Graphic designer here. A font recognition ai is sorley needed. Gemini and its competitors flat out lie when asked and Adobe Illustrators Retype is laughably bad. The problem I face almost every day is not to find a close match but to find the actual font in use, commercial or not.

whatthefont and identifont used to work well, but they've been overwhelmed by new designs which are not used often enough to warrant inclusion.

I just use Rookledge's Type Finder and a battered copy of Precision Type 5.0