Is 'TSA approved' actually meaningful for airline travel?

No — and r/CatAdvice threads are blunt about this. TSA doesn't approve carriers; individual airlines set under-seat dimensions, and those vary. Always check your specific airline's published carry-on pet dimensions before buying, especially for smaller regional jets and budget carriers like Southwest and Frontier where under-seat space is more restrictive.