... 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 Outdated pricing.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

... Product Hunters, I m an offensive security consultant and red teamer who s spent the last years helping companies across the globe identify critical vulnerabilities and understand how real attackers think. I share those experiences at xbz0n.sh through technical write-ups and research. Lately, I ve been building DefenderIQ - a platform that turns messy, raw threat data into AI-narrated security stories. It s designed to help online businesses make sense of domain threats, dark-web exposure, phishing kits ...

... would like to warn you in advance that I do not want to offend any culture or country with this post. It only demonstrates observations from my own experience. 6 months ago, I had a conversation with a friend and we got to the topic of money. That conversation concluded that Americans were born with a wallet in their hand and have no problem paying for products (any, even less useful ones) while other countries are very hesitant. When ... ... from the Middle East, just love to haggle and reduce the price (in some cases absolutely unreasonable). Its just in their blood, even more if you do not give them the discounts, they can take it personally and get offended

... poured my heart into creating an AI that actually feels like your friend. Not some soulless assistant. No offense, Siri (or maybe some offense