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One tool in the Click Forensics arsenal, the "Click Forensics Site Score," conceivably could have have consequences for AdSense publishers by letting advertisers automate domain filtering and placement targeting.
MediaPost has an article about the new service here [mediapost.com].
It's easy to be skeptical of the new tools (Click Forensics has a knack for getting publicity with headline-worthy claims), but maybe there's fire behind the smoke--and if a significant number of major advertisers are persuaded that Click Forensics' "adaptive intelligence" and predictive tools are useful, the impact could be noticeable.
If I were an advertiser, I would be more concerned about how to test the claims made about the developers of this product, rather than the conversions of publisher traffic.
It's likely that advertisers big enough to use this platform will test the claims.
If the concept seems "deja vu," it's because it sounds like a third-party version of the method that Google uses to determine smart pricing, with one big difference: Smart pricing is under Google's control, while the Click Forensics tools are designed to give the advertiser greater control. (To put it another way, the Click Forensics "predictive tools" are for advertisers who don't want low-quality clicks at any price.)