... been deep in book production lately and the same frustration keeps surfacing: no tool does print and ebook well. Not convincingly. Typography Font wars (Garamond vs. Palatino vs

... MentionFox.com , we can usually identify startup founders, medical doctors, interim CEOs/CFOs, professional sports players, recruiters 29 personas we have built custom war rooms for we call them Fox Dens : your home for engagement, for developing yourself in the public s reagrd as a though leader in your chosen carreer path * you can self-declare persona, though we usually deduce from info you provide in the onboarding.  * Coming Soon: tools for those who have no effing idea what ... ... videocalls ASAP, but this will be for MF users, so we all have access to th same tools. It does start at US$99/month. It does your GEO we actually proactively train the LLMs to recommend your solutions over competitors

... update. The optimizer can now prioritize high-traffic rooms over hallways and closets. Shoutout to @yotam_dahan who suggested density-aware placement. Room type assignment - Right-click any room to tag it with a type from 46 presets across 6 building categories (commercial, residential, education, healthcare, hospitality, industrial). Each type carries a device density

... everyone, I am Kumar, co-founder of Dench.com . We were part of the YC Summer 2024 batch, back then we were an agentic workflow company that served very niche use cases like Legal Intake, Voice, and worked with a bunch of sales floors automating the most mundane enterprise tasks. Previously, I worked alongside Naval Ravikant on Airchat. We launched on Product Hunt today https://www.producthunt.com/prod... Building consumer, or per-individual prosumer software always gave me more joy than FDEing ... ... weeks ago, we launched Ironclaw (An Open Source OpenClaw CRM Framework) which now has around 1.3k stars. A lot of people confused us with NearAI s Ironclaw, so we changed our name to DenchClaw

... start. I believed that "keyword density" mattered. I spent hours making sure our target keyword appeared exactly 3-4 times per 500 words. I used tools that highlighted which words were "under-optimized." I even re-wrote paragraphs to squeeze in one more mention. Turns out that hasn't been a real ranking factor for over a decade. Google's RankBrain (2015) and BERT (2019) made keyword density

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... Efficiency is a form of Grace. While preparing for our April 2nd launch , we wanted to show the community the actual 'gears' behind Gongju. We ve optimized our -Core to handle high-density philosophical dialogue without the 'Enterprise Tax.' Chat Completions: 749 high-resolution coaching sessions. Embeddings: 517 persistent memory traces stored via RAG. Total Spend: $6.65. We re proving that you can build a deeply personal, sovereign AI that is architecturally stable and incredibly cost-efficient. Come ...

... Most AI visibility tools show you a dashboard. They tell you where you're invisible. They show you competitors winning. Then what? You stare at the screen, knowing there's a gap, but no idea how to close it. RAIVE 2.2 (Rankfender AI Visibility Engine) fixes that. It's not just a tracking engine. It's a prescription engine. It analyzes where competitors

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures the emotional tone of AI mentions positive, neutral, or negative showing how AI portrays your brand. Together, these four metrics answer the two most fundamental GEO questions: How frequently does AI mention ... ... brand? and In what tone and context is the brand represented? 1.2 Trends and Competitor

... Maybe more. Here's the painful truth: Your site is translated. Your AI visibility isn't. When a German user asks ChatGPT in German about your category, you're invisible. When a French prospect searches Perplexity in French, your competitor shows up. Translation AI visibility. And it's costing you. The Data We tracked 200 SaaS companies with multilingual sites at Rankfender. Market % Visible in Local AI Answers US (English) 64% UK (English) 58% Germany (German) 22% France (French ... ... Founder: B2B SaaS, 8M ARR "We spent 40k translating our site into German and French. Beautiful work. Native speakers. Perfect messaging. Six months later, we checked German AI answers about our category. We weren't there. Not once. Our competitor

... 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

... community I want to share something I've been building - Upvotics, a competitive intelligence platform for founders, marketers, and product teams who are tired of finding out what their competitors changed way too late. The problem I kept running into was simple. A competitor

... they have an optimized website, and if they are showing up in AI search results like ChatGPT, Google AI Overview, and Perplexity. Each business gets a Need Score (0-100) so you instantly see who's desperate for help vs. who's already handled. No more guessing. But I didn't want a data tool; I wanted a closing tool. So I built four workflows directly into the platform: 1. Decision-Maker Contact Reveal: This was the feature I wish ... ... Call Booked Closed. No switching to HubSpot or a spreadsheet; your entire pipeline lives where your leads live. 4. Market Intelligence Charts: Each scan gives you a full analytics dashboard rather than just a list. You get an SEO vs

