... campaigns can look great for a while. But inboxes across the internet are filling up with the exact same pattern of "I saw you posted about X" openers, and spam filters are getting better at catching bulk sends that mimic personal writing. I ran outreach fully manual for a while before building any automation around it. No AI, no templates copied across contacts, just reading each person's profile and writing something specific to them. That got a reply rate ...

... marketing and positioning, but also wondering about how should a PH launch be weighed in my case. I know one of the key valuable pieces is getting early feedback, but just trying to understand how it affects B2B vs B2C apps in general (and if there is any difference) Comment from Nika(@busmark_w_nika): @abdullah_javaid3  Well, but there must be some point when you decided to step in this PH space with the intention to launch ... ... Nika(@busmark_w_nika): @yelyzaveta_kibets  Aaa, can see you now! :) Comment from Nika(@busmark_w_nika): @yelyzaveta_kibets  Yes, it did! :) Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the invitation vs

... technical guardrail on though, since there's no diff to review, it's a judgment call the agent can't really be gated on the way a permissions PR can. Curious how you actually enforce that one in practice versus just knowing not to ask the agent for it. Comment from Sabber Ahamed(@sabber_ahamed): @omri_ben_shoham1  same silent-failure logic is why anything writing to a health record gets a human pass here too - a wrong value ... ... important places, instead of handing everything over to the agent. Comment from Nora Rodden(@nora_rodden): Hi! I'm new here - but for me, customer support emails. I do have AI draft responses, look at previous replies to mimic

... small update on Mimic . Over the last few weeks, I ve been refining facial tracking, improving stability, and preparing the app for launch. Seeing body and facial motion capture running smoothly on a mobile device has been a rewarding experience. As we move closer to release, I m opening a limited closed testing round to gather feedback from creators before launch. If you re an animator, game developer, filmmaker, 3D artist, or simply curious about mobile motion capture ... ... marketing pitch. No hype. Just a creator building a tool and looking for people willing to help make it better. Thank you to everyone who s followed the journey so far. Your feedback and encouragement have helped shape Mimic

... hitting personally before I ever opened a chat window. Where AI actually changes things for me is speed of rejecting bad versions of a good idea. I can sketch a rough direction, have it poke holes or sketch three alternate framings, and kill the weak ones in an afternoon instead of a month. So the idea is mine, but the idea got sharper faster than it would have solo. Comment from Nipun Taneja(@nipuntaneja): I think AI can give ... ... latest project, AI told me that it's a new product category (not validated) and I tell it that I like to live dangerously Comment from Alexander Bickov(@bickov): @virko_kask   Name the human vs

... days ago, I wrote about why I locked myself in a room to build Mimic a native Android motion capture engine designed to give indie filmmakers their economic sovereignty back. No $2,000 suits, no corporate subscriptions, just a smartphone. Today, I want to talk about how my team at ShardLabWorks just cracked the most notorious, unforgiving problem in the AI animation space.If you ve ever tried budget or AI motion capture, you know exactly what I m talking about ... ... bend outward naturally. Finally, the workflow. A hyper-optimized mobile app means nothing if the data gets trapped there. We wanted a studio-grade pipeline. So alongside the app, we built a native Blender plugin. You drop our .mimic

... just about to launch, and even though we ve tried to prepare properly, it still feels like we re probably making half of these mistakes anyway. The hardest part for me is knowing what s useful preparation vs. just delaying the scary part. You can talk to users, cut scope, make a launch plan and still have no idea what s actually going to matter until it s out there. Comment from Geode(@geode_ai): Waiting too long because ... ... even a Successful launch just accelerates building the wrong thins. Comment from Alochukwu Dibor-Alfred(@alochukwu): @sabber_ahamed   @samirrashed  Will check it out! Comment from Harsha Anand Raj Pammi(@andicious): Currently, Planning to launch my first product, Mimic

... Product Hunt community! I m Harsha, the founder and systems architect behind Mimic . If you looked at my day-to-day right now, you d see me deep in lines of native Kotlin code, optimizing real-time hardware sensor pipelines, and pegging mobile CPUs to their absolute limits. But if you ask me what my core passion is? It s filmmaking. Pure, uninhibited independent cinema. Lately, especially post-COVID, the lines between indie movies and mainstream blockbusters have completely blurred ... ... service-agency loop, I pulled my team back. I told them: We do their projects for funds. Not because we don t have ideas to build ourselves. I locked myself in a room and built the foundation of Mimic

