... what? Compared to what baseline? Why 68 and not 71? Should I train hard or take it easy? The app doesn't say. It just shows me the number and a vague color. Most wearables give you a score with zero explanation of how they got there. Black box. Proprietary algorithm, tuned for some average user that probably isn't you. You either trust it or you don't, but you have no way to verify it either ... ... building a health product, this gets worse. Your users come with 6 different devices. Whoop gives

... what to write and allude to their writings, you ve got podcasts to get on and we help, natually, even PH launches to comment on. Have you seen me here and there in PH ? Now you know why.  Getting give-and-take founders talking In fact, I have a Discord set up and also aim to get us talking in videocalls ASAP, but this will be for MF users, so we all have access to th same tools ... ... does start at US$99/month. It does your GEO we actually proactively train the LLMs to recommend your solutions over competitors

... them, photo profiles were special in a similar way. When I double checked the profiles, the links were not working. And I hate finding myself interacting with bots. What is the limit that bothers you in interacting with AI vs what feels fine? A/ Interacting with a bot B/ Interacting with content being 100% generated C/ The person giving

... reading Nika's thread here about free vs paid features. Really made me think. Link: https://www.producthunt.com/p/ge... ( shout-out to @busmark_w_nika ! ) She talks about giving

... several new tools launching every week, and many do a great job at telling us whaere our sites stand in the AI search tools like chatGPT, Gemini, Grok, Claude, etc. The best of them give us... WORK TO DO Yes, they are good at telling us what to fix, what to build, where to publish, what's missing, right - because we don7t already have enough to do...? I genuinely want to know if I'm wrong, but I know ... ... nothing but MentionFox.com that actually trains the LLMs to actively promote our products over competitors

... feedback). + I noticed the most common mistake that many people who started building a personal brand first, connected their product to their personal accounts (emails, social media, etc.) and started having a problem selling these things, because they cannot "give someone keys" to their personal profiles. Which opens the question: Which approach brings more advantages in your opinion? Comment from Nika(@busmark_w_nika): @jack_sullivan5  Thankfully, I had a YouTube interview with one founder a few years ... ... later. Comment from Mohit Gupta(@mohit_gupta138): @busmark_w_nika  Ok, if we were to pull on the time thread a bit. Then maybe think about the balance between launching the second service that was tied to you vs

... Give 3 Founders Free Access to My Research Tools - Just Pitch Your Idea No BS. I have access to social listening and market research tools (Awshar AI) that are useful but expensive for early-stage startups. Here's what's up: Pitch your startup in the comments. If I think your idea is interesting AND these tools would actually help you validate/grow it, you get the full Starter Plan for free . What this does: Track real conversations across social media ... ... about your industry, competitors

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... bigger reason is that many real world problems behave like "NP-complete" problems in these models. Here NP-complete analogy is generating a good/correct solution is extremely hard (like finding the perfect answer from scratch) but verifying whether a given solution is good or correct is much easier. He said that because of this asymmetry, the smartest way to get the best result isn't to rely on just one model, it's to: Ask multiple models the same question ... ... prompts for videos and images with attaching their output but when someone else is using the same prompt for his/her own desired output, they don't get the exact output. And as per this example by karpathy, if we give

... 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

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... 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

... Most AI voice agents give you transcripts. We give

... discussion forum with @monatruong_murror , we talked about how AI can help us learn things that aren t naturally familiar to us , like programming. The biggest challenge was/is: Getting AI to guide you toward a solution, instead of just giving you the answer. This problem has two sides: As a beginner, you don t know how to clearly define what you need. AI either gives

... seven months. Not a perfect playbook. Just a bunch of tactics with some views. 1. Narrative and PR I m putting this first because I think story is the most contagious thing you can do for your product. It gives people an easy way to talk about you. That matters for press, for community, for social, for creators. For everything, really. Our first story was: what if that meeting never happened? We took famous moments from history and imagined ... ... colleagues, people you used to work with, people who want to help, people who are curious, probably your mum too. Also pro tip - milk the moment when you announce the new role or company on LinkedIn. The platform gives

... 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

... just letting it rip . I m very curious whether others have struggled with free trial versus freemium and whether doing both is a bad idea (I m leaning towards that being a yes by the way). I also wonder if we are giving

... public and trying to see what is possible in 100 hours with all the tools that are now available plus my experience with building products. I don't know if it's possible, but I'm going to give it a go! I've hired teams, worked with recruiters, and most recently been a candidate - each time frustrated that hiring is always a pain. So I decided to try and do something, starting from my biggest pet peeve ... ... number of applications, we cannot give

... project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors. Why give

... answer about your category includes comparisons. Always. When someone asks "best CRM for agencies," AI doesn't list one tool. It lists 3-5. And it compares them. The data: Content Type Citation Rate Pages with comparison tables +470% vs. average Pages that mention competitors

... update) or with a different product. You never know if the next one will be good enough to reach the top spots. My recommendation for using the platform isn't only for validating a new product, but also for giving more visibility to an existing one. If you deliberately avoid the platform, you'll miss out on potential benefits. You know what they say: the easiest thing is to give

... Yesterday I shared data from 50,000+ AI answers. Today I'm giving you the exact audit process we use at Rankfender the same one we've run for 500+ brands. Here's the hard truth: 78% of brands are completely invisible in AI answers. They spend thousands on SEO but never check if ChatGPT, Google SGE, or Perplexity actually mention them. Don't be one of them. This 30-minute audit will show you exactly where you stand ... ... 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

... everyone While working with Claude Code in VS Code , I ran into a small but frustrating workflow issue. For months I ve been using Antigravity , which allows you to select code and press Ctrl + L to instantly send that snippet as context to the agent. Even better, you can repeat this multiple times in the same message, and the UI provides context chips that let you trace the referenced code easily. However, when I started using the Claude Code VS

... churned users talk to your prospects? Each angle surfaces a different leverage point . Together, they form a map of the entire problem not just one corner of it. 3. Cross-Model Synthesis: Where the Real Insight Lives Individual models give you fragments. Synthesis gives

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... Every citation is manually verified by our systems to ensure accuracy. False positives are under 2%. Why not real-time? AI answers shift constantly. Real-time tracking at scale would cost millions and likely get us blocked. Daily updates give