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Quizlet · B2C · study flashcards app

Estimate word of mouth from direct, branded-search and social signups per active user

Revealed back-to-school and exam spikes in edtech; no numbers

Workedanalytics-attributionword-of-mouth

What they did

Word-of-mouth coefficient: in a period (week or month), count new users arriving through direct, branded search or social, and divide by returning users plus new users from non-organic channels (paid ads, non-branded search). Track how it moves over time. At Quizlet and edtech clients it drops in summer and holidays, spikes in August-September back-to-school, after holidays and around exams; during COVID it fell off a cliff and then recovered differently by country. Use the spikes to time virality pushes matched to the product's type of word of mouth.

What happened

Guest says it surfaced seasonal windows of higher word of mouth to exploit; no numbers.
43:05
“there's a tool called the word-of-mouth coefficient that allows you to quantify offline word-of-mouth by looking at how many new users are you getting through channels like direct, branded search, or social in any given period.”
Phil Carter
44:42
“one of the things you often see in EdTech is your word-of-mouth coefficient goes way down over the summer and during holidays, which makes sense, because nobody's in school.”
Phil Carter

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