... number of people who do not know how AI works. We are living in the bubble, I think. Comment from Nika(@busmark_w_nika): @riya_pariyar  I am afraid that this is not more valid, because AI can mimic all of those. Even AI made backstage photos. Comment from Nika(@busmark_w_nika): @van_ho  Thanks for thinking about it in advance :D Comment from Nika(@busmark_w_nika): @selin_erkal  We moved from ... ... quality unique content? I think the real question is how many of us know how to do that. Comment from Riya Pariyar(@riya_pariyar): @busmark_w_nika  fair point, and i'd slightly push back. yes, ai can mimic

... writes faster. AI analyzes data. AI can even mimic your brand voice. But AI also makes everything sound the same. It pulls from the same top 10 results. It rephrases the same arguments. It optimizes for similarity, not distinctiveness. Here is what the research says. The similarity crisis is real A study from UNSW Sydney tracked content similarity across 388 keywords in 2019 and again in 2024 . The result? Content has become significantly more homogeneous. AI-generated pages now dominate ... ... voice. The AI handles the repetitive work. The human handles the judgment. That division of labor is the only way to scale without losing distinctiveness. What I am curious about Have you seen your content become more similar to competitors

... there is a big gap between being popular and having a great product. Approach 1 is for big personal brands with lots to lose who must ensure their products are top-notch. For the rest of us, trying to mimic some internet personality in Approach 1 risks Vibe-Founding. Comment from Sergey Duvanov(@sergey_duvanov1): Building personal brand and product should go in parallel IMO. Personal brand is important and cam help in the start of the journey, but product ... ... eigenst ndige Pr senz wirken kann, ist https://der-arkadenhof.at/ . Comment from YekSoon Lok(@ys_askodin): Having operated on both sides of the table as an allocator and a founder, I view this through a different lens. The binary of "personal brand vs

... high-stakes sci-fi movie, desperately trying to stabilize a signal before the hull breaches. The World Building I didn't want it to just be an abstract grid. You play as Eugene (MZ-04) , who has to mimic the abilities of his own corrupted squad to survive a conflict with his brother, Vincent, who was consumed by the Singularity. The story unfolds through Black Box Logs you recover as you descend into the grid. I d love your "Maker ...

... generated "slop" low-effort, unverified, hallucinated filler designed to game search algorithms . Search engines are losing the arms race against SEO spam. A longitudinal study found that algorithm updates can't keep up with agentic LLMs that mimic human tone and fabricate credentials . We're in a cycle where AI generates content, AI optimizes the SEO, and AI-powered crawlers index it. Humans are being removed from the loop entirely . The gap between impressions and clicks is widening. In freight ... ... your GSC, GA4, and other sources. Watches constantly. Not once a week. Autonomously. Strategist. Takes all those conflicting signals and synthesizes them into "here are your top 5 priorities this week, here's why, here's the effort vs

... first. I still reply to every comment manually. Reddit, LinkedIn, Product Hunt, forums, Twitter, Discord. Every single one. AI could do this. There are tools that generate replies, post on schedule, analyze sentiment, even mimic your brand voice. But I don't use them. Here's why. A 2024 study on community engagement across 500 brands found that personalized responses drive 3.2x higher retention and 4.7x more repeat interactions than automated replies. People can tell when a response ... ... shadow-ignore" is the part you never see. No angry comment. No complaint. Just silence. The person never engages again. And you never know why. The screenshot-and-mock trend is real. I've seen it happen to a competitor

... where deepfakes can mimic your bank, your boss, or your favorite shop, phishing is no longer obvious. Sorinify (sorinify.com) protects you without ever taking your browsing data threats are analyzed server side, your statistics remain local. Many existing solutions claim to stop scams but are not GDPR native and do not perform server side threat analysis, leaving privacy at risk. The extension is available today in the Chrome Web Store. What concerns do you have about deepfake phishing ...

