... 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

... tracking their AI visibility, citation rates, and what actually correlated with success. Here's what the top 10% did that everyone else missed. The Dataset Parameter Value Launches analyzed 1,000 Time period 2025 2026 Platforms tracked ChatGPT, Perplexity, Gemini Metrics measured AI citations, share of voice, content structure, launch day performance Sample Top 500 + random 500 from leaderboard Finding #1: The Discovery Gap Is Real Academic research confirms what we found: when users search for products by name, LLMs ... ... recognize them almost perfectly 99.4% for ChatGPT

... Product Hunt, I'm Imed, founder of Rankfender. We help brands track and improve how they appear in AI answers across ChatGPT, Perplexity, Gemini, and more. In 120+ languages. We've now tracked over 3,000 brands, analyzed 75,000+ AI answers, and helped founders recover millions in lost revenue from AI errors. Total marketing spend so far: 15k. Here's everything we did with free resources you can use. 1. Narrative: From Agency Pain to Product Solution The story ... ... 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

... 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 Outdated pricing.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 ... ... looking. The Dataset Parameter Value SaaS products analyzed 1,024 Total AI answers collected 75,382 Total citations recorded 316,604 Platforms tracked ChatGPT

... spent thousands translating your site. French. German. Spanish. Japanese. 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

... months ago, I launched a product. Beautiful landing page. Great onboarding. Real customers. Solid retention. One problem: AI never mentioned it. Not in ChatGPT. Not in Perplexity. Not in Gemini. We were invisible. And I didn't know why. So I spent the next 6 months reverse-engineering the answer. Here's what I learned. What I Built The product was solid. Nothing revolutionary, but genuinely useful: Solved a real problem 4.8 stars on reviews 20% MoM growth Customers ... ... found us, loved us But "found us" was the problem. Organic discovery had flatlined. Referrals carried us. New users from search? Zero. Then someone asked ChatGPT

... 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

... Last week, we ran an experiment. We asked 50 SaaS founders to do one thing: check if AI answers about their brand were accurate. Not visibility. Not rankings. Just: "Is what ChatGPT, Perplexity, and Gemini say about you actually true ?" The results scared me. The Dataset Metric Value Founders surveyed 50 Companies represented 50 Stages Pre-revenue to 20M ARR Industries SaaS (B2B, B2C, enterprise, SMB) Platforms checked ChatGPT

... 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

... There's just millions of users reading incorrect information about you and no way to correct it. Real examples from our data: Example A: SaaS pricing A B2B company updated their pricing in January. In March, ChatGPT was still citing their 2024 prices. Users thought they were hiding costs. Three enterprise deals fell through before they discovered the issue. Example B: Founder background A fintech founder's Wikipedia was updated to remove an old affiliation. Perplexity still cites ... ... answer -18% over 90 days Sales cycle extension (due to incorrect info) +23% longer Support tickets related to AI misinformation +37% Trust recovery time after correction 4-6 months One founder told me: "We lost a 200k deal because ChatGPT

... Over the past three months, I've spoken with 50+ agencies using Rankfender. Most started the same way: a client asked "are we showing up in ChatGPT?" and they had no answer. Now? Many have built entire new service lines around AI visibility adding 2k, 5k, even 10k in monthly recurring revenue. Here's exactly how they're doing it. The Opportunity Why this matters for agencies: Metric Value Brands that don't know their AI visibility 78% Clients asking ... ... 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

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

... everyone , I've been building Prompt Armour a browser extension that detects and redacts sensitive data in real-time inside ChatGPT, Gemini, and Claude before you hit send. The problem: every time you paste code, emails, documents, or customer data into an AI chatbot

... everyone who checked us out, upvoted, and shared feedback! One question kept coming up: "How do I actually win in AI search?" So I dug into our data. Rankfender has now tracked over 50,000 AI-generated answers across ChatGPT, Google SGE, Perplexity, and Gemini. We've analyzed millions of citations, thousands of brands, and hundreds of industries. Here's what we learned and what it means for your business. Part 1: The state of AI search ... ... 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

... this is a very fair question: If I can just use free ChatGPT/Grok/Gemini to upload my CSV and analyze sales, why do I need Okiela? *The short answer: ChatGPT

... products on the internet. Makers go all out to win launch day, because that visibility matters. Product Hunt also 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

... OAuth) Community / feedback: Discord Firebase handles authentication and permissions, which lets me move quickly while keeping things secure and scalable. I m keeping billing simple for now and focusing on nailing the core network experience pre-monetization. Happy to chat more if it s useful always down to compare notes on building from inside a specific industry. Comment from Vihaan Kodiganti(@vsync

... trial key is auto-provisioned on your first request. JavaScript / TypeScript npm install @mnexium/sdk import { Mnexium } from '@mnexium/sdk'; const mnx = new Mnexium({ apiKey: 'mnx_...', openai: { apiKey: process.env.OPENAI_API_KEY }, }); const alice = mnx.subject('user_123'); // Chat with memory learns and recalls automatically const chat

... built @Mnexium AI and I thought the fastest way to get folks to try was it to build a chat plug-in for websites. I am providing free keys (however much usage it may be) to anyone who is willing to try it. The plug-in can be found on NPM https://www.npmjs.com/package/@m... npm install @mnexium/chat <MnexiumChat endpoint="/api/mnx" /> Out of the box you get: A professional chat

... just shipped @mnexium/chat : a single npm package that adds a polished, production-ready AI chat widget to any website. React, Next.js, Express, or plain HTML it just works, and most importantly it remembers . The Problem Adding AI chat

... Welcome to the community discussion for our Free Dating App , a place designed for people who want to meet new people, chat naturally, and build genuine connections without pressure or complicated features. This forum is for users who enjoy simple, real conversations and meaningful interactions. Whether you re here to make new friends, start a conversation, or explore potential relationships, this space lets you share experiences, tips, and feedback openly. What You Can Discuss Here 1. Getting Started ... ... create an attractive profile Tips for choosing the right photos and bio First impressions that help start conversations 2. Chat

... buzzword sense. Not in a vague AI-powered way. But in a way that actually matters to your stream. This article is written to answer that question clearly, honestly, and professionally. TataLaLa Is Not a Chatbot. It s a Growth System. TataLaLa was built for one specific purpose: To help game streamers grow revenue and subscriptions without breaking the flow of their live streams. It is not designed to replace you. It is not designed to spam your chat

... Product Hunt Ray here Founder of NewOaks AI / EZsite AI , ex-TikTok PM, and a serial startup addict. This is our second launch of ChatRealtor , and honestly, it feels like the right time. Why relaunch? One of our founding partners previously built a startup that turned used car images into showcase videos , pushed them to social media, and eventually sold the company to eBay Auto for $20M . That idea always stuck with me. Fast forward to today with Gemini ... ... Sora 2 , AI video quality finally crossed the threshold where this approach makes sense for real estate . Our first version ChatRealtor

... problem When teams switch providers, they usually lose everything: conversation history user preferences long-term memory learned context Every conversation starts from zero. Not great for UX or retention. What Mnexium does Mnexium now works with both: OpenAI (ChatGPT) Anthropic (Claude) your memory layer stays intact : chats

... decision paralysis" because they couldn't see the full plan. The realization: We have Jira for our 9-to-5s, but our 5-to-9s are managed in a high-entropy stream of memes and "maybe" RSVPs. Group chats are for talking , but they are terrible for planning . I m building Squad In Sync as a dedicated logistics layer for social life. The goal is to decouple the "logistics" from the "chatter