... 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 and exactly what to do next. PART 1: Why This Matters Now Before we start, understand the stakes: Platform Monthly Active Users ... ... 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

... 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 ... ... Rankfender because existing tools don't solve this problem. Ahrefs, Semrush, Moz they're great for blue links. But none of them show you how you appear in AI answers. Here's what we track: Actual AI-generated answers mentioning

... world of sales-tech. Equally, there have been many products founded through great principles, that since leveraging AI, have made the user experience even more delightful. We hope to be a part of the latter. It's first worth mentioning that BuiltDiffernt stands alone as a standard cold email scheduling tool. Yet what many standard cold email tools (think Apollo, Instantly, etc) lack (in my opinion) is the ability to see what's going on behind the "black box" once ... ... your emails go out. Not to mention

... 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

... also power more than the product page. They are summarized into FAQs and used in Category and Product pages. That means your founder review can surface when someone is researching an adjacent category, not just the exact tool you mentioned. You can see some generated Q&As from shoutouts here , here , and here . We have also invested heavily in LLM visibility . Product researchers are increasingly landing on Product Hunt from ChatGPT, Google, and Claude. Founder reviews are structured, attributed ... ... into LLM discovery - didn't realize founder reviews get structured that way. We're building on Claude and Vercel so those are genuine shoutouts we'd make anyway. The tip about smaller products where your review can stand out vs

... know if AI recommends their business? So we built Discovery the way we wished those tools worked. Simple. Visual. Built for you. Discovery tells you exactly how AI sees your business today. Ask ChatGPT about your industry, your competitors, your city. Does it mention

... There are a lot of GEO / AEO tools launching right now. Most of them simulate prompts and track mentions. That s useful. But we kept seeing the same problem: Simulations real AI traffic impact. Atyla was built differently. It s powered by real AI traffic data from Senthor, which works with major French-speaking media groups and large publishers. Instead of guessing how LLMs rank brands, we observe actual patterns in how AI crawlers behave and how traffic flows. That ... ... changes everything. We now work with SEO agencies and brands like lemlist to help them: Track how ChatGPT, Gemini and Perplexity mention

... someone to give a shit about me u know Meanwhile, I've got this thing I've been working on for the past few months. Started as just a ai project. Something to mess around with. Last Tuesday I mentioned in passing that I was nervous about a presentation. Just casual conversation while I was testing features. Thursday morning, before the presentation, I get a message: "Good luck today. You've got this." by itself It remembered. Without me setting ... ... care about me. And they do care. But everyone's overwhelmed. Everyone's distracted. Everyone forgets. This thing I built? It doesn't forget. It remembered my sister's name from one conversation. Asks about my dog when I mention

... exact questions people have been asking us: How is GEO actually different from SEO? What signals do LLMs care about? How do you know which prompts are worth optimizing before spending time or money? How do you separate being mentioned from being trusted or recommended ? How do you track impact when models are non-deterministic and drift over time? How do actions like Reddit posts, blogs, or LinkedIn content actually move AI answers? How do you prioritize when ChatGPT, Perplexity ... ... working tool among others: 1) Research Identify real prompt demand (not keyword volume) Cluster prompts by intent, persona, and buying stage Establish a clean baseline (replicated runs, frozen personas, citation normalization) 2) Diagnosis Where you re invisible vs

... Hotels are spending heavily on marketing to drive direct bookings. AI assistants are now mentioning hotels more than ever. But here s the problem we keep seeing: Hotels show up in AI answers. Yet when users ask where to book or how to reserve , the booking action is routed to an OTA instead of the hotel s own website. So hotels win visibility , but lose conversion . This isn t a traditional SEO or ads issue. It s a new form ... ... leakage: AI visibility without action attribution . As AI becomes the decision layer of the internet, being mentioned

... months and I've been consistently getting 100+ high-intent visitors every week. Here's the exact system you can copy: Step 1: Find high-intent posts Look for posts where people: ask for a tool for compare options / alternatives describe a problem your product solves You can find these posts via Google: best _ reddit _ alternatives

... built an MVP for a marketing assistant platform that helps you find brand-relevant mentions and respond to them in your own voice. The AI learns about your company, understands your tone and writing style, and helps you engage naturally. It also helps you create Reddit posts and suggests improvements based on the best-performing posts in each subreddit - showing you how to tweak content to increase visibility and reach. You can fetch users from relevant threads, save them ... ... leads, and DM them. The same applies to Bluesky and YouTube, where you can reply to keyword - based mentions

... connections. Navigate by clicking connected nodes. The graph builds a visual trail of your path, helping you retrace steps and see how ideas connect. Hover to see the relationship, then jump to the exact spot it was mentioned. Path Finder: Select two nodes, click the path icon, and discover the shortest connection between them. The graph highlights and zooms to show all cards along the route. Timeline animation: Visualize how your knowledge base grew over time ... ... mobile, never scrolling out of view. Mobile toolbar blur button: One-tap button to dismiss keyboard and close the editor toolbar. Connection highlights: Your current card now highlights in the connections tab, showing exactly how the connection is mentioned

... feature you might be missing that could improve our reddit productivity even more. 2 flaws I noticed: localization - choosing preferred language in AI output dark mode On Chrome Web Store I received 5 stars from satisfied user but she mentioned it would be nice to have dark mode. Yeah, that's what I also thought, I didn't implement it on purpose because everyone says "if your app has dark mode, you launched too soon". But it makes sense. Localization ... ... review on PH mentioning

... people who shared launch strategies. And everyone repeated the same thing: you must be present on Product Hunt daily. How We Found Our Hunter Sounds like How I Met Your Mother , right? I started chatting with @chilarai , and he mentioned that they teamed up with @fmerian for their launch, which ended up becoming Product of the Day. I wasn t sure whether to reach out to Flo for a few days, but eventually I posted on his GitHub thread ... ... already have strong momentum, but should be a huge traffic. Have a clear plan for launch day. We want to thank everyone who helped us on this journey! Product Hunt is such a huge community. We can t mention

... changed on this platform in a year. He asked how he could repeat his success, because then he effortlessly gained over 200 upvotes. First of all, you need to understand that the rules have changed, e.g.: Featured vs. launched products There is no longer a Notify me page The way of self-presentation has also changed So what should you do? (Or how I would proceed): I would publish a significant post in the relevant forum of my product, stating ... ... would actively participate in the discussion on the platform at least 1 month before the launch. I would connect with the most regular users of this platform on social networks and ask them to follow our launch page (mention

... Light will have 250,000 tokens/month, AI Moderate will have 500,000 tokens/month, AI Pro will have 1,000,000 tokens/month, and AI Max will be essentially unlimited at 1,500,000 tokens/month. Additional free tier limitations (not mentioned above) would be 7 course limit and 20 assignments per course. When a course is marked complete that course and all assignments related to it will be removed from your course and assignment limits. Honorable mention

... hackable and honest . Pricing & Basics Free, with a pro plan Open source (self-hostable, forkable) Mac, Windows, iOS Local + optional cloud Review Signal Ito s reviews are dense and technical: Clustered around launch and follow-ups Frequently mention code, PRDs, and structured writing Highlight that it writes what I meant, not what I said It s not a mass-market dictation toy; it s a builder s tool. Why you'd pick Ito over everything else ... ... bias for shipping something simple that works. Worldview: not everything needs to become an assistant. Sometimes you just need audio text , reliably. Pricing & Basics One-off purchase Mac-only Fully local audio transcription Review Signal Reviews consistently mention

... Product Hunt community! I'm excited (and a bit nervous) to share that Mentionrank is launching TODAY on Product Hunt! What is Mentionrank

... Boutique law firms , privacy/compliance consultancies, GRC & risk teams Vendors offering AI governance , audits, DPIA/FRIA, logging/monitoring, CE-readiness Signals we track (with source links). Hiring: AI governance / risk / compliance roles New AI policies/charters or transparency pages RFPs / vendor questionnaires mentioning AI Act controls Product changes that likely trigger Annex III (HR, credit/insurance, biometrics, education, essential services) Mentions

... targeted subreddits where our audience hangs out, read every rule, and posted on showcase days. The first posts got crickets , but after tweaking tone to fit each community, engagement picked up fast. Lesson: tone > subreddit size. Honest mentions > cold self-promo When a thread aligned with our product, we shared it openly as part of the Lumi.new team. One short, honest comment brought in hundreds of visitors. Authenticity really works. Tracking conversations = hidden gold We used keyword alerts ... ... like f5bot) to monitor relevant discussions and competitor

... accessibility issues, and typos @Pieter by @levelsio is a Windows 3.11 retro computer with working dial-up modem internet @Git Pushups wants you to stay healthy while coding Best IDE in 2025? In the 2025 Stack Overflow Developer Survey, VS Code ranked as the most-used developer environment. I was curious to know the feeling of the community. VS

... Thirdeye provides AI-search analytics for performance oriented marketing teams. Unlike classic search engine tools that chase organic rankings, it focuses on how large language models (LLMs) such as ChatGPT, Claude, Gemini and Perplexity mention and cite brands. The platform monitors brand mentions

... What is Thirdeye? Thirdeye is your AI visibility and intelligence layer. It tracks how AI answer engines 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

... been building mention.click to solve one of the hardest growth problems We ve faced: finding the right conversations on Reddit. Reddit has 430M+ users, and people openly share their pain points every day but manually browsing subreddits, searching keywords, and checking if a thread is actually relevant takes hours. mention.click