... Watched a product go from "hoping to get featured" this morning to #1 by this afternoon, and paid attention to what actually pulled people into the comments instead of just counting upvotes. The single comment that got the most reaction wasn't a pitch. It was the founder admitting a real gap straight up, saying a part of the product wasn't built well yet. That pulled more replies than any feature announcement in the same thread. The founder answered ... ... quality on a crowded one, at least today. None of this is a secret formula, it's just what I actually watched happen instead of guessing at it. Curious what other people have noticed actually pulls real engagement here versus

... turned out to be a bad deal in practice? In hindsight, what pricing-page signal should you have caught before paying? As a maker, how do you think about pricing transparency for your own product to avoid this exact reaction from users? Would love this to turn into a useful reference for both users evaluating tools and founders designing their own pricing pages. Comment from Rittwika Roy Choudhury(@rittwika_roy_choudhury): @alieksia  The "$1.99 vs

... moment where traffic spikes, people leave reviews, and feedback comes pouring in. Reality? Complete silence. For the first 48 hours, I refreshed my analytics page every 10 minutes. 42 visitors. 0 signups. No DMs, no comments, nothing. My first reaction was panic: "The product is garbage. The positioning is wrong. I picked the wrong stack." But after the initial sting wore off and I talked to a few fellow builders, I realized something important: Silence isn't failure ... ... Looking back now, do you think spending more time talking to potential users before launch would have changed those first 48 hours, or was this something you just had to experience? Comment from Sabber Ahamed(@sabber_ahamed): the friends-vs

... YouTube. The goal is simple: let the streamer stay focused while the bot reacts to stream audio and live context, with the operator still in control. Current prototype: - stream-aware replies - switchable personality and response styles - one-click manual reactions - support for Twitch, Kick, and YouTube I m deliberately avoiding an always-on bot that floods chat. Which feature would you test first: audio reactions

... Google recently announced and pushed two new models into the Gemini API. For informational purposes, I am breaking down what's confirmed vs. what's just early testing chatter so far. Nano Banana 2 Lite (gemini-3.1-flash-lite-image): Text-to-image in around 4 seconds. $0.034 per 1K-resolution image. Positioned as the direct replacement for the original Nano Banana. (gemini-2.5-flash-image) Rolling out across AI Studio, the Gemini API, Gemini Enterprise, and consumer surfaces. (Search ... ... reports are mixed. A few people testing the image model are seeing real speed gains, roughly half the generation time on basic tasks, but anything detail-heavy (blurry text, fine classification) still needs the full model. Omni Flash reactions

... just shipped this in Basedash and my honest first reaction when we scoped the feature was no way, absolutely not. I've spent 6 years building tools that touch production data, and the whole time the rule was that humans click the buttons. But we did it anyway, and the process of getting comfortable with it changed my mind about where the risk actually lives. What got us there: Admins choose which databases the AI can edit at all. Read ... ... running a hand-written UPDATE query at 6pm on a Friday is probably riskier than an agent that shows you the SQL and waits for approval is the line that reframes this whole debate. the risk was never AI vs

... family-friendly, inspiring, safe, different. That s why we built WOW Travel AI. It starts with a travel wish and turns it into personalized trip ideas instead of endless filters and hotel lists. I d love your honest first reaction: Would you use this before booking a trip? What would make you trust or distrust an AI-generated travel recommendation? Launch: https://www.producthunt.com/p/wo... Thank you. Comment from Rian Robertson(@rianbrob): Neat concept shifting focus to the feeling you want ...

... 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 12-season color type, undertone, gold vs silver, and which hair colors suit you, then grades the actual makeup in the photo (flash cast, oxidation, coverage), which most tools skip. Free, no signup. Built it because every beauty sub has a queue of "what season am I" posts waiting ... ... Gemini, since more buying decisions now start there instead of traditional search. If you want to see how an AI agent currently reads your own site, we put out a free tool that shows what an AI fetches vs

... Thanks again to everyone who backed the launch you got us to #26! Since then I shipped a performance update snappier, lower-latency reactions and a smoother real-time pipeline, so Wallie feels more alive when it reacts to your screen. Tagged it v1.0.0. It's fully open source read the code, run it yourself, and watch the AI react to your own gameplay. Start free with Groq + Piper, zero cloud lock-in. A star really helps me keep building ...

