... without it the rule is just a free tier with extra steps. The 60% line is the bit I'd steal, because it draws the boundary at unusable rather than imperfect, and that's the only definition that survives contact with real users. Where it breaks for me is that a generous refund on a video render is a real bill and on an image it's rounding error, so the same rule costs wildly different amounts depending on where ... ... tool I build. A timeout or a 5xx always refunds, no limit. But an empty answer, or 12 cards when someone asked for 30, might be my fault or might be the input. Ask for 30 cards on a topic

... year now, previously in other business models online, and over this past year I've dabbled into so much: + 50 articles about app growth, ideas, content saved on my X account + countless YouTube videos watched on the same topics I never ended up pushing anything until recently, which is https://www.getliso.app/ And what I realized is there is no minimum or a "readiness" score EVER with anything I launched on Product Hunt out of spite, with no plan; this should ... ... enterprise level attention. For me, Product Hunt fits somewhere between step 2 and step 3. I wouldn t use it purely for idea validation anymore. I would use it once the product works, has a clear identity, and can survive

... like working at my own pace. Underneath that was a belief: that one person could build something big without a team and without funding. For most of those 22 years that was a bet I was quietly losing and surviving anyway. AI is the first thing that has made it actually true. I am still one person, but with AI staff my output is something like a hundred times what it was. I do not mean that as a figure ... ... that is now where the whole game is. My advice for 2026 and 2027: pick the channel where AI removes your bottleneck rather than the one that is fashionable, then spend the time you saved on choosing the topics

... post by product hunt bot? Comment from Abdullah Javaid(@abdullah_javaid3): Three of mine got rejected before it clicked that it wasn't about effort. It was topic. Anything about my own product, or about squeezing more value from PH's own points system, got pulled every time. The ones that survived

... getting advice from Chrome developers. Product Hunt for building a community, chatting, advising. Substack for sharing my knowledge (learnings in marketing and building a product). I want to incorporate YouTube, Instagram, TikTok talking about the LinkedIn restriction problem. And topics related to marketing. Comment from Daniel Zaitzow(@dzaitzow): @adana Linkedin - sometimes facebook for the demo we service. I would love to be on Git/X but I feel like that is more for the engineers. I'd say PH counts ... ... quite a while, but recently ramping up my activity. Long-form posts, short notes, and creator support all help grow your brand visibility and build community. Comment from Hisashi Space(@hisashispace): None, for 22 years, and the business survived

... against a run when something touches auth or ordering, but your point makes me think that's backwards, the stuff that reads cleanest is exactly what won't get caught by reading. Comment from Zach Reed Smith(@zrsmith): Great topic. Agree. It's almost like a "cognitive debt" that can accumulate. This is an attitude I have encountered: If the AI writes the code, and also debugs the code, why do I need to understand the code? Said differently ... ... linter stays happy too, because a policy does exist. You find out when your second real customer arrives and sees someone else's data. That is the exact shape you're describing: not wrong code, unexamined code. And it survives

... continuation of the trace, not the end of it. When a handler's real "sink" is a publish, an enqueue, or an outbound call, we resolve the other side the same way we resolve routes: an event type / topic / job name is just another index into the code - it points at the consumer or worker that handles it, and we keep walking there (handler -> publishes order.refund.requested -> the refund consumer the DB write / payment that actually does the damage ... ... code you've connected. And honestly the async hop is usually where the real finding is, because that's where the guarantees change. The auth/ownership context that existed inside the request handler doesn't survive

... face first: flash cast and white balance move the pixels more than the foundation does, so oxidation only becomes measurable after you normalize the light. That's exactly why most tools stop at color type a color read survives bad lighting, an application read doesn't. (We go live on PH Aug 22, so this thread's been good practice at saying it in one paragraph.) Comment from Demetrio Koro(@aktivist): siOsi upload one selfie and it reads your ... ... what season am I" posts waiting days for three strangers to give three different answers. Comment from Zeeshan Akhtar(@zeeshan_akhtar1): Build an AI Search visibility tool that doesn't backlog SEO. Provides tracking, actionable ideas to improve it, topic

... installed anything of yours, and no vendor can. The organisation has to name who is reachable at 3am and commit to it. The tool only walks the list, and the record of who acknowledged what is the thing that survives people getting comfortable, which you already said yourself. Does Pushary let the customer define that ladder, or is the destination something you configure for them? Comment from Abdullah Javaid(@abdullah_javaid3): @getosmo  Your two conditions are one short ... ... Claude Code for most of what I build, and these go through it. The drafts are mine though: my thinking, my call, and nothing goes out that I haven't read line by line. Which is on topic

