... first group tore their workflow apart and rebuilt it around AI. The second group is waiting for the dust to settle before committing to anything. The waiters have a defensible case. Half the AI tools from 2024 are dead, the best model changes monthly, and rebuilding your stack every quarter has a real cost. In most platform shifts, the fast follower wins (think Apple). But this shift compounds in a way that previous ones didn't. When a competitor

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures the emotional tone of AI mentions positive, neutral, or negative showing how AI portrays your brand. Together, these four metrics answer the two most fundamental GEO questions: How frequently does AI mention ... ... brand? and In what tone and context is the brand represented? 1.2 Trends and Competitor

... 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

... blockchain, truth cannot be hidden.   Those accounts still exist, and they are locking up your SOL as "Rent Fee"   (approx 0.002 SOL each).  It s your money, stuck in limbo. What we built (Dust Pool):   We are just a husband and wife team one developer, one designer.   We built this service to find those hidden "Ghost Accounts," burn them, and   unlock the value.   But we faced ... ... pool that recovered rent into a fair, transparent game. The Mechanics (Transparent & Verified): We don't promise "moon." We promise a fair system based on math.     1. Scan & Burn: We find the hidden dust

... noticed two main narratives in how companies view their competitors. Either it s a fight to the death approach exactly like what we see between Replit and Lovable (though it seems Replit does more of the provoking ) basically: We speak badly about our competition. Or it s more motivational: We speak positively about our competition. Tho I do not know whether I have seen some example of this competition, I can see it only in terms of personal branding when ... ... people do not want to say bad things about someone, even when they are competitors

... brand mentions across these models in real time, analyses sentiment and provides prompts showing how and where the brand is being referenced. It also sends real time alerts when a brand is cited by an AI model and offers competitor monitoring to identify positioning gaps. Thirdeye as one of the most-advanced AI analytics and recommendation platform that helps brands get discovered not just on Google but inside ChatGPT, Claude, Gemini and Perplexity, emphasising that if you aren t cited ... ... platforms such as ChatGPT, Claude and Gemini are becoming the new homepage for information, so brands must optimise for visibility across these models. This shift is supported by wider industry data: according to Nowspeed s guide on AEO vs

... first: Posting my side project before I felt ready. It led to unexpected feedback, support and paying users. Curious what small moves made a big difference for you Comment from Nika(@busmark_w_nika): @dustinheaps  I am trying do these more (exception is number 1  I am still late :D) Comment from Dustin

... anxiety. So I m curious: What problem did you set out to solve and did it end up being the real problem your users cared about? Drop your answers I ll read and reply to every one. Comment from Dustin Heaps(@dustinheaps