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This is pretty interesting study at Ebay.

https://www.nber.org/system/files/working_papers/w20171/w201...

They tested the counterintuitive claims by performance marketers that 'brand' keywords (containing Ebay) had the highest ROI. They did an experiment and found that, contrary to attribution model, these Ebay keywords resulted in ZERO incremental sales, although they were clicked on by many people that purchased.

This resulted in cut of Ebay marketing budged by $100 mn.

There is now a big literature in economics looking at experiments and natural experiments, generally finding much smaller sales impact of advertising than claimed by industry participants, and genearlly -ive ROI.

https://www.nber.org/system/files/working_papers/w20171/w201...

This Freakonomics episode is a nice overview.

https://freakonomics.com/podcast/advertising-part-2/



Obviously 'brand keywords' has the highest apparent ROI. It is users already looking for your site that click those. It is probably some internal bonus scam that fuel such nonsense - a industry wide marketing department conspiracy.


Yeah, I remember this one. Worked in top 10 brand performance marketing team as analyst/data scientist and brought this up to our marketing director.

I have never been shot down so quickly in my career. Very toxic environment to work in.




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