... went through all the public pages to see what people built. Some of what I found: - 88.6% were built by one person. The biggest team had 16. - Health & Fitness passed Productivity as the biggest category, and games nearly tripled their share. - The most common type of app was screen time and focus blockers, about 105 of them. - Claude is the most-listed AI model (356 projects). For writing the code, Codex (129) is ahead of Claude Code ...

... search bar used to search everything across the app, but it took over 2 seconds to load. we tried changing it so it only searches documents fast, with a small option to search everything else if needed. usage instantly tripled and way more people actually clicked the results. Turns out making a feature fast and simple works way better than making it handle every single task. Have you ever made a feature better by just removing options ...

... Slack right when a developer hits a specific error code, rather than forcing them into a 2 hour course. Comment from Charlotte Pierce(@charlotte_pierce): we started replacing traditional multiple choice quizzes with sandbox simulations and our retention rates tripled because people learn by breaking things and fixing them immediately. Comment from Manjesh Yadav(@manjesh_yadav1): we added an AI roleplay feature where sales reps have to pitch a difficult customer before passing a course and it completely eliminated ...

... makers! I m Irina, open to part-time CMO / Head of Marketing roles in wellness, self-care, AI, subscription services or fintech. 10+ years across Gett, AliExpress, Yandex, and Raiffeisen Bank . Grew organic traffic from 0 to 350K/month , tripled CRM s revenue contribution, and cut time-to-market by 70% . My toolkit: Content Marketing, SEO, CRM, growth experiments, Firebase, Tableau + AI Ops:ChatGPT, Claude, n8n, and Figma. Looking for a hands-on marketing lead? Let s connect LinkedIn: https://www.linkedin.com ...

... current setup is basically: Claude checks Codex -> Codex checks Claude -> ChatGPT checks both I m not a developer, have someone who can help to verify and triple check security issues, but still so at some point I have to trust the AI which is exactly why I make them check each other about 500 times. Different models often catch different bugs, assumptions, or weird solutions, so I ve somehow ended up with a tiny AI code review committee ...

... Shivam Kushwaha(@shivam_kushwaha16): @busmark_w_nika  Yeah I agree going slowly gives people time to adjust and makes the change feel more natural Comment from Askim Stucki (@askim_stucki): I think the key is to handle old vs new customers fairly. If the price was 25 and is now 30, existing customers should have time to reconsider or keep their original rate. That way, loyalty is respected while the new pricing moves forward. Comment from Askim Stucki (@askim ... ... Comment from Nika(@busmark_w_nika): @konrad_sx  If the revenue goes up, probably it was worth taking the steps. Comment from Jason Robinson(@jason013): I always think back to early Netflix days, their prices have more than tripled

... rules. When I really do need an LLM to judge something, I get other LLMs to check it. Like Claude makes the first call and Gemini double checks. Sometimes I throw Codex and Grok in too for a triple check lol. Jev just came out and looks good too. Comment from Magnus Ditlev S rensen(@magnus_ditlev_sorensen): @alex_goldwyn  Yeah, that makes sense. If someone needs to verify the result every time, it often ends up taking more work ...

... difference between observing launches and actually prepping for your launch. Construct hit #1 rank when the leaderboard points were revealed, and consistently held the position of #1 Product of the Day throughout the remaining 20 hours, received 4000+ visitors, tripled the number of signups and usage for platform, and it nearly broke our production!! This launch caused a substantial amount of usage and gave us a great deal of information about how people use our platform, what UIUX issues they ...

... bottleneck moved. It didn't disappear. The output side is everything the demos promised: tasks per developer +34%, code-heavy tasks +210%. The absorption side is where it curdles: bugs per dev +54%, incidents per PR more than tripled, commit-to-production lead time +480% where organizations measured it. Our read: this is arithmetic before it's culture. Generating a PR now costs roughly one sentence of intent. Accepting it still costs a human, reading at human speed, with human ...

... there's a distinction I keep thinking about: apps built with AI (Cursor, Claude, Copilot writing the code) vs apps that depend on AI APIs at runtime to function. I'm in the first camp. I used AI-assisted coding heavily to build Briskly (a cleaning app that scans your room and generates a timed task list), but the app itself makes zero LLM API calls. The scanning runs on Apple's Vision framework, entirely on-device. No tokens ... ... pricing volatility bitten anyone yet? Anyone shipped with local/on-device models (Apple's Foundation Models, Core ML, quantised open models)? How was the quality gap in practice? Where's the line for you? Which features genuinely need a frontier model vs

... question when they are two. One thing I build generates state specific legal documents in the US. Going from fifteen states to fifty adds no features, no new concepts and nothing for a user to learn, and it roughly triples who it is useful to. A second document type would have been a feature. More states is depth on the same job. Most products I see accused of being too broad actually have shallow coverage of several jobs rather than ... ... real signal is whether the people who actually try the product come back or tell someone. I'm running a 24-hour free trial to reduce friction so at least I know who's genuinely interested vs

... users aren't bored lol Comment from Dawid Baranowski(@dawid_baranowski): @ali_rehan1  Appreciate you man! Comment from Dawid Baranowski(@dawid_baranowski): @vladimir_iudin  Agree with you massively. We've spent a ton of time on triple verification of anything we source in the product and simply open up sources of info. Similarly I think public perception of what AI can and cannot do is a bit littered by big labs' grandstanding. People expect a magic wand ... ... nitpicky part is what I keep running into. People shrug off a weak draft from a human writer, but one invented fact from AI and they never trust it again. Half my product exists because of that. What did triple

... experiment. We stripped "AI" from our App Store listing, our landing page, everywhere. We repositioned to: "Understand your emotions. Connect deeper with the people who matter." Same product. Same features. Zero mention of AI on the surface. Downloads tripled in the first month. But more importantly, the right people started showing up. Session length doubled. 7-day retention jumped from 23% to 41%. People were actually using the product the way it was designed to be used ...

