... same issue or suggest the same improvement, it almost always becomes a top priority in the roadmap. What makes feedback relevant to you? The number of testers? The mix of respondents? Or the way the feedback is collected? Finding: Developers were able to give me detailed and more accurate feedback than users itself. Developers spotted many things, recommended things while user said: It's okay. :D Comment from Nika(@busmark_w_nika): @abdullah_javaid3  But how is it possible ... ... give you a deeper breakdown... usually a sort of reward, like free access for the whole year or lifetime in the initial stages. Comment from Nika(@busmark_w_nika): @mayukh_bit  If you know where I can find

... name is Brandon Boushy. I have an MBA and HVAC Engineering Degree with a minor in facility management, but I have been self-employed since 2017. I started out my self employment journey in 2017 by helping my wife find photography clients, estimating project costs for product photography jobs, and providing project management. That eventually led to consulting work, which led to a company called UpFlip asking me to write articles about how to start a business. This was really ... ... love it if you'd check it out. This business ideas generator uses Census.gov data to compare your local business competition per 10,000 people to the national levels to identify market saturation. Validate your business idea or find

... 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

... everyone else missed. The Dataset Parameter Value Launches analyzed 1,000 Time period 2025 2026 Platforms tracked ChatGPT, Perplexity, Gemini Metrics measured AI citations, share of voice, content structure, launch day performance Sample Top 500 + random 500 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 ... ... 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't get you found . Finding

... 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

... accurate we went from 5% activation in June to now being over 50% (chart below generated in Basedash, of course ). Activation for us involves a company connecting their data to our platform, which can be quite a difficult task (finding database credentials, checking with their security team, and often self-hosting Basedash on their own infrastructure), and then actually building a dashboard or asking our AI a question. So, how does the AI work? First, we gave it access ... ... from our product database, to Stripe, to Segment, to our internal Slack, and everything in-between. The agent can explore all of this data incredibly efficiently ( cough unlike MCP), look up public info online, and reason through anything it finds