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Duolingo · B2C · language learning app

Count ad complaints per million users and compare them to other complaints

Missing-course complaints were 3x ad complaints; ads launched

Workedanalytics-attributioncustomer-support

What they did

Before deciding to launch ads in 2016, quantified complaints and negative reviews about ads per million DAU and compared them to complaints about other topics (e.g. a missing language course), alongside neutral retention in A/B tests.

What happened

Complaints about a missing course were about 3x ad complaints, which gave confidence to launch ads.
Stage
2016
“And when you looked at our community's complaint volume, if you quantify that, for example, per a million DAUs, how many ad complaints are there or add negative reviews, however you want to count that, versus other topics?”
Cem Kansu

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