... problem isn't information overload. It's reaction deficit . You read. You nod. You move on. Nothing sticks. Two weeks later, that "insight" you were excited about? Gone. You might as well have scrolled past a meme. We've convinced ourselves that capturing information is the same as learning it. It is not. It is the illusion of productivity. Cognir fixes this with one mechanical constraint: every highlight must have a reaction

... start to feel heavy. If it explains too little, people may sign up without really understanding the problem, the use case, or why the product matters. I ve seen products where the tool itself is good, but the first reaction is still: I don t get it yet. For makers here, what do you try to make clear before signup, and what do you leave for users to discover inside the product? Comment from Farrukh Butt(@farrukh_butt1): @hosseinyazdi ... ... from people who actually get it. If someone signs up without really understanding what the product does, the churn just moves downstream. They don't activate, or they bounce after a week. We've tested both directions, more explanation vs

... watches the screen and reacts live like a streamer gets jumped by a skeleton, dreads creepers in the dark, swears it's "close to diamonds." First-person personality, real-time voice, fully local. This is the v1.0 build snappier reactions after the latest perf update. Open source, run it yourself with Groq + Piper (free): https://github.com/Alradyin/wall... Watch Wallie react to Minecraft in real-time Curious what you'd want it to play next Comment from Lucas Cook(@lucas_cook2 ... ... sentence 2's TTS is already being synthesized in parallel. TTS is tuned for first-audio (smaller server-side chunking), and frame prep (JPEG resize) runs off the event loop so it never stalls playback. Honest take: it's reaction

... them will try to complete something. Comment from Nika(@busmark_w_nika): @robert_vassov  "A lot of people are not going to realise what's up and react in very bad ways." What do you mean by reaction in bad ways? What can it look like? Comment from Nika(@busmark_w_nika): @sk_uxpin  I should rethink my shift to physical positions then :D Comment from Nika(@busmark_w_nika): @bengeekly  this era is more unpredictable than ... ... everyone overnight - they ll just move much faster with fewer bottlenecks. Comment from Alper Tayfur(@alpertayfurr): I think white-collar work gets affected faster because most of it already lives inside software. But the real split is not blue vs

... there, Dan here, Founder of RankSpot Yes, that is my actual reaction to winning Product of the Day Launch day was crazy and I am still processing it all, but I had to stop and say thank you properly. A Huge Thank You Thanks to your support, RankSpot reached: #1 Product of the Day This one hits different. Because RankSpot exists because of feedback from this exact community. When we launched BlogBowl here, you told us what you actually needed ... ... fully open source github.com/BlogBowl/BlogBowl . RankSpot became a dedicated AI SEO agent that plugs into your existing website and publishes optimized articles every single day. What RankSpot Does Every day, automatically: Finds keywords your customers actually search for Tracks competitors

... were actually more comfortable with local camera-based presence detection because it felt transparent with hardware indicators and clear permission prompts. Others felt audio processing was less invasive even when everything stayed on-device. Same goal. Completely different trust reactions. Curious if other builders here have run into similar situations where user behavior completely changed how you thought the product should work? Comment from Calvin Thurman(@calvin_thurman): @willatsharpread  That legible contract framing is honestly one of the best ... ... Less hesitation, less second-guessing settings, more willingness to explore features. It felt less like they trusted the camera specifically and more like the initial trust posture carried into the broader experience. Comment from Will Towle(@willatsharpread): The camera vs

... rank. AI visibility tracking. Rankfender will track where your product appears in ChatGPT, Perplexity, and Gemini. Not just by name. By category. "What are the best tools for X?" You will see if you are winning or invisible. Competitor analysis. Rankfender will track what competitors

... running a real video pipeline, u basically never clock it as ai. and at that point whether it's "ai" or not stops mattering, the content lands, the point gets across. so detection's gonna stop being about ai vs not ai and start being about how much effort someone put in. that gap only shrinks as the tools get better. give it 18 months, even mid effort pipelines will be undetectable. Comment from Jim Jeffers(@jim_jeffers ... ... Every other post you see is AI. It is genuinely creepy. You kind of lose interest in reading those posts, because there's no emotion in there, no genuinity. Also, I see more and more people AI-ing their reactions

