liveBook · Manning

Retention

As explained in BDD in Action, Second Edition

A retention metric measures the extent to which users or customers continue returning to or using a product, service, or program.

An airline may see that business travelers are not booking another flight. Retention asks whether acquired customers keep coming back—and what would make a continuing relationship worthwhile. Overall ticket sales can signal a business problem, but repeat bookings show this aspect of progress more directly. section 4.3.1 section 4.4.3

Retention is one of the AARRR, or Pirate, Metrics, alongside acquisition, activation, referral, and return. For a website, useful questions include how many visitors return and how often. For an airline, the question is whether business flyers book again. section 4.4.1 section 4.4.3

From obstacle to retention goal

Business flyers may meet useful contacts in flight but struggle to reconnect afterward. That limits the value of flying again. A proposed goal is for 80% of new business flyers to book again within three months. Possible responses include points earned for highly rated conversations and an app that helps travelers maintain contacts and coordinate later flights. The booking goal measures the desired behavior; the proposed features are ways to encourage it, not the measure itself. section 4.4.3 section 4.4.4

Figure 4.18 A completed Pirate Canvas shows an Epic Landscape, high-level deliverables in the context of the bottlenecks they aim to eliminate.

The completed Pirate Canvas places proposed deliverables beside the bottlenecks they aim to remove, keeping the retention goal connected to its proposed response. section 4.4.4

How BDD in Action, Second Edition covers it

How deep it goes
Defines returning behavior, works through a repeat-booking obstacle and target, and proposes responses without specifying a calculation or implementation.
Examples
Uses returning website visitors and airline business flyers’ repeat bookings, follow-up meetings, points, and a social media app.
What you can do after
Practice/perform identifying a repeat-business obstacle, choosing a return-behavior measure, and relating proposed deliverables to that goal.
How it connects
Connects retention to AARRR metrics, the Pirate Canvas, business goals, and proposed deliverables.

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This explainer was generated by Manning's knowledge graph from the text of BDD in Action, Second Edition. The section links point to the parts of the book it draws on.