Quizlet · B2C · study flashcards app
Map the few user actions and loops that drive growth, then model them
Guest says it made growth more systematic; no numbers
Workedanalytics-attributionteam-process
What they did
Talk to customers and dig through analytics with the data team to find what really drives growth: at Quizlet, six key user actions and four core growth loops, with SEO the most important. Build the simplest model that captures them (a 'minimum viable model'): ~100 variables covering acquisition, retention and monetization assumptions, split by students vs teachers and a few other segments. Keep a one-image blueprint of the actions and loops for company-wide alignment. Start US-only, then replicate per market by passing a country code into a Python script to compare growth across regions.
What happened
Guest says it let Quizlet drive user and revenue growth more systematically and identify the biggest leverage points; no numbers.
- Stage
- Growth (growth stage (Series B/C))
In their words
Sub Club by RevenueCat · The Subscription Value Loop: A Formula for Growth – Phil Carter, Elemental Growth“And it turned out that there were six key actions and four core growth loops, SEO being the most important one that was driving a lot of the growth. And so then based on that information, we built a quantitative growth model around it.”
“so you could literally put a country code into a Python script and replicate the whole thing for a target market in Europe or South America or Asia.”
Related topics
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More from Quizlet
All 13 Quizlet tactics- Ask a few quick questions about why when people cancelFound a third of 'no longer need' churners were just done with one test
- Hire a banker to run a buyout so the founders keep buildingSold to Quizlet; revenue roughly doubled during the process
- Add a monthly plan for students who start partway through the school yearKept after testing; no numbers given
- Give lapsed users a new free trial if they left a year ago and are active againSome success in several tests; no numbers
- Win back lapsed students with content from classmates in their own courses
More from this episode
- Quizlet: Have core product own retention and growth product own onboarding and monetizationResonated with the team and executives; no numbers
- Quizlet: Let students' and teachers' flashcards rank in Google for long-tail searchesMost important of four growth loops; low-cost acquisition
- Quizlet: Stay free for years, then add a low-priced subscriptionBuilt a teacher-student network effect; guest says rivals that monetized faster failed
- Quizlet: Copy Blinkist's honest free-trial screen that explains exactly how the trial worksGuest says a big lift in subscriber conversion and revenue; no numbers
- Quizlet: Buy a homework-help product to cover a need users already hadMoved the app into homework help; no numbers
- Quizlet: Let new users use the app during onboarding instead of describing it
- Matter: Add a feature that turns podcasts into readable transcriptsSubscriber conversion almost doubled
- Matter: Show the paywall more often and earlier, and improve its copy and imagesPaywall views more than doubled; ~30% more users subscribed
- uDocz: Survey what students would pay, then drop the Pro tier and cut the yearly price+12% subscriber conversion, +10% net subscription revenue, better margins
- Show the paywall once in the first session, then again when free uses run outGuest's go-to pattern across clients; no numbers
- Offer a discount to users who haven't paid by the time 90% of subscribers usually haveGuest calls it very effective; no numbers
- Quizlet: Estimate word of mouth from direct, branded-search and social signups per active userRevealed back-to-school and exam spikes in edtech; no numbers
- Superhuman: Ask users how disappointed they'd be without the app, then build for the fansGot past the 40% product-market fit line quickly (founder's blog post)
- Elevate: Run sales and discount promotions once someone can own themCohost calls it a huge unlock; no numbers