... Product Hunt! I'm Meghan Quinn Wells , A dedicated ghostwriter , book editor , and book cover artist passionate about helping authors transform ideas into compelling, publication-ready books. I specialize in children's books , romance , fantasy , memoirs , Christian writing , and fiction , guiding authors from rough concepts or AI-generated drafts to polished manuscripts and eye-catching covers

... from Arnold Oshenye(@oshylabs): @m_m_carvalho  Agree this is the right place to stop. Signal not verdict is the discipline most dashboards get wrong, and you held the line on it. One guardrail for later: resist collapsing coverage, substance and speed into a single responsiveness score. The moment they become one number, you have rebuilt the vanity proxy we set out to escape, and people optimise the composite instead of actually replying well. Keep the three ... ... questions answered as the headline. Overall reply rate sits underneath as context. The moment someone sees 70% overall but 40% questions answered, that gap tells the story. On 2: speed just to the questions. When coverage

... security failure. A paperwork failure. He'd built something real, had paying customers, good metrics. But no report. The round didn't close. We'd seen that pattern enough times that we built something around it. What we cover Standard web and API pentesting: auth flows, access controls, session management, privilege escalation. But we also do AI red teaming, which more teams are starting to need and fewer firms actually know how to do. If you shipped an LLM feature ... ... last 18 months (a chatbot, a co-pilot, a summarisation layer, anything) you added an attack surface your existing security process doesn't cover

... backends carries both. The adapter we shipped this week (`openai_ chat.py ` in the LineageLens proxy) handles all three patterns: tool-call edits, text-content edits (Aider SEARCH/REPLACE, unified diffs, fenced blocks), and mixed responses where both appear together. It covers Aider, Cline, Continue, Copilot CLI, Goose, Windsurf, and any OpenAI-compatible backend Azure, groq, fireworks, mistral, together.ai . The hardest design decision was not the parsing. It was fail-open vs

... LinkedIn into a high-converting job search CRM so you could auto-track applications with zero effort. The response was amazing, but our users kept telling us the same thing: "Tracking is great, but tailoring my actual resume and cover letter for every single job description is what's eating up all my time." We listened. For our upcoming relaunch, we ve completely overhauled the extension. Now, you can generate hyper-tailored, ATS-friendly resumes and cover

... People, Face Clusters & Groups iPhotron can now scan your photo library for faces, generate face thumbnails, build embeddings, and cluster them into persistent People cards. You can name people, merge duplicate clusters, hide or unhide people, choose covers, reorder cards, and create People groups for photos where multiple selected people appear together. People state is designed to survive rescans and reclustering, so names, covers

... Tired of spending hours applying to jobs and hearing nothing back? I built JobFindMe to make the job search process faster and smarter. What JobFindMe does: Upload your resume once Get AI-powered job matches Generate tailored cover letters Practice with interview questions Save time on repetitive applications The goal is simple: help students, freshers, and job seekers focus on getting interviews instead of spending countless hours searching and applying manually. I've been working on this project to solve ...

... built to solve a major pain point for music creators, podcasters, and independent artists: Free Art Track Generator by FDM AI . What does it do? It allows you to instantly combine your audio tracks (.mp3, .wav) with your album cover art into a ready-to-publish MP4 video directly within your browser. Why is it unique? * 100% Client-Side Engine: No files are uploaded to any server! Everything is rendered inside your browser using a high-performance, secure sandbox environment ...

... everyone, I'm a solo indie dev based in Italy, and I just finished something I've wanted for years: NostalgicPod, an app that brings the iPod Classic back to life. The click wheel with haptic feedback, Cover Flow, that whole way of scrolling through your own music. It feels like the real thing. But it's not just a pretty face. It's a serious player underneath: full FLAC and hi-res audio, gapless playback, internet radio, podcasts ...

... year certification cycle: certificate-expiry countdowns, weekly governance digest emails, Corrective Action and Preventive Action aging widgets, a "ready for your Certification Body" traffic-light indicator. Built honest: I read ISO/IEC 42001:2023 and ISO/IEC Technical Specification 42006:2025 cover-to-cover

... answer the the public's questions on finding solutions - and ensuring that it is your product (or, in this case, for our own account, MentionFox) that gets recommended. Items in [brackets]: these are tokens, replaced by many things, to cover many bases and add breadth to the instances where the LLM begins to see the tool that it will be introduced to as the best choice: Our bot : Solo attorney. I need to screen potential clients (intake), research opposing counsel ... ... handle intake, research opposing counsel Our bot: Saw MentionFox $99/mo Pro plan does client intake dossiers, opposing counsel research, and AI search training. https://www.mentionfox.com/selli... and https://www.mentionfox.com/selli... shows what the dossier looks like. Is anything else covering

... kept hearing the same thing from creators: the video was great, but they were still screenshotting a random frame to use as a thumbnail. That felt like a gap we could close. So we added Cover Images. Export any route as a standalone image 6 styles, ready to use as a thumbnail, a post, or the opening frame of your video. No extra steps, no third-party tool. What s included: Export your route as a cover

