The most common and most likely answer to this crossword clue is the 11 letter word SCINTILLATE
I've seen this crossword clue in Independent
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More clues leading to the result SCINTILLATE
Buddy explains!

The straight part
We know that "sparkle" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case sparkle = scintillate.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.
What does SCINTILLATE mean?
SCINTILLATE verb- To give off sparks; to shine as if emanating sparks; to twinkle or glow.
- To throw off like sparks.