Adobe LLM Optimizer

As the title suggests, I’m interested in hearing your thoughts on this newly announced tool. From what I currently understand, the type of tracking it claims to offer may not be technically feasible. Additionally, it's my understanding that AI-generated search results are typically personalized and vary from user to user.

That said, I could be way off base and am definitely curious to hear others’ insights and opinions. What are your thoughts or expectations around this?

You're right to question how feasible this is technically, especially given how AI search results are increasingly personalized. For Adobe to deliver something truly impactful here, it would need to normalize or bypass that layer of personalization. The biggest test will be whether the LLM can work across a broad range of query types and still provide useful, scalable optimization insights. For anyone using proxies (especially mobile ones), it could actually be a great opportunity to simulate varied user profiles (IP/location/device) and see how the tool responds under those shifting contexts.

Many of these new technologies make huge claims with little proof of concept, so you're right to be suspicious. As you said, tracking AI-generated outcomes is challenging because they are dynamic and user-specific. It seems more like marketing hype than fact unless it has backend access or is extracting data from a highly regulated setting, which is improbable. I'm still interested to see how it turns out.

I totally agree. Just glad to hear some others chime in.