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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

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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

In their words

Why Your Free Users Are Your Real Growth Engine – Cem Kansu, Duolingo CPO

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Cem KansuAnd that's what we did. I mean, in a way, we provided a free service and we kept a lot of the elements free, but we said, "Hey, actually you can buy a streak repair now and you might have to see an ad at the end of your session."

Cem KansuWe got some complaints. The thing that helped us have clarity was, one, retention was fine. Retention was neutral on most of these experiments. 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 KansuFor example, I realized I did this quantitative analysis in 2016 because we were at this pivotal moment of like, "Do we launch ads or do we not launch ads?" And we looked at, for example, the number of complaints about why we didn't have the finished language on Duolingo was three extra number of people that are complaining about Duolingo having ads.

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Tags: complaints, reviews, decision-making