Diagnose a growth funnel by isolating the weakest AARRR stage.
Maya owns paid acquisition for a trial product. Monday numbers look good: 1,900 visitors, 310 signups, and only 18 paid upgrades. The VP asks for more ad budget by 3 p.m.; Maya has one hour to prove whether traffic is even the problem. AARRR turns vague growth into a sequence of user behaviors: acquisition, activation, retention, referral, and revenue. The mechanism is constraint finding. If activation is weak, more acquisition only pours people into a broken first experience. If retention is weak, conversion work may create a short-lived spike that disappears next month. A growth hacker uses the funnel to…
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