I m a founder with a decent following, I wouldn t just want the highest bidder - I d want to feature products that make me look smart to my audience. A bad sponsor could damage trust fast ... ... that could evolve into a whole creator economy for founders. Curious where you take it. Comment from Alex Cloudstar(@alexcloudstar): @dushyant_khinchi  This is incredible feedback. You hit the nail on the head regarding Trust . On the signal vs

... people who already understand the product and the problem it solves. Ask them to create a Product Hunt account ahead of time if they do not already have one. When launch day comes, they are far more likely to vouch for the product, leave thoughtful comments, and share real use cases. That kind of engagement carries much more weight than generic support. Comment from Priyanka Gosai(@priyanka_gosai1): @busmark_w_nika  you can just email them ...

... growth. When you need credit, you issue it to yourself. Your trust network backs it. If you want to transact with someone you don't know directly, the system routes through intermediaries you both trust. They earn fees for vouching. Everyone wins. Interest rates are fair: 3-8% APY. Much lower than banks. The interest goes to your community, not to distant corporations. Money circulates locally. Trust compounds. Communities get stronger. HOW IT WORKS Trust Graph: A network of relationships ... ... cooperatives, mutual aid networks. You need credit that circulates locally. Developers building on protocols: Open source, open data, open infrastructure. Build on DCSocial. Skeptics questioning the system: Banks, credit scores, debt traps. You're right to question. We have alternatives

... probably wouldn t pay more for great support alone, but for whether it is irreplaceable (high switch costs, etc.). Comment from Patel Smit(@smitpatel_1306): I once stuck with a tool that was slower and pricier than a competitor just because their support treated me like a human, not a ticket. When things break at 2 AM, the feature list doesn t save you. A real person who shows up does. That s worth paying for. Comment from Joshua Nlebemchukwu ... ... self serve but we were clueless about the integration required and their support has been pathetic! I have struggled for 1 week to connect with them and clearly made up my mind to not continue and find an alternative