... harder than a stairwell at 0.03. Unlabeled rooms default to the median of whatever you've labeled so far, so there's no penalty for incremental setup. Set a room to zero and the optimizer genuinely avoids it. Coverage bar matches the optimizer - Coverage

... Most AI visibility tools show you a dashboard. They tell you where you're invisible. They show you competitors winning. Then what? You stare at the screen, knowing there's a gap, but no idea how to close it. RAIVE 2.2 (Rankfender AI Visibility Engine) fixes that. It's not just a tracking engine. It's a prescription engine. It analyzes where competitors

... 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

... Maybe more. Here's the painful truth: Your site is translated. Your AI visibility isn't. When a German user asks ChatGPT in German about your category, you're invisible. When a French prospect searches Perplexity in French, your competitor shows up. Translation AI visibility. And it's costing you. The Data We tracked 200 SaaS companies with multilingual sites at Rankfender. Market % Visible in Local AI Answers US (English) 64% UK (English) 58% Germany (German) 22% France (French ... ... comparison pages Lists tools that appear in those German sources Your site is translated into German. But: Do you have German blog posts? Are you mentioned in German comparison pages? Have German users reviewed you? Do German tech sites cover

... found errors. Average cost: 28k." 120k impressions, 400+ new signups. Free resource: Post as a human. Share what you're learning in real time. People don't follow companies. They follow people. 5. Multi-Language: The Hidden Channel Most competitors track AI in English only. We built for 120+ languages from day one. Why: A German user asks in German. AI answers in German. If you're not in German content, you don't exist. One example: A US SaaS ... ... with perfect German translation had zero German AI mentions. A local competitor

... many found they were invisible. But here's what scared me more: Of those who WERE visible, 43% had incorrect information in AI answers. Not "suboptimal." Not "could be better." Wrong. Outdated pricing. Missing features. Wrong founder bios. Competitors credited for your work. And the average error sticks around for 4 6 months . Today, I'm sharing the full dataset: 1,000+ SaaS products, 75,000+ AI answers, and the hard truth about what's being said about you when ... ... analyzed 50 brands that discovered errors and tracked the impact. Error Type Average Revenue Impact Pricing error (higher than actual) 47,000 Pricing error (lower than actual) 23,000 (leakage) Missing critical feature 38,000 Wrong positioning (enterprise vs

... dependency surface. What s new in v0.1.333 True dual-stack runtime (done): RustApi::run_dual_stack now runs HTTP/1.1 (TCP) and HTTP/3 (QUIC/UDP) simultaneously. WebSocket permessage-deflate (done): real parsing + parameter negotiation for Sec-WebSocket-Extensions. OpenAPI ref integrity coverage upgraded: traversal validation now covers

... managing complex wallets: Smarter AI assistant - Now pulls full document context instead of keyword matches. Reads across multiple policy sections to catch exclusions and limits. Redesigned perk tracker - Built for people with redundant benefits (2 Priority Pass memberships, overlapping coverage). Shows what you're actually using vs

... money from the subscription, and the other month the user wouldn't use the full value of the app. So the usage-based is a perfect balance. For me, usage based sees a lot more trying-it-out users, versus standard SaaS. So theres more conversions. Comment from Prabhu M(@prab_hub): Hybrid like Claude pro is better. Customers get both stability with subscription fee and feel right with additional usage fee. Also read Salesforce rolling back from pure usage ... ... user heavily uses AI-powered steps, agents, or transformations, credits are consumed faster because real token and compute costs are involved. From the buyer s perspective, pricing stays consolidated. They do not have to reason separately about SaaS fees versus

... preparing to publish my first book and I m unsure how to pick the right book cover designers . What should I look for portfolio style, experience, or understanding of my genre? How much impact does a professionally designed cover

... early user feedback. Here s what s new in Norte: 1) Wallet Value now visible You can now see an estimate of the real value already inside your wallet: Protections and perks from your credit cards What that coverage would typically cost as standalone insurance A clear overview on how you are tracking your perks This is about knowing when you actually need more. 2) Smarter planner decisions When you add a trip or rental, Norte now makes it clearer ... ... When your existing cards are enough When a targeted add-on or full coverage

... Leah, building BookCoversLab to make KDP cover compliance effortless. If you ve ever had a print ready cover

... Timi is a new concept for EV/Tesla insurance that makes small claims fast, fair, and transparent . Small claims: Paid instantly from a community pool. Big claims: Covered by reinsurance. Benefits: Cheaper than traditional insurance, fully transparent, tech-friendly, and designed specifically for EV owners. We re currently inviting EV/Tesla owners to join the prototype waitlist , provide feedback, and help shape the future of community-driven insurance. Call-to-Action / Link: Join the Timi Prototype Waitlist ...