... create an artificial cliff, we can focus on genuine quality conversations rather than a sprint-and-hope first hour. Curious whether the randomization will be purely random or weighted in any way. Even a small weighting toward comment engagement (vs. upvotes) could shift things interestingly toward products that spark real discussion. Comment from Rohan Chaubey(@rohanrecommends): @rajiv_ayyangar   @gabe   Also this reminds me of the Golden Kitty Awards algo. The votes used to be hidden forever and makers ... ... maybe give the winner of that day a special reward !! Comment from Gabe Perez(@gabe): @bengeekly  a while back I made a Product Hunt extension @huntFilter that had a randomized button. Maybe I might update it to mimic

... Mimic AI Desktop Assistant A privacy-first, AI-powered desktop assistant with voice synthesis, persistent memory, and local model inference. Mimic

... disagree, when you mentioned "multi-scene". I often have the feeling that only then, AI videos are more realistic, as you'd switch scenes, have broll "breaking" the scene, coming early enough before an e.g. actor would start looping mimic and gestures. Of course in the end it depends on the type of content - if you'd more interested in polished ads (what I guess your brands doing), then for sure, you might lose branding and consistency :) Comment from ...

... What it does: Instant Config: Generates a valid config.json schema dynamically based on your inputs. AI Injection: Pipes your topic through Google Gemini to generate context-aware posts. Safe Execution: Launches a local Puppeteer instance to handle the posting (mimics human behavior to avoid bans). Website - https://clawlaunch.linkpc.net ...

... pain, everything. Then I pushed it further. Made it so you can throw anything at it. Photos of your dog, work documents, random screenshots. It gets it. Added a feature where you upload old WhatsApp chats and it mimics how that person texts. Tested it with my ex's chat history. Big mistake. Way too accurate. Still in beta. Latest thing: it can browse the web and actually do stuff while you watch. Screen shares like it hijacked a laptop ... ... somewhere. "Hey, compare these three phones for me." Boom. Opens tabs, reads reviews, makes a spreadsheet, sends you the results. While cracking jokes about Android vs

... pain, everything. Then I pushed it further. Made it so you can throw anything at it. Photos of your dog, work documents, random screenshots. It gets it. Added a feature where you upload old WhatsApp chats and it mimics how that person texts. Tested it with my ex's chat history. Big mistake. Way too accurate. Still in beta. Latest thing: it can browse the web and actually do stuff while you watch. Screen shares like it hijacked a laptop ... ... somewhere. "Hey, compare these three phones for me." Boom. Opens tabs, reads reviews, makes a spreadsheet, sends you the results. While cracking jokes about Android vs

... mental exhaustion. ## Creating a Low-Stimulus Environment * **The "Den" Effect:** Using crate training or a specific laundry room as a safety zone, rather than a place of punishment. * **Pheromone Therapy:** The science behind Adaptil or synthetic calming pheromones that mimic a nursing mother dog. * **Auditory Masking:** Why white noise or "Through a Dog s Ear" (bioacoustically designed music) works better than a loud television. ## The Role of Biological Fulfillment * **Drain the Tank:** Why a 15-minute sniff-walk (nose work ... ... depart. * **Predictability:** How a rigid routine lowers baseline cortisol levels in high-strung breeds. ## When to Consult a Professional (The Medication Myth) * **Knowing the Signs:** Distinguishing between mild boredom and severe physiological distress (drooling, self-mutilation). * **Behavioral Modification vs

... That started for a very simple reason: I wanted a game I could play with my friends and with my siblings who live in another country. When we were younger, we used to do this thing where we d mimic each other, our neighbours, or random people we knew. Someone would put on a voice, say a line, and everyone else had to guess who said that . It was silly, chaotic, and way more fun than it had any right ...

... making the experience more dynamic. The Tech Challenges and Future Potential Even though this idea seems exciting, there are significant hurdles especially when it comes to creating natural emotional expression and perfecting voice synchronization . While no tool yet accurately mimics animal behavior and language, combining Talking.show with our technology could unlock something really unique. The real challenge will be capturing the authenticity of animal communication while keeping the content engaging and not too robotic. If anyone here has worked ...

... stream, and in most cases, will not surpass 10,000 streams a year (do the math). This leaves an entire demographic of artists with no direct access to monetize their art effectively. It also encourages artists to mimic the styles of existing, seemingly successful artists in a desperate attempt for financial gain instead of prioritizing creative expression and authenticity - thus cheapening the sound and integrity of the entire music industry as a result. Enter What's Next Radio , a community ...