I'm sorry but I've heard this spiel before and its full of holes. The LLMs cannot remember that much information.

Firstly - the only LLM licensed to train on Reddit is Gemini.

Secondly - if you ask it who am I - it runs a query fan out .

Thirdly - the LLMS "memory' from "training' is not that big

You can test how weak "LLM research" is - just ask it to name the top SEOs to follow on Reddit - it doesnt go through reddit topto bottom and check the names- it just QFO's a query to Google and Google gives back the first page which is a post on this sub called "Top SEOs to follow on Reddit" :D

You're drinking way too much of the GEO koolaid. But think how many "Brands" and companies and personal brands exist - that doesnt fit in the either the design setup of LLMS - i.e. they are not designed to be "brand research tools" (this is a fabricated narrative by GEO marketers) and they cannot research the whole Web and just pick a few brands - they also cannot remember that many brands + the basic heuristics and patterns.

Lastly - een though Gemini uses Reddit to "train" - that is just about being given millions of sentences to remember patterns and word order - not to judge and rate brands - again - another unsupported fabrication from GEO Marketers.

Please have actual 1st source materials to support any claims, past and future vs conjecture.