... full Zero Trust menu. Enabled the search shortcut to be a global keyboard shortcut ...

... because of structural incompatibility. ChatGPT, Perplexity, Google AI Overview... they're not "ranking" products. They're making binary decisions: include or exclude. And if your product has: Citation-unsafe schema markup Missing canonical entity structure Non-compliant title formatting Zero-Click incompatible content You're blocked. Period. What This Tool Actually Does AEO Optimizer scans your product and gives you a Pass/At Risk/Blocked verdict across 4 categories: 1.SEO (traditional search) 2.AEO (Answer Engine Optimization - ChatGPT, Perplexity) 3.GEO (Generative Engine Optimization ... ... Google AI) 4.Zero -Click Authority (structural citability) 5. Capable of scanning your website, your competitors

... actual launch, I thought to solicit feedback here. Here is what this is about: AxKeyStore is an open-source CLI based KeyStore for securely managing secrets using your own private GitHub repository as storage. -> Encrypted locally before upload -> Zero-Trust architecture -> Versioned secrets via Git commits -> Supports multiple profiles - with own master password and repo. No plain text. No external secret servers. Just you + GitHub. https://github.com/basilgregory/... ...

... software developer at various big companies (FT, NTT, others). Had a bit of a fall from grace worthy of those talent show montages - and here I am pulling myself back up with a product I've built myself on zero budget. I'll pass out tissues for anyone who's teared up already. My idea is simple: Ever posted something on social media you'd rather your employer, clients, or border control didn't see? My product helps find that ... ... this isn't something flung-together with Claude and a prayer. It's a new angle on reputation management - no direct competition I've found, but no customers either. Yet. Ran a free trial - 7 signups, 1 paying customer, zero

... clawdbot (OS layer) and BlackEagleAI (browser layer) split the work, and how privacy-minded users can combine them. 1) Why Local Key is non-negotiable Local key returns digital sovereignty to users credentials and content avoid third-party relays. Zero relay: API keys stay on-device; calls go straight to the model endpoint you choose. Direct dialogue: requests leave from your IP without hidden caches or intermediaries. Transparent control: storage and cleanup are in your hands; no opaque logging ... ... auditing. When the key never leaves your machine, privacy is a feature not a promise. 2) Complementary roles: OS assistant vs

... support search network infrastructure while earning benefits. Your choice. Your control. EVERYTHING YOU NEED. NOTHING YOU DON T. Built-In Search Engine Our own search engine built-in. No redirects. No third parties. Native Ad Blocker Zero dependencies. Zero

... production-ready stack designed to run entirely on a single $5/month VPS (Hetzner or DigitalOcean). The goal was simple: Zero vendor lock-in. 100% ownership. The Tech Stack: Next.js 15 (Dockerized standalone build) SQLite (Running in WAL-mode for zero

... engine of the business. This is not a course. This is a 45-Day Live Bootcamp. Most digital marketing courses give you recorded videos and a certificate. We give you a working business. What makes the FSM Bootcamp different? Zero-to-One Execution: We don't just talk about theory. We build a real brand in real-time. No "Fluff": We skip the vanity metrics and go straight to what matters Unit Economics, Offer Creation, Tech Stacks, and Ad Scaling ... ... Invisible Architect" Approach: Learn the frameworks I ve used to scale brands from zero

... They are great at tracking your coffee purchases, but they ignore your assets. In their apps, your assets simply do not exists . This makes it impossible to see your true financial health. Meet BuildYourBudget , It takes the discipline of zero-based budgeting (giving every dollar a job) and combines it with live tracking of your: Crypto Wallets Brokerage Accounts Bank Accounts Finally, your budget talks to your investments. Why this changes the game: When you see your savings growing ... ... real-time alongside your daily spending habits, it changes your psychology. You aren't just "saving money." You are building wealth. If you: Love the control of zero

... paste Olympics. No more token-burning. No more "wait, did I update the Notion doc or just the code?" Here's the new workflow: You're in Notion. Your feature spec is there, looking gorgeous as always. You open VS Code. You tell Copilot: "Read the authentication spec from Notion and implement it" Copilot reads your Notion doc directly. Starts coding. Wait, it gets better. You're coding. You hit your Copilot message limit. (It's 4pm on a Friday ... ... Shared context across tools. So you tell Claude: "Generate documentation for what we just built and save it to Notion" Claude writes the docs and drops them straight into your Notion workspace. Formatted. Professional. Done. You're still in VS

... first, prehistoric version of PromoPilot. It looked like it was designed by a 90s calculator after a night shift. But the idea inside? Surprisingly strong. Chapter 1 The prehistoric PromoPilot Originally, it was just a tool for myself with zero UI, zero

... mistake that makes senior engineers go pale and junior developers update their resumes? I wanted to solve it. Permanently. My pitch: "You can finally commit that .env file to production." Encrypted .env files. Per-user, per-environment decryption keys. Zero-knowledge architecture. Each secret individually encrypted with AES-256-GCM. The whole nine yards. # .env (finally safe to commit!) DATABASE_URL=ENC[AES256_GCM,data:8xLK...,iv:...,tag:...] API_KEY=ENC[AES256_GCM,data:9mNP...,iv:...,tag:...] STRIPE ... ... money, enterprise-ready) 1Password Secrets Automation (massive brand recognition) But competition wasn't the real problem. The real problem was this: My solution was only 2x better than what already exists. Sure, it might have better DX. Sure, the zero

... Phone Experts: Got a Galaxy Z Fold 7 with a weird hinge issue? We handle that cutting-edge tech. We have the tools and expertise to tackle complex foldable hinges and delicate UTG displays that others won't touch. Zero Stress, Zero

