... months ago, we ran an experiment with our own data. At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard. I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize ... ... Give me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... 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

... clearly dropped. But the more I use these tools, the more it feels like speed isn t the limiting factor anymore. The real constraint seems to be taste. what do you choose to build? what do you keep vs discard? what actually feels right vs

... Average monthly retainer for AI visibility audits 1,200 2,500 Average monthly retainer for ongoing AI visibility + content 2,500 5,000 First-mover advantage is real. The agencies offering this now are locking in clients before competitors even know the category exists. Service Model #1: The One-Time AI Visibility Audit What it is: A comprehensive audit showing where the client appears (or doesn't) across ChatGPT, Google SGE, Perplexity, and Gemini. Deliverables: 20 50 keywords analyzed Screenshots ... ... actual AI answers Competitor

... 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 for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... Product Hunt! I m the Project Lead for Lensmor . We ve all been there: You have a folder full of competitor screenshots or a spreadsheet of pricing changes. But the tricky part isn t collecting the data it s knowing what to do with it (and doing it fast enough to matter). That s why we are building Lensmor. It s the first AI agent that doesn't just alert you to competitor

... spot the next trend before it blows up. Comment from Maksim Ryndin(@maksim_ryndin): Front-end: mostly @Gemini , a bit of @Claude Code . In browser chats, prefer avoiding to give any access to the operating system. Backend: with @VS Code , usually with Rust (even for browser extensions like https://semplico.app/sleach ), mostly myself Comment from Cam McMaster(@cam_mcmaster1): @Bugster for taking apart my stack and reporting on bugs/tech debt. essential in a world of vibe coders Comment from Juan ... ... having to worry about potential security flaws that an LLMs like to introduce. Comment from Gokul Chandrasekaran(@gokuljd): @JDoodle.ai + @Claude Code are my favourites. Disclaimer: I'm the founder of JDoodle Comment from Atanu Roy(@atanuroy): Gemini CLI and VS

... Major update alert! Context Sync v0.6.0 just dropped with some incredible new features: What's New: VS Code + GitHub Copilot support (our most requested feature!) 2-5x faster database operations File size safety limits (no more crashes) Real-time cache invalidation Async file operations for smoother performance Why This Matters: Remember when we launched and everyone asked "When will this work with VS

... 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

... life disappeared. It felt the same way as if, one day, nobody would be playing on Call of Duty 2 servers anymore (that hasn t happened yet, right?). Anyway, here I ve compiled a list of the top 6 alternatives to Skype for international calling. I used the following criteria to select them: VoIP-based . That means I only need an internet connection to use the service. Calls from most SIMs abroad are prohibitively expensive, and eSIMs typically include only ... ... analytics dashboard. That s a helpful feature if you have a lot of no-answer calls and you want to analyze what s going wrong. Best for: individuals and teams who want a simple, powerful, and flexible alternative

... Exploring a new city is exciting, but what if you could have a personal guide in your pocket one that tells the best stories, shares hidden gems, and makes every trip unforgettable? That s exactly what Wingman Studio enables. It helps influencers, tour guides, and storytellers create and sell engaging audio tours through the Wingman