... access. People are right to be cautious before installing something like this. The strongest signal I get from people on the fence is the same every time: "is this safe? what is the binary actually doing?" Open sourcing the code answers that question forever. No more screenshots of code reviews. No more "trust me." Just the source

... community! I was recently reflecting on the open-source projects that bring massive daily value versus

... After building it for my own content workflow, I decided to open the source and give it to the community.                                                       What Flixty does ... ... scheduler with a calendar view no third-party cron services needed   Live streaming to YouTube and Facebook with RTMP credentials for OBS    Google Sign-In, mobile-responsive, self-hostable in under 15 minutes Why open source

... questions. We asked those same 1,000 questions to 5 AI models: ChatGPT (GPT-4), Gemini (Ultra), Perplexity (Pro), Claude (4.5 Sonnet), and Llama (3). We ran the experiment daily for 30 days. We tracked every citation at the source level. The goal: measure citation overlap. How often do these models cite the same source

... built this for myself and I m considering open-sourcing it if there s real demand. Right now it can: scrape LinkedIn jobs resolve the real apply URL show everything in a dashboard tailor resumes to a specific job description locally(upcoming) The goal was to turn job hunting from a mess of tabs, links, and copy-paste into a workflow I actually control. If you d use this once it s public, comment " OSS ". If there s enough ... ... interest, I ll clean it up and open-source

... within this domain. Citation: Measures, among all responses mentioning brands, how many include a link pointing to your official website or domain. This reflects not 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

... 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 ... ... kleine Teams?" ("Which project management tool is best for small teams?") What ChatGPT does: Searches for German-language content about project management tools Finds German blog posts, German reviews, German comparison pages Lists tools that appear in those German sources

... sharing something I built that might be useful here. It's an open-source CLI tool called AI SOV Analyzer . The idea: AI models like ChatGPT are increasingly where buyers discover products. This tool lets you measure how often your brand shows up in AI responses vs

... marketing problem. They think: "Let the SEO team handle it." Here's why that's wrong: Your product is being evaluated by AI every single day. When potential users ask: "What's the best tool for [your category]?" "Alternatives to [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

... 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

... humans understand wrong. They're pattern-matching machines. If the pattern says "this brand had this problem in 2023," the 2026 answer may still reflect 2023 reality even if you fixed it. The problem compounds: AI learns from outdated sources Users trust AI answers as "truth" You can't see it happening (no alert, no dashboard) By the time you discover it, damage is done The Invisible Damage What we've measured: Impact Average effect Branded search decline after negative ... ... support a feature we'd had for two years. The client read it during due diligence. We couldn't un-say it." Who's Most at Risk Type Risk Level Why New startups High No authority to override incorrect sources

... your business. Part 1: The state of AI search in 2026 AI answers are everywhere. We analyzed 10,000 random queries across 12 industries. The results: Metric Value Queries with AI-generated answers 37.8% Average citations per answer 4.2 sources Queries where users don't click anything 68% Year-over-year growth in AI answer prevalence +142% Bottom line: If you're only tracking traditional SEO, you're missing nearly 40% of the search landscape and that number is growing ... ... their core keywords. The other 78%? Completely invisible. What the winners do differently: Factor Winners Losers Publish structured content 89% 34% Update content monthly 76% 23% Have comparison pages 82% 31% Use FAQ schema 71% 19% Cite data sources

... Product Hunt, Viral Simpsons prediction videos have no sources. Half the clips are AI-generated fakes, and nobody built the actual database until now. Springfield Oracle tracks every prediction with verified episode references, real event citations, and honest fact-checks. The world so far has been relentless, and the Simpsons wrote all of it. Springfield Oracle tells you which claims are real. And which aren't. I built Springfield Oracle because I was tired of the same cycle. Something happens ... ... world. Someone posts a Simpsons clip. It goes viral. 10 million views. No episode reference. No source

... that side of this. I truly and genuinely believe that this could be something big due to the interest it has spiked on the few business people I've talked to about it, but just recently decided to open source it, and for that I need experts and high drive actors that get involved with the project. If you're someone who: Finds the problem space genuinely interesting (AI + regulated industries + synthetic data) Knows how to run an open-source

... launched my very first project, and to be honest, I'm a mix of terrified and excited. I built a lightweight macOS utility called ScreenTranslate . The idea came from my own daily frustration: I was reading English open-source docs, and my focus kept getting destroyed by the tedious loop of "Copy Switch to browser Google Translate Paste Read Switch back." I desperately wanted a UX where I could understand text instantly without the active window ever changing ... ... built a tool where you just drag over any text (even locked PDFs or images) to get an instant popup translation. Since I built this to scratch my own itch, I made it fully open-source

... integrated advertising section has been added to support ongoing development and future updates. The application title now automatically updates based on the selected language. Download Links Itch io site (Windows and Linux ) https://bdshahab.itch.io/financi... Sourceforge site (Windows ) https://sourceforge.net

... working on an open-source project for mobile developers and I'm curious: is Product Hunt a good place to launch? We've met several folks who are only interested in commercial apps, so I have no idea where to introduce our open-source

... 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

... Today we re open-sourcing the core memory engine behind @Mnexium AI : CORE-MNX. GItHub NPM For us, this is a product decision and a philosophy decision. Memory infrastructure is becoming foundational for serious AI products, and we believe the core layer should be transparent, inspectable, and extensible by the teams building on top of it. What we open-sourced

... what they need without ever visiting the docs. They never discover the paid products. They never support the project financially. The framework is thriving. The business behind it is dying. A new research paper "Vibe Coding Kills Open Source" puts a name to the pattern most of us haven't noticed: AI trains on open-source

... like to share iPhotro v4.0.0 , a free and open-source, local-first photo manager that recently gained a set of advanced color grading tools . This release focuses on giving photographers precise control over color and tone , while keeping a clean, non-destructive workflow and a familiar, macOS-like interface . Color Grading & Tone Control iPhotro now includes a full, professional-style color toolset: Color Curves Master RGB curve plus individual Red, Green, and Blue channels Fine control over shadows, midtones ... ... Workflow & Philosophy Local-first : no cloud, no accounts Non-destructive editing by design Smooth, distraction-free UI inspired by macOS photo apps GPU-accelerated previews for responsive color editing Who It s For Photographers looking for a FOSS alternative

... planning to launch an Open Source secure Key-secret store here in Product Hunt. Before the actual launch, I thought to solicit feedback here. Here is what this is about: AxKeyStore is an open-source

... Planning to open source Voiden ( https://voiden.md/ ) soon. This isn t a maybe someday idea anymore, it s a deliberate step we want to take in the coming weeks. We started Voiden as a tool we wanted for ourselves: a minimal, offline-first API client that works with plain text, no accounts, no cloud sync, no SaaS gravity. Just something that respects how developers already work. Open sourcing

... Applausible v1.1.3 is live This update focuses on usability and performance: Top Referrers now display correctly with a Source filter applied You can open links directly from Top Pages and Top Sources