For example, a slight change in your keyword mix coming from Google -- not even a bad thing -- can make your traffic quality as measured downstream go from Great! to Abysmal! very quickly. Pretend that instead of me being both an SEO and a software developer the SEO was the affiliate of the software developer in my business.
http://www.bingocardcreator.com/stats/conversion-rates
I was "sending" great, great traffic with SEO, until recently. The people who joined the free trial were disposed to convert. If I had been earning 25 cents a trial, both the SEO and the software developer would be pretty happy... until October.
What happened in October? Halloween happened. And I did fairly well SEOing for Halloween, and generated a metric truckload of new trial signups and sales... but the traffic is much lower quality than someone coming in for elementary education activities. My consolidated conversion rate took a nosedive, because the conversion rate for people coming from my Halloween sites is below 1%.
If I were paying the Halloween-loving SEO 25 cent CPAs at the moment, I'd be bleeding money and probably have to cut him, since I don't have sufficient insight into his business to realize this is a temporary condition and will rectify itself in another few days (right before it happens again at Thanksgiving... and Christmas... and Valentine's Day...).