... style conversation with an AI host that guides them through their story, idea, experience, or topic through personalized questions. After the conversation, GueauxStudio extracts key points, generates a summary and title, and creates polished content from what was discussed. It started as a way to help people tell fundraising stories, but I m discovering applications in content creation, memory preservation, founder stories, testimonials, education

... style conversation with an AI host that guides them through their story, idea, experience, or topic through personalized questions. After the conversation, GueauxStudio extracts key points, generates a summary and title, and creates polished content from what was discussed. It started as a way to help people tell fundraising stories, but I m discovering applications in content creation, memory preservation, founder stories, testimonials, education

... topics generate genuine interest, and what information they are actively seeking. That can help improve the video itself, but it can also inform future campaigns, content clusters, sales materials, and the wider editorial strategy. At the same time, viewers get a more relevant experience because the content can respond to what matters to them in that moment. Comment from Rian Robertson(@rianbrob): This is fascinating...videos that can actually respond to real viewer questions could transform how training and education

... from Nika(@busmark_w_nika): @diego_2r87  yeah, "good product" attracts attention is a myth. You need to show. Comment from Nika(@busmark_w_nika): @johnoed  I am happy that you mentioned this case of educating people about the topic

... probably the most underrated part. Founders often spend weeks debating positioning internally, but the real wording appears when users explain your product back to you. For us, PH comments became instant GTM material: landing page copy, FAQ answers, SEO topics, sales objections, even roadmap signals. Comment from Neal Miskell(@wereframe): @thamibenjelloun  This is incredible feedback! Thank you for actually taking the time to respond with substance. "Strong first comment with your story" and "ask for real feedback, not upvotes ... ... stonewalling, gaslighting, etc. show up one sentence at a time until the blow up happens and you're sitting there with the "how did we even get here?" thought. reFrame catches patterns, healthy and toxic, in real time and educates

... glad my son actually wants to be a carpenter. Comment from siqi huang(@siqi_huang1): Actually,as a college student,I feel perfectly conflicted about this topic. It's obvious that people with practical,hands-on skills are the hardest to replace-like barbers,plumbers.But at the same time the so called"higher education

... product initially, a stage where most founders struggle, though it can make people lose interest in the product or make them have unreal expectations. Though I lean towards the first approach generally, the nice approach would be to educate people on the product using your personal brand and get as much feedback and set realistic expectations, so that the product can be improved and scaled. Comment from Justin Lee(@justinlee020617): I wonder if the answer is curated vulnerability not just ... ... feedback. Maybe the harder part is creating an environment where people feel okay being honest even if they like or respect the builder. Comment from Kabir Salunkhe(@kabirsalunkhe): @busmark_w_nika  Hahaha! Apologies, it was an interesting topic

... Building ScoreOne Most platforms stop at showing marks and ranks. We wanted to go deeper into how students actually lose marks during exams: - weak-topic patterns - time-management collapse - repeated mistakes - accuracy under pressure - chapter-wise consistency The interesting part is our AI-assisted question pipeline: Questions are generated in structured JSON format, then validated through multi-stage verification loops for: - conceptual correctness - PYQ-style difficulty alignment - option ambiguity - logical consistency Uncertain questions are automatically routed to a human review ... ... dashboard before entering production. Currently working on: - institute workspaces - batch analytics - teacher dashboards - mistake intelligence - adaptive retry workflows Would genuinely love feedback from: - JEE aspirants - coaching institutes - teachers - infra/AI engineers - anyone building in education

... Recognition over revelation. We found the same thing: when the AI names what someone is already sensing but can't articulate, it lands completely differently than when it introduces a new framework. Trust comes from feeling understood, not educated. Comment from Mona Truong(@monatruong_murror): @nolan_vu   Thanks for sharing! The tension between making AI smarter and keeping users engaged is something a lot of teams are navigating right now. What we found is that "smarter" sometimes means knowing ... ... smooth evolution is exactly the goal. Wishing the same for ai-hive. Cheers to building things that genuinely help people! Comment from Nolan Vu(@nolan_vu): @monatruong_murror  thanks you too, you share lots of valuable topic

