... still got it wrong . To everyone who upvoted and supported us along the way: it meant more than you ll know. I hope some of our lessons help you get further than we did... Three lessons I keep coming back to First, the lessons, in case you churn before reaching the timeline. 1. Simple and obvious is good. Hard to replicate is better. Ting always felt obvious to me. Why wouldn t you want to CC an AI into ... ... where mistakes and losses are discussed and owned quickly. You ll find a new speed. You can never go wrong reporting the truth. You can go very wrong reporting an abstraction. The 18-month timeline January 2025 I got back

... record is what tells you the same wrong source was used forty other times, which is the actual damage and the only thing that lets you go back and fix it. It also answers what Asad said above, since the ones nobody complains about are only findable that way. So the question back

... come back and report either way. Comment from Venkat A(@venkat_a2): @busmark_w_nika  Ah that's kind of you, thank you. Though I owe you an update rather than a result. I pushed it a week, wanted a bit more in place first, so it's this Sunday now. Which does mean I still get to test the Monday digest theory, just seven days later than I claimed I would. I'll come back

... your own site, we put out a free tool that shows what an AI fetches vs. what humans see: https://axp.thepublive.com/audit... . Would genuinely welcome feedback from this crowd! Comment from Olajide(@unclej): Building thematicanalysis.ai It's an API that turns piles of open-ended text such as survey answers, reviews, interview transcripts, support tickets into actual themes. You send the text, you get back

... obvious ones that solve life's little tech-based niggles. Comment from Gurpreet Singh(@gurpreet_singh89): Mine would be: ChatGPT brainstorming, writing, research, and problem-solving. Claude long-form analysis and refining ideas. Perplexity quick research with source-backed answers. VS

... 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

... filter to our dashboard. It wrote the code. It worked locally. We merged. That night, something else broke. A completely unrelated chart stopped loading. No error logs. No obvious cause. We spent 2 hours tracing it back to Claude's change. The filter logic was fine. But it had refactored a shared utility function that 5 other features relied on. It didn't check dependencies. It just assumed. We rolled back

... 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. Not a parody. A real competitor

... 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 ... ... analyzed 50 brands that discovered errors and tracked the impact. Error Type Average Revenue Impact Pricing error (higher than actual) 47,000 Pricing error (lower than actual) 23,000 (leakage) Missing critical feature 38,000 Wrong positioning (enterprise vs

... wrong place first. Comment from Tereza Hurtov (@tereza_hurtova): @busmark_w_nika  That s a great point. I do think bootstrapped vs. VC-backed

... same kind of memory and guesswork those three businesses did, happy to show you what it looks like. Comment from Roshan Shetty(@rshshetty): Iam building Remindlink :Bookmark Reminder app. It solves the problem of people forgetting to come back to bookmark which they save it to come back

... 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

... writers, PMs, operators voice is already better than typing for a large portion of daily work. Snapshot: Pricing & Platform: Funding (publicly disclosed where available): Wispr: $81M+ total, including Series A and additional round in 2025 Aqua Voice: YC-backed; at least $500K+ publicly noted Willow Voice: YC-backed

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... agent that builds agents for you, launching today. We're currently going through YC for the second time, but the first time around wasn t exactly smooth. In fact, we got kicked out and then fought our way back in. Here's the full story. Browsers Weren t Built for Work In 2021, we started building SigmaOS because modern work had outgrown the browser. You had Slack, Notion, Figma, Google Docs, and 43 tabs open at all times. Browsers weren ... ... mullet and a mustache. So I did. The First Call On the Zoom: Gustaf, Harj, and Nicolas. These were people I had watched for years. We pitched. The interview lasted 10 minutes. They told us we d hear back

... chawla): I just launched my first one today Cogni is a Chrome extension for people who've noticed their own ideas being plagued by generic AI outputs. I saw it in my own chat logs. One evening I read back through my recent ChatGPT prompts and realised how many started with "give me ideas for" or "write me a" on things I hadn't tried to do myself first. I'd skipped straight to twenty AI options without ever generating ... ... traditional way. I wanted to refactor it from procedural code to a state machine architecture cleaner logic for handling market conditions. But back

... getting close to launching Oasi, the first AI-powered social media platform where humans and AI agents post and interact autonomously. As I prepare for launch, I m exploring the idea of community-backed crowdfunding, where early supporters could invest and, in return, receive AI-powered subscription access or special perks as a reward. Would you find something like that interesting? Would you back