Fingerprinting recognizes a returning visitor by combining browser and device attributes, without cookies — and it counts as personal data because it singles someone out.
Why it matters for your earnings
It looks like a cookieless loophole but crosses the personal-data line, so a genuinely privacy-first tool avoids it rather than swapping cookies for a sneakier identifier.
Go deeper: Guide: Personal Data in Analytics