... 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 research. Picking the right niche and topics upfront saves more time than   any amount of writing later.   4. Amazon SiteStripe / Associates Central not glamorous, but it's where the real affiliate links and   category rate cards live. Half the job is just this ... ... replies, VS Code for viewing and modifying code, Instagram for creating Reels and commenting on posts, OBS for streaming on YouTube, Cooldesk for project orchestration using Spotlight. Comment from Konstantinos Gkaravelos(@konstant_gk): Personally I think I could not survive

... gets more goodwill than pretending to be bigger than you are nobody expects a new product to already have scale, so there's nothing to hide. Comment from Julia Shtogren(@julia_shtogren): Oh, self promotion is a really complicated topic! I grew up in the same environment. I love the options you tried actually. And idea of editing post after it performs well is smart! Making expert content is good idea, but sometimes it can be a trap of giving ... ... being visibly useful about the problem your product solves, in the places where people who have that problem are already talking. Competence in public is the least salesy advertisement there is, and it's the only one that survives

... plugin Comment from Gia Khan(@gia_khan): @busmark_w_nika  Thank you so much :) Comment from Nika(@busmark_w_nika): @marie_saxon  How long have you been building MettaShift? It sounds like a very comprehensive project (the topic is very huge). I am a fan of your sports effort :) Comment from Nika(@busmark_w_nika): @prashant_patil14  valid point, when you will be doing everything in bursts, you can run out of energy very soon. Wishing ... ... describe) calibrated properly for two new customers, keep the care home fully staffed through a seasonal dip I can already see coming, and use the cafe's slow summer weeks to actually fix its ordering process instead of just surviving

... Look, We all know that "premium email apps" have been around for a long, long time. But why is it still such an untapped topic that nobody seems to talk about? And why does gmail still hold 80% of market share? Compare this to the Ai/LLM market, where no single company holds more than a quater of the market. I think the reason might be to do with the "emotion cost of switching". Why do you think this is? Comment ... ... emotional cost of switching . Comment from Sarvesh Chidambaram(@sarveshsea): The biggest barrier is that email is not just a tool, it is muscle memory plus risk. A new inbox has to feel better without making me relearn basic survival

... strategist not someone relying on automation tools to do the thinking" . The dual-engine model Search is not abandoning SEO for GEO. It is adding a layer. The source layer (SEO) is the traditional backbone. Site architecture, structured data, topical authority, first-party data. AI relies on these signals to decide if your brand is trustworthy . The answer layer (GEO) shapes how AI packages that information into answers. Conversational content. Multi-modal assets. Platform-specific optimization . One without the other ... ... name on Comment from Shahana Rasheed(@shahana_rasheed): Ah! I have been repeating the same argument for quite a while now. Glad to know there are studies to substantiate my claim. Comment from Habib Ferdous(@habibferdous): The content that survives

... boring months when nothing is working and no one is watching. The two only conflict if you confuse passion for the idea with passion for the problem. Ideas are cheap and disposable. A problem you actually care about survives ten pivots. For me that problem was lifting. A decade in and still no tool that adapted training to recovery instead of just counting sets, so I built one. On the flat days the motivation is already there, because the problem ... ... anything from the ground up, I would just follow tutorial after tutorial, and it felt like I wasn't really getting anywhere. After watching quite a few, I started building from scratch and doing my own research on various topics

... strongest launches don't just say 'here's your problem,' they say 'you were right to be annoyed and no, you don't have to live with it.' Comment from Rabnoor Singh(@rabnoor_s): Agent memory that does not survive the session. You explain the constraints, it works well, you come back the next day and it is confidently doing the thing you told it not to do, because none of that context was ever written down anywhere durable. Worth ... ... visible to AI," it's "I have no idea, and neither does anyone else, until they run this." Comment from Kevin Short(@kevin_short3): Eliminating an unlimited feed on a social media, and focusing social media around the topics

... hurt more because i had gotten attached. here is what i wish someone had told me. brand before product means you have to defend a name and a vibe and a look before you even know if the product survives contact with real users. every rebrand is a tax on the community you already talked into caring. product first is not a bet against brand. it is a bet against your own certainty. if the product shifts the brand ... ... work in public. The CEO building a personal brand without a product to point at is one thing. But by the time the product exists, the brand-without-product founder has 6 months of audience that paid attention to topic

