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How do you distinguish real users from bots when traffic is high but conversions are low?

I'm working on a free SVG icon project called IconShelf and recently noticed something confusing. Analytics show decent traffic, but signups and conversions are much lower than expected. To investigate, I started reviewi

How do you distinguish real users from bots when traffic is high but conversions are low?
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