... virtual staging use cases for developers, brokers, and design-led residential teams. What makes this meaningful is the timing. When clients can see design options from their real plan early, they give better feedback. When practitioners can test alternatives in the room, revision cycles shrink. When the design brief becomes visual instead of verbal, project momentum improves. That is the problem space we built for. We are sharing Foursite in Product Hunt s self-promotion space because the community values ... ... using AI interior d cor, AI interior decor , and project-specific interior design 3D visualization based on the documents teams already have. Would love feedback from makers, designers, architects, and anyone building products for slow, fragmented workflows. Especially interested in reactions

... website where kids can photograph their rocks, get them identified with AI, organize them into collections, and share their finds with other young collectors in a gallery that's safe by default, no comments sections, no DMs, just sticker reactions and moderated posts. What it does: Rock ID snap a photo, learn what it is in seconds (kid-friendly explanations, not geology textbook language) Enhance Photos don't stress if the pictures aren't perfect, you can enhance them ... ... look better Collections & Projects name your rocks, rate them 1 5 pebbles, organize into albums like "Beach Finds" or "Weird Ones" Safe Gallery kids can share their coolest finds. Every post is AI-moderated. Reactions

... found errors. Average cost: 28k." 120k impressions, 400+ new signups. Free resource: Post as a human. Share what you're learning in real time. People don't follow companies. They follow people. 5. Multi-Language: The Hidden Channel Most competitors track AI in English only. We built for 120+ languages from day one. Why: A German user asks in German. AI answers in German. If you're not in German content, you don't exist. One example: A US SaaS ... ... with perfect German translation had zero German AI mentions. A local competitor

... your experience? https://www.linkedin.com/posts/g...? Comment from Gal Ofel(@gal_ofel2): I used Claude Code to create a send a personalized message to LinkedIn contacts that are relevant for the launch with a link to the post. The reactions were really positive and all wanted to help. Comment from Elvis Bueno(@zerodarkhub): Nice traction on X, 200k is solid. From what I ve seen, X is great for reach and fast feedback, but LinkedIn tends to convert better if your ...

... more universal than Spanish TV. Here's what went wrong, as far as anyone can tell from public reporting: 1. The trigger was visible before they acted. The cancellation appears to have been a reactive move to a competitor (Atresmedia) signing a high-profile presenter. That competitive signal didn't appear out of nowhere it was detectable. But there was no comms plan ready when the decision came. Reaction

... Road to 1,000,000 #Votap users Day 55 | Current: 1285 Is Votap secretly corrupt? When people first saw Votap, some of the reactions weren t about the product itself. They were about trust. Who owns it? Is it independent? Can it be manipulated? Is this just another tool to push some narrative? At first, I ll be honest it felt a bit discouraging. Some people dismissed it without even trying it. But then I thought about it more. They ... ... right. People have been let down too many times when it comes to politics, media, and systems that are supposed to represent them. So when something new shows up, especially something like Votap, skepticism is the natural reaction

... Road to 1,000,000 #Votap users Day 55 | Current: 1285 Is Votap secretly corrupt? When people first saw Votap, some of the reactions weren t about the product itself. They were about trust. Who owns it? Is it independent? Can it be manipulated? Is this just another tool to push some narrative? At first, I ll be honest it felt a bit discouraging. Some people dismissed it without even trying it. But then I thought about it more. They ... ... right. People have been let down too many times when it comes to politics, media, and systems that are supposed to represent them. So when something new shows up, especially something like Votap, skepticism is the natural reaction

... lines for an agent that can do literally anything on Discord. New command groups: - `discli webhook list/create/delete` - `discli event list/create/delete` (guild scheduled events) - `discli member timeout` (modern Discord moderation) - `discli channel edit/forum-post/set-permissions` - `discli thread archive/rename/add-member/remove-member` - `discli role edit`, `discli reaction users`, `discli poll results/end` 7 Claude Code Skills : Install with ` npx skills add DevRohit06/discli@discord-bot `. Skills for bot scaffolding, AI agents, moderation, support bots, welcome flows, logging, and slash commands. Install: pip install discord-cli-agent ...