... version on the App Store or go direct and build the product properly I chose direct distribution. That decision changed a lot. What got better: full control over what the app can access features like Dev Ports, Build Watchers, deeper system visibility just work faster iteration without review cycles more flexibility in how the product evolves What got harder: distribution becomes manual no built-in discovery like the App Store payments, licensing, updates all become your problem you have ... ... yourself you still need to deal with Apple notarization and signing even outside the App Store There s no perfect answer here. If your app fits the sandbox, the App Store is great. But if your product depends on deeper

... talk about enough: products stopped improving the moment you bought them. The incentives were misaligned from day one. Subscriptions flip that. If users don t keep getting value, they leave. Simple as that. I just wrote a deeper breakdown here: https://www.magiclasso.co/insigh... As builders, this changes how you think We run a small subscription app ( Magic Lasso Adblock ), and moving to this model forced a much sharper question: Is this worth paying for every single month ... ... just better for builders? What s one product you happily pay for every month? What s one you cancelled instantly? Do pay once products still have a real future? If you re building or thinking about monetisation, I go deeper

... simple way to check how AI tools like ChatGPT and Gemini see a brand and what we found while testing it was unexpected. Many brands that look strong on Google - Show up inconsistently in AI answers Get outranked by competitors in recommendations And are described very differently from how they position themselves This gap is not obvious unless someone goes looking for it. So we turned this into a quick snapshot anyone can run. You can try it here ... ... georankers.co/free-geo-tools/brand-visibility If this feels relevant, the full platform goes deeper

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... eyes light up. Notice when someone leans in. Pay attention to which anecdotes connect universally, and which ones don t. Sometimes VCs see patterns you don t. They ve seen hundreds or thousands of pitches. They might notice a competitor

... beautiful app. I got tired of music interpretations being scattered across Reddit threads and random social comments. So I built Song Lore: think of it like Spotify, but for music understanding. It puts the context, the community, and the deeper meaning all in one place. What it does: Instant Perspective: See how others view a track to see your favorite music in a whole new light. Smart Interpretations: We use an on-device AI model to uncover hidden layers ... ... extra sign-in required. Privacy & Performance: Simple "Sign in with Apple," a tiny 17MB footprint, and no ads. Open the app and start exploring immediately. It s a lightweight tool built for anyone who wants to dive deeper

... clearly dropped. But the more I use these tools, the more it feels like speed isn t the limiting factor anymore. The real constraint seems to be taste. what do you choose to build? what do you keep vs discard? what actually feels right vs

... keep the basic experience free: people can find research, read simple explanations, and see if it s actually useful for them. The paid part starts when someone wants to go deeper or use more expensive AI features again and again, like asking detailed research questions, getting deeper

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... great for blue links. But none of them show you how you appear in AI answers. Here's what we track: Actual AI-generated answers mentioning your brand Citation rates across ChatGPT, Google SGE, Perplexity, Gemini Share of voice vs

... know if AI recommends their business? So we built Discovery the way we wished those tools worked. Simple. Visual. Built for you. Discovery tells you exactly how AI sees your business today. Ask ChatGPT about your industry, your competitors, your city. Does it mention you? Does it recommend you? Now you'll know. Start with your market Are you local, regional, national, or global? A coffee shop in Austin and a SaaS company selling worldwide need very different prompts. Local ... ... they'd actually search for a business like yours. Five prompt categories: Direct Brand, Category Search, Comparison, Problem/Solution, and Local Discovery. Color-coded so you can scan them in seconds. See how you stack up The discovery engine goes deeper

... page views 5K new users All of this growth has been organic no paid ads, no link buying. Key learnings so far People don t struggle to find AI tools they struggle to re-find and compare them Alternative discovery matters more than listing big names Clear categories + filters reduce decision fatigue a lot What I m working on next Smarter alternative

... that the user might not have been aware of for example, because they simply didn't search well enough for a solution. But such people, in my observation, are in the minority. It's just that most problems require deeper research, and without personal communication with the people experiencing them, you will only see the tip of the iceberg. Dig deeper

... framing : Apple says that after careful evaluation, it concluded Google s AI provides the most capable foundation for its future models. That s a rare and fairly explicit acknowledgment in an industry where vendors usually avoid naming competitors as technological leaders. As a Product Hunt Hunter who often ends up hunting Google products , I ll admit I m personally excited by this. Not because of brand loyalty, but because it reinforces what many in the AI community have been observing ... ... less like Apple outsourcing AI and more like Apple doing what it does best, focusing on product, UX and privacy, while partnering where it sees a clear technical advantage. Long term, this could reshape how consumers perceive the Apple vs

... multiple calendars and shared scheduling. Chrome Web Store Questions for Users & Contributors 1. Feature priorities What scheduling features do you wish were in a Chrome toolbar calendar? Is one-click meeting join alone enough, or do users want deeper video conferencing controls (e.g., auto-select camera/mic, auto-record cue)? 2. Workflow & usability Do people prefer toolbar popups vs

... many validation tools only check the syntax (valid/invalid) but don t really tell you the true quality of an email. Out of frustration, I spent the last few months building a lightweight Email Validation & Scoring API that goes deeper: disposable detection MX & DNS checks suspicious patterns role-based filtering and a scoring model from 0 to 10 I shared the tool on Product Hunt if anyone wants to see how it works or give feedback: https://www.producthunt.com/prod... ... ... Question for everyone: How do you validate your lists before running a campaign? Do you rely on syntax checks or deeper

