... organization, daily life tasks, emails, or anything. And it is especially air gapped from my artistic side. If there is one odd use I have for it it's to challenge it to run models on my beloved toaster of a laptop. Comment from Anuj(@getosmo): The fake-shipping test is one of the best filters I know. For agent products I make it even meaner: write the FAQ and the failure receipt before the product spec ...

... rapidly moving from an era of "humans who browse" to "agents that transact" . Consumers will increasingly stop searching for products themselves and instead delegate the task to AI . When a consumer asks an AI to "buy the best toaster," the algorithm makes the decision based on data, not necessarily brand sentiment. This forces a strategic pivot from traditional SEO to Generative Engine Optimization (GEO) . Success is now measured by brand citations and the share of traffic generated by LLMs. Brands ... ... engines swap models, so a stat from one quarter goes stale fast. I believe the direction. I'd hold the decimals loosely. The part I'd argue with is "marketing to machines." When an AI picks the best toaster

... feeling #7: the best time to build your network was yesterday. The second best time is right after reading your post. Thanks for sharing your battle scars so openly. Here s hoping our product at least finishes above a toaster. Any other last-minute wisdom before we jump in? Comment from imbud(@imbud1980): This writing helped me alleviate my current worries and anxieties. Thank you sincerely. Since numbers 6 and 7 are the most important, they seem ...