Talking about lack of knowledge
This is the most common pattern.
Clueless is normally followed by about when referring to a topic. Clueless as is not a standard combination.
Use clueless about to say someone knows nothing about a subject. You may also see clueless as to, where as belongs to the phrase as to.
These forms are not interchangeable. Choose the construction by meaning, not by which preposition appears most often.
This is the most common pattern.
As to introduces an indirect question.
The same subject can take different constructions because each sentence answers a different question.
Some combinations appear in real text but do not mean what learners often assume.
Use about for subjects or areas of knowledge.
✕ She is clueless as marketing. ✓ She is clueless about marketing.The expression is as to, not just as.
✕ We were clueless as what to do. ✓ We were clueless as to what to do.Choose the expression that matches the intended meaning.
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Some speakers use clueless on informally, but clueless about is more standard.
It means uncertain about or not knowing.
It is mainly informal and conversational.
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