... Product Hunt today! For too long, mobile QA has been a bottleneck, plagued by brittle test scripts, endless maintenance, and the constant struggle to keep up with rapidly evolving UIs. We built Quash to change that. Quash is an intent-driven mobile testing tool that lets you write and run tests in plain language, not code. Imagine testing your mobile app without ever writing a single script, and having your tests intelligently adapt to UI changes with built-in self ... ... plain English, focus on what to test, not how. Adapts to UI changes: Our AI-powered self-healing ensures your tests remain robust, even when your UI evolves. Provides comprehensive insights: Get detailed execution reports with step-level intent

... fragmentation introduces repeated setup, disjointed experiences, and decision fatigue. This Idea Usher review identifies the core problem Limitless addresses as platform overload . Users want fewer apps that do more not more apps that do one thing well. The product intent is not to compete category-by-category, but to aggregate demand and standardize the shopping experience across local retailers. From a system design standpoint, this is a harder problem than building a single food or grocery app. It requires handling ... ... multiple inventories, fulfillment methods, and store policies without exposing that complexity to the user. This Idea Usher review examines how effectively Limitless manages that abstraction. Idea Origination and Product Intent

... Mike to hang out tomorrow," standard AI writes a formal email. I don't want to dictate every word, and I don't want to sound like a robot. I wanted a tool that takes my intent and writes the actual message as me . AI tools that break my flow (copy-pasting, hitting Enter manually). So I built a native macOS interface that sits between your voice and your apps. It doesn't just "transcribe" it automates the whole input ... ... Discord ? It hits Enter. In Notes ? It just pastes. I can reply to messages without touching my keyboard once. 2. App-Specific Profiles It context-switches for me. Outlook: Automatically polished to "Professional". Telegram: Switches to "Casual & Lowercase". VS

... GEOScore, we've noticed a lot of discussion lately about how difficult it s becoming to decode why certain pages dominate search results while others, which seem just as good, get buried.   We built the Competitors feature in GEOScore specifically to take the guesswork out of that process, changing how you approach competitor

... building MsgMaster.ca , an AI-powered email tool designed to help busy founders and operators regain control of their inbox. Most email tools rely on rules, labels, and manual sorting. MsgMaster takes a different approach by: Sorting emails by intent (action required vs

... product hunter, I have been working on @VibeShield for couple of months and decided to release it today. It is a paid tool which helps to reduce the degree of hallucinations when vibecoding - shifting from probabilistic to deterministic intent mediation - i.e. it injects deterministic security requirements based on your intent

... built Mendel because I was tired of opening social media with a purpose and ending up somewhere completely else. Social feeds today are optimized for attention, not intention. I wanted to flip that. With Mendel, you define what you want to focus on, and the feed adapts to your intent

... seconds. Link: https://www.ayeota.com/instagram... ------------------------------------------------------------------- What It Does Automatically responds to repetitive Instagram DMs based on what the person is asking about (pricing, availability, shipping, etc.), not specific keywords. Example: Someone asks "What's your rate?" Bot detects PRICING intent Sends your pricing info Someone asks "How expensive is this?" Same intent

... with the assumption that economic discipline matters more than hype . Project Context: What SteliNovas Was Meant to Be (and Not Be) SteliNovas was built as the native currency for a play-to-earn gaming ecosystem called Stellar Coliseum . The intent was not to create another tradeable meme token, but a functional in-game currency with real ownership . What SCNV was designed to do Act as a utility currency inside the game Enable earning and spending without friction Provide transparent ... ... SCNV ICO allocation: 500,000 SCNV Token price: $2 per SCNV Max transaction limit: $2,000 (1,000 tokens per user) Why these constraints existed: Transaction limits and controlled ICO supply reduced whale accumulation and discouraged speculative flipping. The intent

... analytics, or can you actually improve outcomes? We ll walk through how we approach these questions step by step , using Citable as the working tool among others: 1) Research Identify real prompt demand (not keyword volume) Cluster prompts by intent, persona, and buying stage Establish a clean baseline (replicated runs, frozen personas, citation normalization) 2) Diagnosis Where you re invisible vs

... action attribution . As AI becomes the decision layer of the internet, being mentioned is no longer enough. The real question is: Who owns the booking action inside AI responses? What we re actively analyzing: How often AI redirects booking intent from hotels to OTAs Which AI responses trigger OTA-first booking paths How hotels can reclaim book direct intent

... Reddit has been my main growth channel for the past 6 months and I've been consistently getting 100+ high-intent visitors every week. Here's the exact system you can copy: Step 1: Find high-intent

... quality answers may be buried under newer but less accurate responses. 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

... Gabriel, the founder behind NativX. Most "web-to-app" services are basic wrappers that lock you into a monthly subscription model ($50+/mo) just to keep a static binary alive. I built NativX INFINITY (v1.0.0) to provide a permanent alternative. It is a dockerized build engine that compiles your React/Bubble/Shopify site into a production-ready Android App Bundle (.aab). Unlike standard wrappers, NativX Infinity dynamically injects 43 native modules directly into the app container during the build process. TECHNICAL SPECIFICATIONS ... ... compiled binary AND the Full Source Code (ZIP). You own the asset entirely. THE ARCHITECTURE: The backend runs on Next.js + Python + Docker. When you trigger a build, we spin up an isolated container that compiles the Gradle project, injects your intent