... Telegram for immediate notification and Discord to cross-communicate: I'm (or my users) creating records about ideas to implement or discuss, Claude read it, update to-to records, we discuss, then Claude write comments to necessary topics in human-readable language - so I have updated "diary" + live feed. Comment from Varun Raj(@varun_raj10): This is definitely a real problem. I use Cursor and Codex quite a bit, and the bigger issue for me isn t knowing when ... ... Thank you this thread genuinely sharpened the design, and your git point is the kind of thing I'll be annoyed I didn't frame first. But here's where I'd push back on the git-as-survival

... supposed to replace blue collar workers. What s likely to happen in the near term (3-8 years) is that humans become managers of agents and robots. After that, anyone s guess. Comment from Robert Vassov(@robert_vassov): Good topic - I researched this area, and wrote about it on my substack. AI/Robotics are already cheaper - the problem is that they're not good enough... yet. Electricity is a constraint - North American's natural gas abundance will support electricity demand until ... ... valid point and pretty accur8. BTW, even when AI started, I was asked to lower the price. Now, it is on a bigger scale. Comment from Stan Kolotinskiy(@sk_uxpin): My gut feeling is white-collar - people can survive

... learn, not gonna lie :D Comment from Nika(@busmark_w_nika): @sidraarifali  I am afraid that I fall into the category: Stubborn :D Comment from Nika(@busmark_w_nika): @artem_fedorovich  Actually you could create a good topic itself  how to approach hiring good people into your team :) Comment from Nika(@busmark_w_nika): @alaric_voss  This is a bit of discipline too. I think that many professional sportmen/women could be good founders because of their ... ... that comes from the work itself and discomfort that comes from how people are treated, especially during challenging times. When the second kind shows up, people burn out, get sick from the stress, and their best energy goes into surviving

... Yasser(@amraniyasser): I used to track my macros for a while, but now I m back to just basic Apple Health too . Thanks for sharing the category link! Comment from Aleksandar Blazhev(@byalexai): Oh, that s a really interesting topic! Honestly, a smartwatch that clearly tracks your metrics is great. But something I personally use is a shoulder massager ( massage gun ). It s actually very useful, especially if you overdo sitting at a laptop/computer. As for chairs, the most comfortable ... ... Comment from Nika(@busmark_w_nika): @sk_uxpin  I will not have a retirement, no way that the government will take care for me :D Comment from Stan Kolotinskiy(@sk_uxpin): @busmark_w_nika  hahahah, primarily to survive

... Thought experiment: if you had to delete all your bookmarks and could only keep 10, which ones would survive? I think the answer reveals a lot about what we actually value vs what we mindlessly save. Most of us have hundreds or thousands of saved links we will never revisit. The ones that would make my cut: - 2-3 reference articles I genuinely go back to regularly - A couple of tools I use weekly - Maybe 1-2 essays that changed ... ... what if" questions I've ever been asked, this one has me panicked. Only 10? Since I'm a writer, 3 would have to be dedicated to that: a site listing publishers, one that lists reference sources by topic

... such users who cancelled because of missing widgets :D and I repeating myself but no one listens sooo :D Comment from Nika(@busmark_w_nika): @ruxandra_mazilu  And how do you decide which feature will survive? Which will be added? And which needs to be removed? Comment from Nika(@busmark_w_nika): @deepmishra1283  yes, actually has many users so probably we are in the position to decide what we will implement or not :D Comment from Nika(@busmark ... ... yeah it's not such an issue because it only takes a few minutes to manually edit" BUT when you add that minutes up that's where customers really notice. Comment from Ruxandra Mazilu(@ruxandra_mazilu): This is a topic

... also representative of what user are actually asking ChatGPT. For example, if you see more ChatGPT-user agent visits on pages / blog posts pertaining to a particular feature e.g. integration capabilities, then you know to include prompts on this topic in your set AND perhaps weight them more heavily when calculating your overall visibility. This approached combined with reliable search volume data (like you mention) I think can make the results a bit more robust. It would be really nice ... ... doesn t just amplify visibility, it stress-tests positioning. While it is interesting to understand if PH improves AI visibility, it's interesting to gauge whether the launch itself forces founders to articulate their product with enough clarity to survive

... certification. Physical: Tennis lvl 4.0 + PADI Open Water & Freediving. Side Hustle: Get early adopters for My brand- Lunalumos . Writing it all down makes me realize I might need your "go to bed before midnight" rule just to survive this schedule. Good luck with the channel! Comment from Noel Dario Andres(@noel_dario_andres1): Great list, Nika! I can totally relate to the "systematic approach" pushing too hard usually backfires. Good luck with your Product Hunt launch ... ... That's a shame. :DDD Comment from Nika(@busmark_w_nika): @kavyashree_s1  Regarding public speaking, I have a few tips: practice in front of the camera practice in front of the mirror write down topics