... recently published a blog post explaining what my new project QueueForge is. Even small steps like this help move the product forward. Read the full article here: https://queueforge.dev

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... signal. The first call is not just for pitching Most VCs will start the first call by explaining who they are, their investment thesis, and how they work. Don t just politely wait for your turn to talk. Ask questions

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... increase in activation rate Churn dropped from 8.2% to 5.7%. Referrals went up 41%. Revenue grew 18% without a single enterprise deal. What this means for you If you're thinking about building enterprise features, ask yourself three questions

... built a model to generate 1,000 questions that people actually ask. Not random prompts. We scraped 50,000 real user queries

... 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

... 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

... clearly AI." We wanted to understand what separates the ones that work from the ones that don't. Here's what the data showed. The content that got cited Three things stood out. 1. They answered a specific question. Not a general topic. A question

... results reveal a massive gap between how companies market themselves and how buyers actually discover them through AI. Here is what we learned. 1. Buyers Don t Ask Who Is the Best? Only 12% of buyers used generic category queries like best CRM or top project management tool. The other 88% used queries

... weren't there. Not #1. Not #2. Not #10. Nowhere. What I Thought Mattered (It Didn't) What I Prioritized What AI Actually Cares About Beautiful design Structured content Clever copy Direct answers SEO keywords Complete questions Backlinks Original data Social proof Comparison tables I was optimizing for humans. AI is not human. Lesson #1: AI Doesn't Read It Extracts Humans read your About page. They feel your brand voice. They appreciate the design. AI does none of that ... ... missing No card. Just data. Good luck with the launch genuinely excited to see what you build. Comment from Jeff Lacey(@jeffla): @imed_radhouani  Thanks Imed On timing: we restructured about 3-4 weeks ago added FAQ schema, question

... 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

... simply don't exist. After analyzing 1,000+ SaaS products at Rankfender, I've identified the 3 non-negotiables for AI visibility. If you're not doing these, AI will never know you exist. Thing #1: You Must Answer Questions AI Is Already Asking The mistake: Most products optimize for keywords people type into Google. The reality: People ask AI complete questions

... 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, 94.3% for Perplexity . But when users ask discovery questions like "What are the best AI tools launched this year?" the success rates collapse to 3.32% and 8.29% respectively. That's a 30-to-1 gap. What this means: Your Product Hunt launch gets you known . But it doesn ... ... page impressions +200% after Q&A content Terminology matters. Product Hunt changed a page title from "The best AI dictation apps" to "The best AI dictation and speech-to-text software." Result: citations tripled overnight. Why: LLM search queries

... 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

... 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

... Problem Solo queuing is broken. You're ranked, focused, and ready to climb but you're getting matched with players who don't communicate, don't coordinate, and don't care about winning. Existing Discord servers and LFG subreddits are noisy, unfiltered, and slow. There's no intelligent layer connecting competitive players based on what actually matters: rank, role, playstyle, and availability. Introducing Queue.gg

... resume insights, and guided execution. My current rule of thumb is: Free clarity Paid transformation Still figuring it out though. Every week, I question if we re giving too much away or charging too early. Curious how other builders think about this balance. Comment from Dan Sealey(@dansealey): I tend to draw the line at utility versus

... launched Rankfender 48 hours ago, and the response has been overwhelming. Thank you to 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 ... ... means for your business. Part 1: The state of AI search in 2026 AI answers are everywhere. We analyzed 10,000 random queries

... community After years in data, here are the 5 questions that actually move the needle for founders most people never think to ask them: "Where exactly are users dropping off?" (not just overall churn) "Which segment drives 80% of our revenue?" (Pareto your customer base) "What happened the week after our last price change?" "Are there anomalies in this month vs

... 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" "How to [solve problem you solve]" "[Your category] vs

... learning platform that actually builds your thinking, not your dependence. You've done it. We all have. You're stuck on something a concept, a problem, a piece of writing so you open ChatGPT, type your question, and copy the answer. Problem solved. Task done. Move on. But three days later, you can't explain it. A week later, you've forgotten it entirely. You've outsourced your thinking so many times that your brain never ... ... slow leak in your ability to think. Socra was built to fix exactly this problem. What Is Socra? Socra is an AI learning platform built around the Socratic method the 2,400-year-old teaching philosophy that uses questions

... citations tripled in 90 days. Here's the exact formula we used step by step. Step 1: The 3-Part Structure Every page that wins citations follows this architecture: Part A: The Direct Answer (first 200 words) Answer the question immediately No introduction, no fluff One paragraph max Include the target keyword naturally Part B: The Supporting Data (next 400 words) Add statistics, examples, or proof points Use bullet points or a mini-table Cite sources where possible Part ... ... Structured Breakdown (remaining content) Break into H2 sections with clear labels Each section answers a sub-question

... weren't sure how our users would respond. The Product Hunt launch exceeded our expectations, earning us product of the day, week, and month! Quiz has since become one of our stickiest features, with an average of 70 questions answered per user per month. Given the strong engagement, we decided to invest further, bringing more question

... quality. My first lesson learned already is to make sure to always do customer discovery and product validation. I learned a lot building this project. The first being that building is only half the battle. If you have any questions just let me know. I've used a few billing platforms to test, but right now I've landed on Stripe, but definitely open. If you visit the site, you can see I just use Google OAuth for authentication ... ... pretty easy to set up. Comment from Conrad Foster(@conrad_foster): Curious how you're handling auth with supabase sticking to their built in system or adding a custom layer? Comment from Eric Buckner(@ebuckner200): Great question

... here: Over the past year, building with LLMs, I ve noticed that the big change is not necessarily that AI gives us better answers. Change your perspective and think like this: we, humans, are starting to ask better questions. And here's why: When search engines dominated, we asked: What is X? How do I do Y? Best tools for Z? With LLMs, the questions

... 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 ... ... community signal on Product Hunt is systematically surfaced in AI product research workflows. 1. AI visibility is measurable Track citation rate like SEO. Instrument it, monitor it, iterate. 2. Terminology drives retrieval If your language does not match dominant queries