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Root-cause analysisExperiment design

From “session ended” to a reason to return.

A focused retention proposal that creates continuity after the first consultation.

AstroLokal original case study visual
PROJECT
AstroLokal
CONTEXT
Product assignment · independent case study

01 / THE PROBLEM

What needed to make more sense?

Users complete their first consultation and continue browsing, but do not book a second session. The brief rules out price changes, discounts, and adding astrologers, so the solution must work within the existing experience.

Browsing signals interest. It does not prove the cause of a missed booking.

02 / DISCOVERY

How I approached it

  • Performed a first-hand walkthrough and documented the post-session flow with screenshots.
  • Developed a root-cause hypothesis around missing continuity and an unclear next question.
  • Reviewed competing experiences and compared alternate explanations for the repeat-consultation gap.

03 / PRODUCT DECISIONS

The proposed direction

  • Add a “Your Session Summary” card with two or three topic tags and an expert-selected return date.
  • Offer a “Remind Me” action that creates a relevant continuation of the previous discussion.
  • Begin with first consultations under five minutes as the proposed initial cohort.
  • Plan instrumentation, build, cohort testing, and a six-week evaluation window.

04 / MEASURES & LIMITS

What success would look like.

D30Second-consultation north star
>15%Proposed reminder-set signal
6 weeksProposed rollout plan

The root cause is a hypothesis, not a causal finding. The source sets reminder engagement above 15% as a positive leading signal and below 5% as a redesign signal. It proposes rollback if Day-7 repeat consultations fall by at least 20% or rating submission drops by more than 30%.

05 / THE TAKEAWAY

The thought I’d carry forward.

Adding a summary can reduce rating submissions by creating another step. A useful retention experiment makes that trade-off explicit and gives users control over reminders.

06 / ALL THE DETAILS

The original work, in full.

The complete research, diagrams, screens, and supporting details are in the original document.

If the document preview is unavailable, use “Open the complete case study” above.

Keep the curiosity going.