lecture 6 (1) Flashcards
How does google determine what you pay?
your price = The ad rank of the person below you / your quality score + 0.01
How does google determine what you pay example
Advertiser 1: 10(QS)/16 (ad rank of person blow) + 0,01 = 1.61
Three options for bids
- Cost-per-click (how much you pay when a user clicks on your ad
- Cost-per-mille(CPM)(how much you pay per 1000 ad impressions)
- Cost-per-engagement(CPE)(how much you pay when a user performs a specific action on your ad (signs up for a list, watch a video, etc)
Remark: Search enging maps each of these into a comparable number of the auction
Business problem: seeks answers to the following strategic questions
are brand based SEM ads effective at bringing traffic to my site
Are non-brand based SEM ads effective at generating sales
Are the effects heterogenous across consumers
Are the effects heterogenous across companies
Data driven answers
Randomized control tirals
Shutdown search enginge ads
Evaluate the effects using difference in differences
Brand terms
any queries that include the name of the brand
non brand search terms
queries that do not include the name of the brand
Key differences: users might not know product is available at a advertisers website
main takeaways
ads served via brand search terms are, on average, ineffective at bringing clicks to site
Ads served via non-brand search terms are, on average, do not generate sales
Non-brand search terms might be effective for:
Consumers who do not purchase frequently on site
Consumers who havent purchased in a long time
Results are suggestive of search engine ads being informative