... rate (how often an AI successfully reuses its cache instead of rereading information), which is normally above 80 percent, fell to 30. For perspective, cache reads cost about a tenth of what fresh input tokens do, so the drop tripled our effective token spend on the same traffic. Thankfully, a monitor in Latitude was watching that rate and the drop opened an incident which, in turn, dispatched Claude Code in the cloud, and a few minutes later a pull request ...

... When we first launched Murror, the number one feature request was always the same: "Can I talk to the AI?" Users wanted a chatbot. Something they could vent to, ask for advice, get instant feedback from. Every competitor had one. Every investor asked why we didn't. So we built it. The first month looked incredible. Session times tripled

... OTHER]: speaker labels. Dual-Cmd forces a tip mid-session. Notch escalates to always-on-top with a 3-second watchdog. New Knowledge Graph overhaul: Floating detail panel, click-through entity relationships, in-app entity deletion (cascades to triples), liquid-glass zoom controls, flicker-free node drag. New What's new modal: First launch after auto-update opens release highlights with a hero matching the website's auth screen and a link to the full changelog. New Welcome-screen otter ... ... side-panel pattern we already use for file previews so it doesn't add a new UI primitive. Probably the very next thing on the roadmap. Two quick questions if you've got a sec: 1. Per-message receipt vs

... Comment from Kris Christopher(@kris_christopher): @alpertayfurr  Faire point. Our emails address support@vant.chat is connected directly with our lawyers. Our lawyers sent replies. They are increasing the pressure. We already documented on website, how Vant Chat works with triple encryptions and how it made servers unnecessary. Looks like, they either don't care or trying to pressure for back-doors or maintaining servers in their location. That is impossible because Vant was designed from begging ( no servers architecture ) besides ...

... what 'a lot of caffeine' actually is. I bet hardly any of you knew that a medium cappuccino from a big chain coffee company contains 3 shots of espresso. You aren't drinking 'one coffee' you're drinking a triple espresso with some milk. Most people are drinking more caffeine than any of studies say is beneficial. More and more companies are adding stimulants to their products, but nobody knows what that means for them. The average workday, social activities ...

... word count while you're speaking. You always know it's running. If you have an iPhone 15 Pro or newer you can map the Action Button to start dictation instantly. Older iPhones can use Back Tap- double or triple tap the back of your phone to trigger it. There's also Siri Shortcuts support if you want to build your own automations around it. Same account as desktop. Your plan, cloud minutes, and settings carry over ...

... crisis of 2026 DTC. --------- I ve seen this script too many times: CMO: "Look at this 3.5x ROAS! We re crushing it." CFO: "Then why is our cash position lower than last month?" The gap? Attribution tools like Triple Whale show you ROAS, but they don't show you Profit. They miss the duties, the 3PL fees, and the return shipping that quietely destroys AOV. Mid-market brands (1M 10M) are stuck. You re too big for basic ...

... answer about your category includes comparisons. Always. When someone asks "best CRM for agencies," AI doesn't list one tool. It lists 3-5. And it compares them. The data: Content Type Citation Rate Pages with comparison tables +470% vs. average Pages that mention competitors

... will need to put in for a desired customer satisfaction, just that in this case we are our own customers, in other words, how many human hours are needed for a 92% confidence that nothing is gona break vs the cost of letting it break. Comment from Kausalya N P(@kausalya_n_p): We have to stop expecting Claude to understand the "soul" of the project.Claude doesn't have "skin in the game." It ll refactor a shared utility ... ... review the logic and have it review the implementation before anything gets merged. Two things that I do almost every time that has significantly improved the quality is to have the agent do a gap analysis of the plan vs

... Doubled after FAQ addition Category page impressions +200% after Q&A content Terminology matters. Product Hunt changed a page title from "The best AI dictation apps" to "The best AI dictation and speech-to-text software." Result: citations tripled overnight. Why: LLM search queries differ from human Google queries. Match the language people actually ask , not just what they type . Finding #5: One URL Can Carry You For Superwhisper, one single Product Hunt URL drove 1.6% of their ChatGPT ... ... visibility and 5.5% of Google AI Overview visibility. Compare that to competitors

... here's what's interesting: a small subset of pages consistently win 80% of all citations. And they follow a pattern. We reverse-engineered that pattern. Then we applied it to our own content. The result? Our citations tripled in 90 days. Here's the exact formula we used step by step. Step 1: The 3-Part Structure Every page that wins citations follows this architecture: Part A: The Direct Answer (first 200 words) Answer the question immediately No introduction ... ... answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove 40% of our citation growth. Here's our exact template: Title: [Brand X] vs

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives