... Rankfender , we've identified clear patterns. Certain content types get cited 3x more often than others. Here are the 7 content types that win AI citations with real examples you can steal. First, the data: Content Type Citation Rate (vs. average) Best For Comparison pages 3.2x higher "X 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

... 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 ... ... 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 your brand Citation rates across ChatGPT, Google SGE, Perplexity, Gemini Share of voice vs

... shopkeeper knew me and my family. I begged him, please don't tell my father, can you do something? He called the distributor. The distributor turned it on and instead of "Kingbell," the screen flashed "LENOVO." He was literally shocked, then he looked at me. A 12-year-old kid. He laughed. Not at me. Out of respect. Gave me a full refund. I walked out with my $25 back. That was the day I learned ... ... truly go all in. The Agency Eventually I started a service agency, video editing and storytelling for businesses. Ran it for a full year even hired employees using my savings. This was supposed to be "the one." It work little

... back in and share what's new. Poke (this one's my favourite) Your sprite can now deliver messages to your friends. We call it Poke. It shows up somewhere random on their screen with a fun little animation and delivers your message right there. It's ridiculous and fun and honestly kind of romantic? I've been poking my wife with it and it genuinely makes our day better. Sometimes tech doesn't need to solve a serious problem ... ... Sometimes it just needs to make someone smile when a little

... 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

... happened when we pushed crazy hard on it. The moment we stopped pushing, growth stopped. It s a weird trap because it feels like progress from the inside. There s always something you can celebrate: conversion is up a little, churn is down a little

... human. The honest framework: I trust AI agents for RESEARCH and SUGGESTIONS, not for DECISIONS and EXECUTION. The agent should do 80% of the work, and the human should make the final 20% of judgment calls. That's literally how we built Aitinery the AI generates, the human curates. We never auto-book anything. Because the moment you remove human agency, you've crossed from "useful tool" to "liability." Comment from Gianmarco Carrieri(@giammbo): @busmark_w_nika   Exactly ... ... weeks and honestly I m really happy with it, as long as it stays in copilot mode (I review everything before it ships). I ve leaned on it heavily for a new side project I m building ( BenchCanvas ): market + competitor

... small tradition: whenever our TV switches to a scenic screensaver, we try to guess where in the world it could be. It became something we weirdly looked forward to, so I thought, why not turn it into a fun little game that we can all play? :) So, I built Viewdle. (Obviously inspired by Wordle) The Premise: Look at a new view once a day. Try to figure out which country it is. Use distance and direction clues to find your ...

... This debate often gets framed as Should researchers use AI for literature reviews? I think the real question is different. Is it ethical to spend hundreds of researcher hours on mechanical work when that time could be spent advancing actual knowledge? Think about a researcher spending an entire weekend searching papers, skimming irrelevant abstracts, copying citations, and fixing references. That s not insight or discovery. That s overhead. I recently came across @Chirpz Agent that helps with literature

... fuck it. What if I just built something that actually understood me? Not another todo app. Not another AI chatbot with canned responses. Something real. So I started coding (named it zropi.com Two weeks in, it scared me a little. It chats like a person. Pauses, emotions, personality. I was testing it, venting about this nightmare project at work. How my manager kept moving deadlines. How I felt like I was failing. Didn't think much of it. Three days ... ... later, 11pm, my phone buzzes with notification "Yo, did that project deadline thing get sorted? You sounded pretty done with it last time." I literally

... fuck it. What if I just built something that actually understood me? Not another todo app. Not another AI chatbot with canned responses. Something real. So I started coding (named it zropi.com Two weeks in, it scared me a little. It chats like a person. Pauses, emotions, personality. I was testing it, venting about this nightmare project at work. How my manager kept moving deadlines. How I felt like I was failing. Didn't think much of it. Three days ... ... later, 11pm, my phone buzzes with notification "Yo, did that project deadline thing get sorted? You sounded pretty done with it last time." I literally

... between having information and mastering it. Why PlanMySemester is changing the game: The Automated Workflow: Stop the manual data entry. Our Automated Course Uploader and Syllabus Analysis tools extract assignments and deadlines directly from your documents. Your calendar literally builds itself. Context-Aware AI Tutoring: Most AI tools are generic. Ours is different. By uploading your specific course materials, the AI Tutor provides guidance, hints, and study guides tailored to your professor s requirements. Data-Driven Success: Our Advanced Analytics ... ... truly paperless workflow. - AI Plans: For power users who want deep-dive AI Tutor Summaries, a full breakdown of every session you ve had, alongside massive token limit increases and optimized efficiency on our Flash Lite

... built Jeera Lite because I wanted a better way to plan and organize my work something as easy as Notepad , but more structured . Most tools today are bloated, online-only, and require signups, subscriptions, or credit cards just to get started. I wanted none of that. Jeera Lite

... built Jeera Lite because I wanted a better way to plan and organize my work something as easy as Notepad , but more structured . Most tools today are bloated, online-only, and require signups, subscriptions, or credit cards just to get started. I wanted none of that. Jeera Lite

... built Jeera Lite because I wanted a better way to plan and organize my work something as easy as Notepad , but more structured . Most tools today are bloated, online-only, and require signups, subscriptions, or credit cards just to get started. I wanted none of that. Jeera Lite

... give feedback? We are actively looking for early adopters and teams willing to pilot our Anonymous 7-Day Audit to help us stress-test the prediction engine. Let's make this a success together and leave the world a little better than we found it. Comment from Christian Van Gils(@christian_van_gils): @ashok_nayak  Hi Ashok, Please start your onboarding on www.pulseboard.nl . It is for free now. Not 7 days, but at least 60. So let me know ...

... Product Hunt! Today I m sharing something close to my heart Eaten-AI , an app built to make healthy living feel simple, warm, and a little magical. What is Eaten-AI? It lets you scan any meal and instantly see its calories and nutrients. Everything is clear, honest, and easy to understand the way everyday choices should be. But the soul of the app is a tiny AI companion who grows with you. Eat good, wholesome food, and it becomes ... ... alive. A small companion who shows how your choices shape your world, day by day, meal by meal. How it's made I used Gemini 2.5 Flash so the companion could respond quickly and feel present, almost like a little

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs

... need it. The nominee system is a big part of that, you choose who gets what, and Crux handles the rest securely and privately. It s practical, but it s also personal. It lets you leave clarity and a little bit of yourself behind. For me, the idea is pretty simple: how we live matters, and how we leave matters too. Happy to be here and meet people building things that make life a little

... Product Hunt I m excited to share Cursor Critter, a little Chrome extension that turned into a joyful side-project and now something I can t stop using. The idea We browse the web for hours a day zooming, reading, clicking and it always felt a little

... kilometers. So I thought, Okay, if I don t make it, I ll need someone to hype me up. That idea applies to a lot of goals and challenges. At one point, I even thought about bringing a little speaker so other people could get hyped too. The app itself is simple: you open it, enter your goal. In my case, it was finish a marathon and build an app. Then you join a room where the hype man responds ... ... hype man acts kind of like ChatGPT with a voice, but with a different personality and instructions. It hypes you up, reminds you why you re doing what you re doing, and keeps you focused. It s a little

... 1 Ever wanted to track your work without fighting your tools? That s why I built Jeera Lite a simple, offline-first work tracker for individuals. No signup. No cloud. Just you and your projects. 2 I used to juggle notes, spreadsheets, and half a dozen apps just to plan a side project. Most tools are made for teams too heavy, too connected, too much noise. All I wanted was something like Notepad but smarter. 3 So I built Jeera ... ... Lite

... noticed two main narratives in how companies view their competitors. Either it s a fight to the death approach exactly like what we see between Replit and Lovable (though it seems Replit does more of the provoking ) basically: We speak badly about our competition. Or it s more motivational: We speak positively about our competition. Tho I do not know whether I have seen some example of this competition, I can see it only in terms of personal branding when ... ... people do not want to say bad things about someone, even when they are competitors

... abandon. The queue at the shop was massive. And of course being British, I wasn't going to leave it. So with a copy of last month's paper under my arm, and a freshly lit hot stick perched between my lips. I am here. With that I am happy to say, unless I completely shit the bed, that next week v1.5.0 Pro Trial Edition will be launching. OW OW. But Daaaad why aren't you just launching ... ... little