Yes, unsee is in the scrabble dictionary

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Unsee Definition

verb

To undo the act of seeing something; to erase the memory of having seen something, or otherwise reverse the effect of having seen something.
from the English-language Wiktionary

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Top Words by points

Points

ensue

5

2 letter words with UNSEE

Points

es

2

us

2

ne

2

nu

2

un

2

en

2

3 letter words with UNSEE

Points

sen

3

use

3

uns

3

sun

3

sue

3

see

3

nus

3

nee

3

ens

3

4 letter words with UNSEE

Points

seen

4

sene

4

esne

4

5 letter words with UNSEE

Points

ensue

5

unsee

5

Found 20 words in 0.18018 seconds