... pdria trabajar sin chat gtp, cloude, canva, gmail, jira Comment from Ashad Ubaid Ur Rehman(@ashad_rehman): ChatGPT - I mostly use it for research and day-to-day inquiries. Gemini - It's where I run my creative juices to educate my audiences. Perplexity - For all the burning SEO questions that I want to answer or get answered. Cursor AI - If I feel stuck with my codes, there's always a prompt to resolve it. Napkin AI - My creative partner ... ... Linkedin profile building :) There are many more but I highly rely on these 5. Comment from Mitch O(@divine_comedian): oh that's easy: - Claude - Claude - Claude - Claude - Claude Comment from S M(@s_m71): Like it, good topic

... give back. I'm thankful that I don't have one of those super-stressful teacher jobs that many of my peers have. I have a lot of responsibilities, and work hard to give my students a quality education. Comment from Qasim Khan(@qasimkhan): i think each one teaches a different type of freedom honestly. employment teaches structure, freelancing teaches self-reliance, but building a startup teaches emotional resilience, because some days you genuinely have no idea if what ... ... have to wake up and continue anyway Comment from Evan Sterling(@evan_sterling): Being a founder sounds freeing until things go wrong then it can feel heavier than any job. Comment from Amine EL KABIRI(@amine_el_kabiri): Cool topic

... home, for going to university or how to be safe on nights out. We teach parents how to spot signs of abuse or how to approach difficult topics with their children. We teach our elderly loved ones how to avoid and spot scams, prepare people for going travelling along with Street Smart education

... network of 20,000+ website and blog owners. Not a marketplace. Not a "buy links here" page. A community of people who want their content cited and are willing to cite others. We ask them one question: "What topics are you writing about this quarter?" Then we match them with other owners in the same space. They link to each other. No money changes hands. No "guest post for $200." Just humans helping humans get cited. The backlink industry ... ... just say "kind of, but 91% accuracy instead of 60%" and hope for the best. Comment from Jim Jeffers(@jim_jeffers): The do you do backlinks? question is probably a positioning smell as much as a market-education

... serving you, it's serving its own metrics. Comment from Mona Truong(@monatruong_murror): @sarah_butler1  A few have reached out privately since I posted this, actually. It seems to resonate especially with founders in health, wellness, and education spaces where the line between "helpful" and "habit-forming" gets blurry fast. Would love to hear more stories if anyone else has navigated this tension it's a conversation that doesn't get enough attention in product circles. Comment from ... ... once you noticed it. Comment from Mona Truong(@monatruong_murror): @jim_jeffers   That's a really sharp observation. We actually struggled with exactly this. Our early detection was too blunt it flagged anyone who wrote about the same topic

... differentiate themselves , gain a competitive advantage, and build relationships with clients/users on a more personal level. Here are a few examples: A local advertising agency, Visbility, holds Friday Beer at 5 PM meetups where they educate the general public about content marketing and other topics

... takes to make it work? Comment from Robert Adrian Knippelberg(@robert_adrian_knippelberg): @busmark_w_nika  I agree timing and industry matter a lot more than people admit. Some ideas genuinely need years, regulation shifts, or market education before they click. But I still think most founders underestimate endurance. Not every good product shows obvious traction early, especially if the problem is real but the distribution or positioning isn t solved yet. The danger is that it becomes easier ... ... from Nika(@busmark_w_nika): @samir_asadov  at each time, the product is needed differently, so this can be kinda risky, timing plays a role too. Comment from Nika(@busmark_w_nika): @maliikb  food is an extensive topic

... news, if this is what technology was supposed to help us with and make our lives easier, then I don t see the future very brightly. On the contrary, I have to say that I use AI for education (e.g. for building, explaining things when I do not understand them). But 80% of people just take the information and do not bother to think about other things. Yes, we can save a lot of time, and mental capacity/energy with ... ... from Ashraf Mahmoud(@amm8): As you describe, it comes down to how you use Ai. For general purposes things that I know, I use AI as tool to summarize information. I can check the results because I know the topic