... where growth actually happens. And that is exactly where TataLaLa operates. What TataLaLa Does During Your Stream Once connected, TataLaLa continuously analyzes what s happening in your live room: Viewer arrival patterns Chat activity and sentiment Engagement momentum Subscriber vs non-subscriber behavior From this, it does three critical things automatically. 1. It Manages Chat Based on Viewer Value Not all viewers are the same and TataLaLa understands that. It treats: New viewers Returning viewers Subscribers VIP supporters differently ... ... subscriptions at the wrong time. TataLaLa actively monitors audience mood and engagement trends to avoid bad monetization moments . If the room isn t ready: It stays quiet It holds back suggestions It protects your stream atmosphere This restraint is intentional

... search engines. Instead of chasing rankings, you position yourself as the authoritative response. We will generate a Direct Answer block that AI Search Engines love. That is not a slogan it is the core mechanism. The tool identifies intent-driven queries, extracts semantic relevance, and produces concise, fact-driven answers optimized for: Google AI Overviews ChatGPT & conversational search Featured snippets and zero-click results Unlike generic content generators, the GEO Snippet Optimizer is built for precision, not verbosity ... ... prioritizes clarity, entity alignment, and answer-first structures that AI models trust and reuse. Who is this for? SEO professionals future-proofing their strategy SaaS founders competing in high-intent

... December to get product feedback that help shaped TypMo's roadmap. It now includes a THINK mode and a BUILD mode. It has evolved as a knowledge-infused AI workspace that converts fragmented ideas and information into structured product intent and then compiles that intent

... more thorough than other tools i've found Comment from Tommy Barav(@tommy_bar_av1): I use relay.app and for me it is the go-to app. Love the simplicity of it and how easy to use vs. other tools in the market. Comment from Rick Mulready(@rick_mulready): I use @Relay.app everyday in my business and also teach it to my AI Playbook community. It just... works and is super intuitive. Comment from Laurent Meyer(@laurent_meyer1 ... ... Copilot feature allows users to describe what they want to automate in their own words (in any language) via chat, and it instantly generates the automation workflow. It s a good example of how AI workflow automation is shifting toward intent

... fail quietly, not because the idea is weak, but because users don t stay consistent long enough to see value. Journaling apps, in particular, suffer from drop-off after the first few days, even when users start with good intentions. Marital Affirmations is a lifestyle app we helped build that focuses on personal growth through daily affirmations inspired by Stoic philosophy, combined with journaling, self-assessment, and speech-to-text input. I wanted to break down how this ... ... Weeks: Tradeoffs That Mattered The development timeline was short: two weeks . Tech choices were made for speed and scalability: Flutter for cross-platform delivery Node.js and MongoDB for flexible backend data handling React.js for admin or supporting interfaces We intentionally

... Substack I'll link at the end, but to avoid UI hopping I wanted to provide the basic summary here. If you've been trying to build something but you're fighting against entrenched user behaviours with a competitor or feel it's just too hard to go up against a giant. Well, maybe you have a secret advantage. Keep reading... What's changing? The internet was built to be: Human-read, human-clicked, human-navigated. Everything, like everything ... ... been built around this. But now we re introducing agents that: Take our intent

... Product Hunt? A: VeriTry is purpose-built for trial optimization, not software discovery. While directories focus on reviews and lead generation, we focus on trial-to-paid conversion. Our platform provides: Pre-qualified trial users with verified intent signals (budget authority, use case validation, timeline) Trial intelligence dashboards showing engagement patterns, feature adoption, and conversion probability scores Automated trial orchestration handling account creation, onboarding automation, and post-trial cleanup Two-sided accountability where both software companies and trial users build ... ... deliver better ROI than paid search, which has become increasingly expensive and competitive. Trial Intelligence : We provide behavioral analytics you can't get from your own trial - comparative shopping patterns, feature prioritization across your category, and benchmarking against competitors

... months are strong. Where growth actually comes from. Then it clicked: what if I combined them? The List = what you want The Money Map = evidence it's arriving What I built A simple web-app where you: Write your intentions (The List) Log income when it arrives (The Money Map) Watch your "activity rings" fill up like Apple fitness rings, but for money This year: +55% YoY. December alone: +151.9% vs

... real problem. The real problem is fragmentation. Planning in one tool. Discussion in another. Execution somewhere else. Context lost everywhere. Most task apps optimize lists. They don t understand work as a system. Work isn t linear. It s intent decisions coordination execution outcomes. So we asked a different question: What if work felt like one connected flow, not 10 disconnected apps? That question became WorkElate. Under the hood, WorkElate is an OS: Tasks, boards, data, whiteboards, chat, forms ... ... shared context One execution layer One source of truth No tool-hopping. No context switching. We use AI but not as a feature you click. AI stays invisible. It connects intent

... best reviewers don t act like gatekeepers. They act like collaborators : asking questions, surfacing alternatives, and making intent

... start? Our answer is simple. We don t see ourselves as an AI company . We see ourselves as a SaaS company that happens to use AI . Social media operations today are still largely manual. So our approach is intentionally staged: Digitize workflows that are still being done by hand Automate them with AI once the system is stable and reliable This was a deliberate choice. If OpenAI or Gemini goes down, our users work should not stop . Business continuity ... ... single external model. Early global signals, focused market strategy We re starting to see users sign up from outside Korea as well. In theory, we could try to grow everywhere at once. In practice, we re being very intentional