... Rankfender , we've identified clear patterns. Certain content types get cited 3x more often than others. Here are the 7 content types that win AI citations with real examples you can steal. First, the data: Content Type Citation Rate (vs. average) Best For Comparison pages 3.2x higher "X vs

... Hola/Hi everyone! I m Felipe. I started as a dentist. The gym was what kept me grounded, mentally and physically, during those years, to the point that it pushed me to leave dentistry

... everyone! We re continuing to improve UX HeatGrid to make design, readability, and content density analysis more seamless. v1.1.0 is coming very soon! Here s what s new: Pinned Panel Pin the panel to any corner and track your live UX score while browsing. New color indicators make score status instantly visible. How it Works Help Modal A redesigned in-app guide explaining how content density

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... Rayakan Tahun Ular dengan hiburan lancar dan hadiah eksklusif yang melimpah Keberuntungan Dimulai di Sini! Halo komunitas Product Hunt! Kami sangat antusias merayakan Tahun Baru Imlek ini bersama Anda semua. Di LuckyBet89 , kami percaya bahwa awal tahun lunar adalah momen terbaik untuk memperbarui strategi dan mengundang hoki. Seiring masuknya "Tahun Ular" yang melambangkan kebijaksanaan dan peluang, kami telah meningkatkan platform kami untuk memastikan pengalaman Anda lebih cepat, lebih mulus, dan lebih menguntungkan dari sebelumnya. Apa yang Spesial di LuckyBet89 Imlek ... ... Kami telah menyiapkan "Angpao" fitur khusus untuk para pengguna: Tampilan Baru nan Hoki: UI yang lebih segar dan intuitif, dirancang untuk kenyamanan maksimal. Bonus Imlek Eksklusif: Promo khusus hari raya dengan

... your data is ready for LLMs at a fraction of the cost. Robust Architecture : Native support for complex data types. Stop paying for the "text bloat" of JSON. We ve launched the Lytok Lab so you can experience the density shift yourself ...

... Hunt! Saya ingin memperkenalkan sebuah platform hiburan yang sedang naik daun karena performa teknisnya yang luar biasa: Luckybet89 . Sebagai pengguna yang sangat memperhatikan seamless experience , ada beberapa keunggulan produk ini yang menurut saya layak didiskusikan: Kecepatan Tanpa Batas: Dibangun dengan arsitektur web yang ringan, platform ini memberikan waktu muat ( loading time ) yang sangat singkat, bahkan pada koneksi seluler sekalipun. Sistem Keamanan Berlapis: Menggunakan protokol enkripsi mutakhir untuk memastikan keamanan data dan setiap transaksi pengguna terjaga dengan

... Halo komunitas Product Hunt! Kami dengan bangga memperkenalkan LuckyBet89 Emas , sebuah platform yang dirancang untuk mendefinisikan ulang pengalaman hiburan daring Anda. Di tahun 2026 ini, kami fokus pada tiga pilar utama: Kecepatan, Keamanan, dan Kesenangan. Apa yang membuat LuckyBet89 Emas berbeda? Infrastruktur Modern: Akses super cepat tanpa lag, dioptimalkan untuk perangkat mobile maupun desktop. Privasi Terjamin: Protokol keamanan tingkat tinggi untuk memastikan data dan transaksi Anda tetap privat. Layanan Eksklusif: Dukungan pelanggan 24/7 yang siap membantu setiap kebutuhan Anda secara ...

... worked in two other eco-systems (India & France), and each has clear strengths and trade-offs in terms of talent density, cost of building, access to capital, speed of decision-making, and openness to risk all vary a lot. Curious to hear from founders and operators who ve built outside the US : Which ecosystem punches the most above its weight today? Where do you see the best balance between talent, capital, and customer access? Are there cities/countries that ... ... especially strong for specific stages (0 1 vs

... Early on I decided VibeFarm had to work comfortably in two constrained surfaces: mobile and a browser sidebar. A desktop-first UI made responsive would become a mess with this much density. So I picked a constraint that would either improve the product or break it fast: no dropdowns, no modals. Why it felt wrong at first For weeks it felt like self-handicapping. Dropdowns are efficient. Modals are convenient. They let you ship faster and keep the interface tidy ... ... version translated almost seamlessly. Mobile needed spacing and touch tuning, but structurally it held up. Desktop didn t suffer, it got cleaner. The constraint forced an information hierarchy that works everywhere. I m sharing a screenshot because the vertical density

... system that figures out your preferences automatically. It's called LLM Arbitrage , and here's how it works in plain English: Every time you interact with AI suggestions, you give feedback: Accept "This is great, use this model more" Deny "Not quite right, try something else" Retry "Close, but let me see another option" The system learns from your choices: User writes AI suggests User accepts/denies System learns After 10 interactions: "Hmm, user likes Model A more than Model ... ... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs