... everyone, posting an update to anyone who followed the launch. v0.9.0 just shipped and it's the release I'm most excited about. The headline: discli can now sit in a Discord voice ... ... channel , transcribe every speaker live with their display names, and stream the transcript to disk or to your AI agent in real time. Meeting notes that write themselves, from the terminal. - GitHub release: https://github.com/DevRohit06/di... - Install: `pip install -U discord

... slightly uncomfortable question: Are we still doing product discovery - or mostly validating decisions we already made? As teams grow, processes get heavier, but it sometimes feels like real exploration gets lost. We ve been thinking about how Athena could push teams back toward actual discovery

... podcasts to get on and we help, natually, even PH launches to comment on. Have you seen me here and there in PH ? Now you know why.  Getting give-and-take founders talking In fact, I have a Discord set up and also aim to get us talking in 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

... measure delivery. We measure usage. We measure outcomes. But what do we measure for good discovery ? Fewer failed features? Faster decisions? Better alignment? As we build Athena, defining this has been surprisingly hard. So curious - what does good product discovery

... Domain Packs: Teach DecisionBox Your Industry in Minutes Create, edit, import, and share AI discovery templates entirely from the dashboard. Cross-posting from our blog for anyone who hasn't seen it. Original post: https://decisionbox.io/blog/doma... TL;DR Domain packs are how DecisionBox knows what to look for in your data. From the dashboard, you can create a domain pack, edit it with a built-in markdown editor, export it as JSON to share with others, or import ... ... someone else made. No restarts, no deploys just save and run a discovery

... been looking a lot at how product discovery changes as teams grow. At small scale it s fast and intuitive, but at larger scale it often becomes fragmented, slow, or disconnected

... took hours. That s why I built ProblemPulse AI. --- **What it does:** It analyzes Reddit discussions and app reviews to: * Identify real user pain points * Detect patterns across conversations * Suggest actionable product directions --- **New Feature (just added): Keyword-based discovery + user insights** Now you can: * Track specific keywords in Reddit discussions * Discover

... every single day. Yet when you ask developers where they can properly showcase their work to real users, most of them struggle to name more than one or two places. When you ask regular users where they go to discover quality apps beyond the top charts, the answer is usually nowhere. That gap has been growing for years and nobody was filling it. At AVALW, we experienced this problem directly. When we launched our own applications, we went looking ... ... modern platform where we could present our work to real people. What we found were a handful of directories that were built over a decade ago, designed for a different era of software distribution. The experience felt outdated, the discovery

... makers! Big update for discli the Discord CLI for AI agents. What's new in v0.7.0 We went from 35 commands to ** 63 commands ** and from 31 serve actions to ** 54 actions **. Here's the highlight reel: Interactive Components : Buttons, select menus (string, user, role, channel pickers), and modal forms. All via the serve JSONL protocol. Your bot can now send a dropdown, collect a form response, or disable a button after it's clicked. Rich Embeds : Full embed support ... ... footer, image, thumbnail, author, and repeatable fields. Both CLI (`--embed-color ff0000 --embed-field "Key::Value::true"`) and serve mode (JSON). AI Agent : A single Python script (`ai_serve_agent.py`) that wires Claude Agent SDK to discli serve. Claude has full Discord

... suggestions was to implement a dependency review process before merging. It was telling us to put humans back in the loop. The hardcoded amateur sh*t came the day before. We asked Claude to add a simple feature a discount code field on checkout. It worked. Beautifully. Until we realized it had hardcoded the discount

... Dataset Parameter Value Launches analyzed 1,000 Time period 2025 2026 Platforms tracked ChatGPT, Perplexity, Gemini Metrics measured AI citations, share of voice, content structure, launch day performance Sample Top 500 + random 500 from leaderboard Finding #1: The Discovery Gap Is Real Academic research confirms what we found: when users search for products by name, LLMs recognize them almost perfectly 99.4% for ChatGPT, 94.3% for Perplexity . But when users ask discovery

... 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

... Hello Product Hunt! I built Heatmap Bot because I kept posting in my Discord server at the wrong time and getting zero engagement. Turns out most servers have a very clear activity pattern, weekday evenings are usually peak time. But Discord

... acquirers? proof of market validation in a single day a real user base with documented reactions social proof that's already indexed and visible a community that already knows the product exists Product Hunt is often seen as a discovery platform for users. But is it also where serious buyers are quietly watching? So I'm curious: Have you ever acquired or seriously considered acquiring a product you first discovered