... good at writing them :). Finally I wanted to take the venture towards independence. I hate the idea of being a cog in the machine. Money and freedom are nice too :) Comment from Ruxandra Mazilu(@ruxandra_mazilu): Loooove this topic! In my case, I grew up with my parents encouraging me to try things (sports, drama club, debates, volunteering etc), and I think they were just laying the foundation of my multi-passionate way of being. During university, I naturally went ... ... know for a fact that my motive for building them was because I wanted them to exist and because... just look at the demand ! (The site was based on this viral concept.) I mean, learning what parts of our education

... Hello Product Hunt! We are thinking of spinning up topic specific, weekly digest newsletters that break up the firehose of goodness that is the Product Hunt leaderboard. What topics

... what you already know, wrestling with where it breaks down, applying it to a new situation that work never happens. The AI did all the thinking. You just received the output. Researchers call this passive learning , and decades of educational psychology research are consistent on one point: it doesn't produce lasting comprehension or the ability to apply knowledge in new contexts. The Feynman Technique , developed by Nobel Prize-winning physicist Richard Feynman, points to the opposite approach ... ... principle Socra is built on. How Socra Works: Questions Over Answers When you open a session in Socra, you don't get a wall of information. You get a dialogue. You share what you're working on a topic

... Product Hunt! I'm Dave, and I built DuLink to solve a problem that's probably familiar to many of you with immigrant parents. The problem: My primary language is English after being educated abroad. My mom's is Mandarin Chinese. I'd find articles about health breakthroughs, current events, or things I thought she'd find meaningful and send them to her. But they almost never got read. It wasn't that she didn't care ... ... link, beautifully formatted, with optional audio, ready to share via text, WhatsApp, Telegram, WeChat, etc. Your recipient doesn't need to do anything except open it. The first time it worked: I sent my mom a DuLink about a topic

... excersize, help children with learning disabilities to get up to speed, set up daily plannings, do groceries not everything has to be online and hooked up to heavy AI. Big data and the internet of things have been topics that have been there for decades and we're still not at a level we ought to be.. Comment from Cyox(@cyox2): I m somewhere in the middle on this. I m very comfortable letting AI agents handle bounded, reversible work ... ... effectively. Comment from Felipe Daguila(@felipe_daguila): Great topic

... Your learning is scattered across playlists, history, and forgotten bookmarks. And that s mostly because YouTube was not primarily built for education even though it became the biggest learning resource. Notetube combines two layers to solve this problem and to transform YouTube into a complete learning platform: Structure Layer (non-AI): Categories and Collections to organise videos by topic

... about something bigger. It feels like product videos are moving beyond nice-to-have tutorials and becoming embedded across the entire growth motion. Not just: How-to videos But: Onboarding flows Feature announcements Sales enablement Reducing support tickets Customer education Even async internal updates In some teams, video is starting to feel like infrastructure something you build into the product and growth engine from day one. In others, it still feels reactive. Can someone record a quick demo ... ... Admittedly this is a huge weak spot for me. Do you have any favourite platforms for building on-boarding flows etc? Great insight Comment from Valeriia Kuna(@valeriia_kuna): Funny you mention this we were just discussing this exact topic

... contact with social media beyond learning about what it is. at 16, they jump right in. Wouldn't that be overwhelming? wouldn't that be disorienting? Imagine being that kid, maybe you got lucky and got good faith education on it from your parents, maybe the school actually did well talking about the subject. But not everyone is lucky, not everyone gets parents who answer questions kindly and explain. Ultimately I believe a blanket ban hurts minors, parents ... ... scale, similar to age limits on driving and alcohol. For me, it s less about control and more about recognizing how powerful these platforms are during a really sensitive stage of growing up. (I'm going to stay on topic