... first person is still guessing. 2. How many solutions you can consider If you don't have words for different problem types, you can't conceive of different solution types Someone with rich vocabulary around negotiation ( leverage , concessions , mutually beneficial , zero-sum ) will generate more creative deals Someone without those words keeps making the same offer in different packages 3. How you evaluate trade-offs Rich vocabulary = you can hold multiple competing values simultaneously Limited vocabulary = you collapse complexity into ... ... binary thinking Pragmatism vs

... Ultracite is an opinionated, zero-config code linter and formatter. @haydenbleasel launched it on Product Hunt twice this year, and I had a humble contribution as a Hunter. Different launches, different results. Here's what I learned. @Ultracite first launched in June 2025, ranked #6 Product of the Day. We launched it again 6 months later, reworked some inputs, and ranked #2 Product of the Day. TL,DR: What we did differently Made the tagline straight-to-the-point ... ... Told the story visually through the image gallery Picked a different launch day Diff: Tagline - Fast, automated code formatting for JavaScript apps + Opinionated, zero

... 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

... here s the hard truth: most fail within 12 24 months. Not because the tech is bad but because the foundation is weak . After studying how security products are built (and broken), here s what we learned and how ZeroThreat approaches it differently 1 They Start With a Tool, Not a Problem Most startups say: We built an AI vulnerability scanner now let s find customers. That s backwards. Real traction happens when you start with: A painful security ... ... measurable outcome (like faster validation or reduced false positives) A team willing to pay for reliability What we did instead: We started with one question Why do security teams still rely on manual pentests even after DAST? ZeroThreat

... format NIST-compliant After Action Reports FEATURES 8-Model Ensemble Consensus Requires 4/8 AI agreement before recommending defenses. World's first multi-model validation for cybersecurity decisions. 100+ Real-World Attack Scenarios MOVEit breach, 3CX supply chain attack, Ivanti VPN zero-days, Log4Shell, and 95+ more documented attacks from 2023-2025. Playground Mode Battle AI defenders yourself. Choose from 3 difficulty tiers. Make split-second SOC decisions under pressure. Tournament Mode Watch AI agents compete in ranked battles. Glicko ... ... generates playable scenarios from CVEs discovered in the last 7 days. Uses Perplexity AI for real-time threat research. 3D Agent Visualization Interactive sphere showing all 10 specialized AI agents with unique personalities, tactics, and specialties. Air-Gapped Architecture Zero

... noticed two main narratives in how companies view their competitors. Either it s a fight to the death approach exactly like what we see between Replit and Lovable (though it seems Replit does more of the provoking ) basically: We speak badly about our competition. Or it s more motivational: We speak positively about our competition. Tho I do not know whether I have seen some example of this competition, I can see it only in terms of personal branding when ... ... Harley Allaby(@harleyallaby): In most cases, I am friendly with my competitors

... privacy-first, decentralized platform for real data ownership with absolute ease. What sets us apart: . . . Files encrypted and stored on IPFS only you hold the key. Web3-powered decentralized identity. Zero-jargon onboarding and a clean, one-click experience. Multi-layer AES-GCM + Zero

... built ZeroThreat.ai , an AI-powered pentesting tool that helps you discover vulnerabilities in your modern web apps (including AI-native apps) and APIs before attackers find them . And today, we re making it even better: Scan FREE worth $125 no strings attached. Why ZeroThreat

... talk about your brand, then turns those mentions into usable intelligence: who said what, where, with what tone, and how that changes over time. It monitors platforms like ChatGPT, Claude, Gemini, and Perplexity, runs custom prompts at scale, benchmarks competitors, and alerts you when something moves so you can respond fast. In short, Thirdeye shows you the story AI is telling about your brand and helps you steer it. AI assistants and answer engines are fast becoming the front door ... ... least one function in 2024 and is still rising in 2025. Market Valuation With the  GEO services market projected to grow from $886 million in 2024 to $7.318 billion by 2031 at a 34% CAGR , and  zero

... brand mentions across these models in real time, analyses sentiment and provides prompts showing how and where the brand is being referenced. It also sends real time alerts when a brand is cited by an AI model and offers competitor monitoring to identify positioning gaps. Thirdeye as one of the most-advanced AI analytics and recommendation platform that helps brands get discovered not just on Google but inside ChatGPT, Claude, Gemini and Perplexity, emphasising that if you aren t cited ... ... platforms such as ChatGPT, Claude and Gemini are becoming the new homepage for information, so brands must optimise for visibility across these models. This shift is supported by wider industry data: according to Nowspeed s guide on AEO vs

... Product Hunt community! Tomorrow we're launching RescueFi - a zero-trust platform that rescues cryptocurrency funds from compromised wallets. I'm excited (and nervous!) to share what we've been building. The Problem We're Solving : Ever had crypto trapped in a compromised wallet? You can see your tokens sitting there, but can't access them because the hacker drained your ETH for gas fees. It's like having your money behind bulletproof glass. Traditional "solutions" ask you to trust ... ... strangers with your private keys (trading one security risk for another). We knew there had to be a better way. Our Approach: RescueFi uses cutting-edge EIP-7702 technology to rescue funds. Zero

... vedhsaka , and I sign up for the MCP Hackathon, getting into YC is the furthest thing from our minds. We just want to build something we d actually use, and see what happens. We call the resultant product Inbox Zero. It s an AI assistant that can answer emails by voice. I m stuck in traffic most mornings, and so is Akash, so the idea of clearing our inboxes without touching a screen feels like magic. We record a demo ... ... nothing. We throw up a landing page, slap a $10 early-access button on it, and cross our fingers. Four days later, 150 users from multiple countries have signed up. We suddenly have proof people want this. From Inbox Zero