... founder based in Sydney, Australia. I have been working on Sharpread for about six months. It started out of pure frustration. I was spending hours reading through 10-Ks trying to find the signals that actually mattered, buried in footnotes and risk factors that most people skip. I kept thinking there had to be a better way to extract the information without losing the rigour. So, I built a tool that reads SEC filings forensically. The AI never touches ...

... 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

... 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 ... ... answers Often cites 5-8 sources per answer Updates less frequently (every few weeks) Google SGE: Pulls heavily from structured data (schema, tables) Shorter, more direct answers Often cites 2-4 sources Updates daily Perplexity: Emphasizes cited sources with footnotes

... Welcome to the club. The TL;DR is: we hit 1,500 downloads, my friends think I'm a nerd, help us get to 10K stars. There. Saved you 10 minutes. OK, cutting myself off before this needs footnotes ...

... responsibility as developers. It s about exploring a new, faster, sometimes whimsical way to create and doing so with our eyes open. I started out revolting against vibe coding, and now I m writing a love letter (with cautionary footnotes) about it. Life comes at you fast, just like AI. Happy vibe coding, but do it with your brain firmly in the loop. After all, the vibes may be immaculate, but the accountability is still ours. Naturally, parts of this ...