... Nearly 1,000,000

... Fast YouTube Transcript Scraper pulls full, timestamped transcripts from any YouTube video in 3 5 seconds at just $10 per 1,000 videos, without a YouTube Data API key, without OAuth, and without quota restrictions. Why it exists: The official YouTube Data API v3 can't return auto-generated captions (the majority of YouTube content). It also caps you at 10,000

... Quick math. SaaS wearable APIs: $0.50-2.00 per user per month. Sounds fine at 100 users. At 10,000 users: $5,000

... They were basic, preventable, and catastrophic. At the database level: 89% had no database indexes. Every request scanned thousands of records . At the infrastructure level: 76% bought 8x the cloud capacity they needed. Average utilization was 13%. Burned $3,000 $15,000

... Because of this, the cost is influenced by multiple layers working together. Understanding the Real Average Range If we look at current market trends and real project structures, most production-ready RWA platforms fall within a range of $100,000 to $250,000

... thought we were ready. Bigger deals. Fewer customers. Better margins. That was the dream. So we built enterprise features. SSO. Advanced permissions. Audit logs. A whole new pricing tier starting at $2,000/month. We spent 6 months. Three engineers. One dedicated product manager. Endless meetings about "enterprise readiness." We launched the tier. Sent emails to our biggest users. Ran LinkedIn ads targeting "Head of IT" and "VP of Infrastructure." Zero. Not one signup. Not even a demo request from ... ... enterprise account. The real cost Let me put numbers on it. Cost category Amount Engineering time (3 people 6 months) $180,000

... Supabase just hit 100,000 GitHub Stars. They also announced 8,000

... 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

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

... 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 me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... their brand circulating in AI. And they had no idea until they looked. The Money We asked each founder to estimate the business impact of each error. Error Type Average Estimated Cost Pricing error (showing higher than actual) 47,000 Pricing error (showing lower than actual) 23,000

... 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

... Last month, I went down a rabbit hole. Product Hunt launches are every founder's obsession. Everyone wants to know the secret formula. So I used Rankfender to analyze 1,000 Product Hunt launches from 2025-2026 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

... 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

... 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

... about AI answers (increasing) 64% year over year Agencies offering dedicated AI visibility services Still under 15% 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

... Yesterday I showed you how to audit your AI visibility. Today I'm going to show you exactly what to do with those findings. After analyzing 50,000+ AI answers at 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

... 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

... 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 it means for your business. Part 1: The state ... ... search in 2026 AI answers are everywhere. We analyzed 10,000

... Road to 1,000,000

... Road to 1,000,000

... First 1,000 users 50 100 new users per day when we turn ads on A fully functioning product with real engagement Live votes, charts, comments, suggestions all working Now the focus shifts. In the coming days, most of my energy goes into fundraising . Building investor relationships. Getting warm intros. Taking meetings. Refining the pitch again and again. We re already starting first meetings and honestly, it feels closer than ever. Being an early-stage founder means doing everything ...

... generated embedding for semantic search, and a human-readable summary. Updates are partial merges send only the fields you want to change. // Create a record const event = await mnx.records.insert('events', { title: 'Doctor appointment', date: '2026-03-15', time: '10:00', location: 'Philadelphia', }); // event.record_id "rec_2fe18b47-..." await mnx.records.update('events', event.record_id, { time: '14:00

... Votap just crossed 300+ comments With the recent spike in users, something really cool started happening inside our app. People ...

... just crossed 1,000 users?! The growth lately has been crazy. A bit overwhelming in the best way. I remember going to concerts in my hometown with about 1,000