... very superficial ones that didn't even mention any kind of processing. Select a face write a few words done. For me, this wasn't effective at all; I didn't understand what to do next. I started digging deeper and came across Paul Ekman's Basic Emotions Theory, which very succinctly lays out the basic human emotions, the feelings that arise from them, and the reactions. I couldn't find a single app that worked according to this model ... ... evidence, a location, and then a suspect. 3. Reflection gave me answers to "why this is so important to me." While creating Sphera, I realized that simply recording emotions, feelings, and triggers isn't enough; you need to go deeper

... more easier for you Two new tabs have been added to the main view: Quick Prompts guided prompts to help you reflect, a great way for you to practice your reflection skills in only a few minutes Reflection Templates deeper frameworks to analyse a decision you took, an idea you have, or simply your thoughts of the day We hope these tools will help you even more in your daily reflective practices ...

... building Graphalt a project I ve been dreaming about for a while: a tool that turns codebases into living documentation that actually understands your code. But before I can build that, I need to understand something much deeper how code itself works under the hood. So today I spent the entire day diving into ASTs (Abstract Syntax Trees) and Babel, trying to understand how code becomes code. At first, it seemed simple: You give Babel some JavaScript it parses ... ... bottom of a mountain looking up. But it s the kind of mountain worth climbing. If you ve ever worked with ASTs, compilers, or Babel I d love to hear your thoughts or advice before I go deeper

... unlock their own creativity. I ve tried my hand at marketing, consulting, and building different side hustles, some that worked out and some that didn t. Each of those chapters left me with new skills, new lessons, and a deeper drive to carve out my own path. I ve also had to deal with some major losses and challenges in life, times where I had to start over completely. Those experiences taught me resilience and showed me the importance ... ... create tools, ideas, and opportunities that make life better, and I want to share the knowledge I ve picked up along the way. I ve gone from music and performance to coaching and consulting, and now I m diving deeper

... queries into its deep-thinking core. Priced at $1.25 per 1 M input tokens and $10 per 1 M output tokens. GPT-5 Thinking Invoke by typing think hard or toggling it in Plus, Pro, or Team. This engages the deeper-reasoning model for multi-step logic and complex problem solving. Same pricing as GPT-5. GPT-Thinking Pro Available to Pro and Team subscribers. Extends context windows up to 128 K tokens for marathon codebases, legal analyses ... ... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs

... Shape the technical specs Co-create the pre-qual for the RFP And spent months deeply involved in the RFP process By all traditional markers, we were in a strong position. Then we lost the deal. Not because the competitor had a better solution. We were told the deciding factor was price. But over time, we learned it wasn t that simple. We had been single-threading our engagement relying on one champion to carry us through. We never mapped ... ... stakeholder ecosystem. No line into procurement No dialogue with the business transformation team No understanding of who the executive sponsor was someone who wasn t even based in the regional HQ where we had embedded ourselves No visibility into competitor

... tips, you can connect/message anyone in the world through all the platforms, there s infinite solutions to any problem, infinite apps, but I m fundamentally a big believer in less is more. When you have less things you build deeper connections with them. If you only have 5 albums, you really get to listen to them and they mean something so much more, and maybe it s better to have deeper

... tech pros with a 4.9-star rating. By integrating leading AI models (ChatGPT, Claude, DeepSeek, Gemini) and multi-modal tools for broad understanding, followed by enhanced content processing for instant comprehension. Now, Sider 5.0 goes further, helping you dig deeper into any subject and gain knowledge, no matter the question. Let s meet Sider Deep Research with the AI knowledge base an AI-powered tool that mimics how humans search, analyze, and synthesize, with multi-turn reflection. It automatically scans ... ... most relevant sources tailored to your needs. Auto-highlight key information from sources and generate inspiring notes. Auto-generate expert-level, cited and interactive reports with side-by-side source checks. Auto-save all research takeaways in Wisebase, for deeper

... threshold where it started charging me more than my normal subscription. So I think it was just a psychological thing. It had repeated errors around web socket connections and dealing with notifications on iOS. I had to get deeper and deeper

... topics into manageable chunks, displaying key points and connections in an intuitive, visual format. This helps users grasp concepts faster and retain information more effectively. Interactivity Users can explore topics dynamically by clicking on nodes to expand or dive deeper into related subtopics. This interactive approach keeps the learning process engaging and user-driven, allowing for personalized exploration. Structured Organization Information is logically structured, highlighting relationships and hierarchies between ideas. This format mirrors how the brain processes and organizes knowledge ... ... concise, relevant insights, ensuring users focus on what truly matters. Traceability and Depth Users can trace back sources and references directly from the Mind Maps, providing confidence in the reliability of the information while offering the option to dive deeper

... Every day, we engage with new knowledge and information. Some of us seek quick answers, while others want deeper connections between ideas, aiming to build perspectives, master knowledge, and even retrieve it quickly when needed. With the rise of AI tools, how we interact with and learn from information is evolving rapidly. I ve been researching this space and want to share four exciting AI-driven applications from Google that address these needs in different ways: 1. Google Search with ... ... Follow : This feature allows users not only to find answers but also to contribute and follow curated knowledge cards, empowering collaboration and community learning. It's for everyone. 2. Learn About : A conversational tool designed to help students dive deeper