... 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

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... 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 exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

... version: I got tired of watching small businesses pay 15k/year for HubSpot when they only use 15% of the features. So we built something different: Generate 90-day marketing strategies in 60 seconds AI content creation (blogs, social, emails) Competitor tracking on autopilot Keyword research that actually finds trends Analytics you can understand What we're NOT: A CRM. A sales tool. A platform with 500 features you'll never use. What we ARE: Focused marketing automation that does ...

... kind of projects you re shipping Let s crowd-source the best combos for 2025 . Who knows, maybe we ll spot the next trend before it blows up. Comment from mina(@minach): @pasha_tseluyko  Good point , extensions in VSCode cover a lot already. I think Cursor feels nicer mainly because the workflow and UI are built around AI from the start, not added later. But both setups work great. Comment from Vasileios Tsipas(@lucky_plant): I have made ... ... unbeatable for seeing an idea come to life in minutes. The UI/UX Powerhouse: Antigravity (Gemini 3 Pro) . When it came to the complex logic and the CSS heavy lifting, it honestly left everything else in the dust. The Refinement: VS

... Major update alert! Context Sync v0.6.0 just dropped with some incredible new features: What's New: VS Code + GitHub Copilot support (our most requested feature!) 2-5x faster database operations File size safety limits (no more crashes) Real-time cache invalidation Async file operations for smoother performance Why This Matters: Remember when we launched and everyone asked "When will this work with VS

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS Code and @Visual Studio remain the most used dev environments, despite the rise of subscription-based, AI-enabled code editors @Cursor  and  @Windsurf  among others. Both maintain their top spots relying on extensions as optional, paid AI services like @Github Copilot and @Kilo Code . Curious which IDE the Product Hunt community uses the most? Comment from fmerian(@fmerian): oh right! looking forward to it. have ... ... from fmerian(@fmerian): absolutely! for the record, 10% of respondents mentioned @Xcode as their most used IDE according to the 2025 @Stack Overflow Developer Survey ( link ). Comment from fmerian(@fmerian): @mikekerzhner  great combo! Comment from fmerian(@fmerian): yep, @VS

... built an alternative to Office 365 Copilot that supports Google Workspace, Microsoft Office, and WPS all at once . Word is especially friendly to work with , it can handle writing formulas , create three-line tables , charts , and data analysis . The formula support is particularly strong, and users praise it the most ! It also works in Excel, PowerPoint, and Outlook . You can configure your own model . Feel free to try it out! https://www.sally.bot ...

... Been checking out Cursor, an AI code editor that deeply integrates AI into your workflow. Think natural language coding, smart predictions, and asking your codebase questions. It's trying to push AI further than, say, VS Code (even with Copilot). I'm curious: How has Cursor's AI experience been for you compared to your current setup? Does a dedicated AI-first editor like this feel like a significant leap? Let's discuss! Comment from Charanjit Singh(@cjsingg): @Cursor ...

... Looking to understand the differences between AWS's machine learning offerings? I've written a comprehensive comparison between AWS SageMaker and Amazon ML. This article explores: SageMaker's end-to-end ML capabilities vs. Amazon ML's historical approach Detailed analysis of SageMaker's features including Studio, Autopilot, and Ground Truth Implementation best practices and cost optimization strategies Practical recommendations for teams starting with machine learning on AWS Whether you're a data scientist, developer, or decision-maker, this comparison ...