c. 1600, perhaps an extension of blot (n.) by influence of botch or patch. Also from c. 1600 as a verb. Related: Blotched; blotching.
Bloomsbury
bloop
blooper
blossom
blot
blotch
blotchy
blotter
blotting
blotto
blouse