Sometimes it's enough that it's a catchy word with a free .com or .io domain. Doesn't need to be a meaningful acronym always, think Google, Sony, Xerox, ....
If you're interested in computer-assisted backronym composition, please check out this interactive tool that I made, based on GPT-NeoX/Pythia models: https://github.com/dwrensha/acronymy-assistant
Check the Google when you make a new acronym brand. If there are no significant search results and you can pronounce it, and get the domain, congratulations, you have a brand. Might have to be 5 letters or longer though.
Do you have any prompt tips for this sort of task? I’ve tried it a bit ago and didn’t manage to get very good results even with a lot of iteration. Could have been the niche subject matter though
I don't think there are good prompts for this. ChatGPT sees the world in tokens, not letters. That makes it an uphill battle to make it reason about individual letters. It's not impossible (it can tell you the first letter or the number of letters of words with decent accuracy) but it certainly has a harder time than a human raised on words composed of letters has.
This would be a good usecase for networks trained on letters instead of tokens, but I'm not sure if any big ones exist, since for 99% of tasks tokens are just better
I made a name generator once that tries to do that: https://catchybrand.vercel.app