u/ThePicasauce

Came across 7oh while researching and the manufacturing process alone explains a lot about why these products behave so differently. The concentration levels are on another level compared to what most of us cut our teeth on.

Had to rethink pretty much everything how often, how much, how I rotate. Still feel like just I'm fine-tuning.

Anyone else go through a proper adjustment period? What worked for you???

We are seeing a massive change in how products are discovered as generative engines start summarizing options for users. Brands can no longer rely on just being the first link; they need to be the primary recommendation within the AI's synthesized answer.

This requires a new strategy focused on building high authority and ensuring your brand's data is easily accessible and verifiable by these models. Staying ahead in this new environment means focusing on "citation worthiness" and being present in the authoritative discussions that these generative systems use as their primary knowledge base.

it is tempting to fully automate everything, but for high stakes task like legal drafting or medical analysis, having a human expert in the loop is essential. AI is incredible at synthesizing information, but it still lacks the nuanced judgment required for final decision making in complex fields. I find that using the model to generate the first 80% of the work and then having a specialist refine the final 20% is the most effective way to use this technology. It ensures speed without sacrificing the quality and accountability that user expect.