... what I learned. What I Built The product was solid. Nothing revolutionary, but genuinely useful: Solved a real problem 4.8 stars on reviews 20% MoM growth Customers who found us, loved us But "found us" was the problem. Organic discovery had flatlined. Referrals carried us. New users from search? Zero. Then someone asked ChatGPT about our category. Screenshotted it. Sent it to me. We weren't there. Not #1. Not #2. Not #10. Nowhere. What I Thought Mattered (It Didn ... ... project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors

... Problem I m an engineer with a library of 5,000+ songs. I realized the best music I discover doesn t come from Spotify algorithms it comes from friends, DMs, and random Reddit comments. The problem is those recommendations get buried and lost. The Solution: I built shoutout to turn these hidden recommendations into a high-signal, live feed. It's a universal archive for your 'Social Capital' in music. Key Features: Universal Credit: Acknowledge the ' Tastemakers ' in your life ... ... shoutouts to the person who showed you your new favorite song. 24h Live Feed: Drop a Spotify/YouTube link or just the song and artist combo . It stays in the feed for 24 hours like a story (IG style), so discoveries

... founder told me: "We added a FAQ section with real customer questions. Within 3 weeks, ChatGPT started quoting us verbatim. We'd been invisible for 2 years." Thing #2: You Must Build Comparison Bridges The mistake: Hoping people will discover you in a vacuum. The reality: Every AI 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

... Build a CV. Apply for jobs. Wait for a response.   But the world has changed.   AI agents are now searching the internet, scanning profiles, analysing skills and recommending candidates before a human recruiter even opens a spreadsheet. Discovery is no longer manual. It is algorithmic.   The question is simple. Will you be visible when the machines start looking?   We believe the future of work will be shaped by collaboration between humans and AI agents. Humans will ... ... focus on creativity, taste, intuition and niche judgement. AI agents will handle the heavy lifting of discovery

... cost. Comment from Nika(@busmark_w_nika): @sudhanshu_singh25  B2B opportunities are very occasional and usually go hand in hand with "discount", because if they want to buy a licence for a consumer app (e.g. their employees), they want some sort of a rebate. Comment from Yisak Mebrate(@yisak_mebrate): I usually stick to the "How vs

... Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives" "How to [solve problem you solve]" "[Your category] vs

... Lumos Diary is an AI-powered journaling app designed to help you understand your life and emotions over time. Instead of just writing down what happened, Lumos helps you reflect on your experiences, discover emotional patterns, and see your personal story more clearly. What Lumos can do Quick Capture write journal entries easily with photos, locations, and daily moments Smart Tags AI generates titles, detects emotions, and organizes your entries automatically AI Companions AI characters respond to your entries with ... ... Chat talk with AI anytime about your thoughts and feelings AI Memory Lumos remembers your emotions and personal context over time Weekly Letters receive reflective letters summarizing your week Emotion Petals your emotions bloom into beautiful visualizations Emotion Trends discover

... simplest distribution levers on Product Hunt. Shoutouts are meant to pay it forward and highlight the tools that helped you build. But beyond goodwill, they create durable distribution for your product on Product Hunt and across LLM driven discovery. When you shout out a product during launch, it becomes a founder review on that product s page. Founder reviews sit above regular reviews and include a link to both your profile and your product. That means your product ... ... increasingly landing on Product Hunt from ChatGPT, Google, and Claude. Founder reviews are structured, attributed content tied to products, which makes them more likely to be referenced in AI driven answers. Your shoutout can become part of that discovery

... Vedu is a smart movie discovery and streaming app designed for movie lovers who want to spend less time searching and more time watching. With Vedu, you can: Discover

... Noodlers! I'm genuinely excited about this one. Big release today. Let me walk you through it. Introducing Discovery This started two ways. First, a Slack message from Fahd: " This is the single number one question I get from people: If I create an app on Noodle Seed, how can you help me actually get discovered

... Product Hunters We're back. And this time, with a much sharper focus. When we first launched @Curatora , it was a content discovery and publishing tool. Over time, one thing became very clear from user conversations. Publishing was not the hard part. Finding strong, timely content ideas was. Scheduling tools are everywhere. AI can generate posts instantly. But discovering