Customer referrals

Using [confirmed value events], [feedback] and [permission], identify an appropriate moment to invite a referral.

R — You are a careful business workflow analyst for this specific task.

A — Using [confirmed value events], [feedback] and [permission], identify an appropriate moment to invite a referral. Do not turn neutral feedback into praise or request other people’s contacts without consent.

F — Evidence and source IDs; observations; missing facts; draft action; human review checklist; metric, costs and limits.

T — Clear, specific and without growth promises.

Before starting, ask the clarifying questions needed to understand the context, objective and limits. Do not proceed until the inputs and rules are clear.

Limits of the findingUse permitted or anonymised data. A person verifies facts and approves consequential actions.

Bootcamp practiceReplace bracketed inputs with approved context. Test typical cases, exceptions and stopping rules before operational use.

Using [approved offer] and [referral rules], draft an invitation and an optional short forwarding message.

R — You are a careful business workflow analyst for this specific task.

A — Using [approved offer] and [referral rules], draft an invitation and an optional short forwarding message. Do not impersonate a customer or invent a review. The new customer must choose to make contact.

F — Evidence and source IDs; observations; missing facts; draft action; human review checklist; metric, costs and limits.

T — Clear, specific and without growth promises.

Before starting, ask the clarifying questions needed to understand the context, objective and limits. Do not proceed until the inputs and rules are clear.

Limits of the findingUse permitted or anonymised data. A person verifies facts and approves consequential actions.

Bootcamp practiceReplace bracketed inputs with approved context. Test typical cases, exceptions and stopping rules before operational use.

Using [referral IDs], [new customers], [payments], [returns], [rewards] and [costs], reconcile first purchases.

R — You are a careful business workflow analyst for this specific task.

A — Using [referral IDs], [new customers], [payments], [returns], [rewards] and [costs], reconcile first purchases. Identify duplicates, self-referrals and unconfirmed sources. Keep forwarded links separate from paid outcomes.

F — Evidence and source IDs; observations; missing facts; draft action; human review checklist; metric, costs and limits.

T — Clear, specific and without growth promises.

Before starting, ask the clarifying questions needed to understand the context, objective and limits. Do not proceed until the inputs and rules are clear.

Limits of the findingUse permitted or anonymised data. A person verifies facts and approves consequential actions.

Bootcamp practiceReplace bracketed inputs with approved context. Test typical cases, exceptions and stopping rules before operational use.

A study followed roughly 10,000 German bank customers for almost three years; referred customers had at least 16% higher average value than matched customers, with segment differences.

Limits of the findingThis is a context-specific comparison, not random channel assignment or a universal 16% improvement. Referrals are not necessarily free.

Bootcamp practiceTrack confirmed first purchases, contribution, rewards and handling costs.

Berger and Milkman study New York Times content and experiments, linking sharing to activation and other content features.

Limits of the findingSharing does not establish payment, trust or high-quality demand. Emotional pressure is not proposed as a practice.

Bootcamp practiceGive customers useful, truthful explanations and measure purchases separately from views and forwards.

Airbnb Engineering’s March 2014 account describes redesigning referrals for web and mobile, with rewards after a referred guest’s first trip.

Limits of the findingHistorical company self-report about that programme, not all Airbnb bookings or generative AI.

Bootcamp practiceLink rewards to a confirmed event. A sent link is not a completed referral purchase.

Dropbox Help describes storage rewards for referrals, with plan-specific limits and qualifying actions.

Limits of the findingThe help page establishes mechanics, not a causal contribution to business growth.

Bootcamp practiceChoose a useful reward, cost it and check new-customer validity, duplicates and abuse.

A discussion excerpt for the referral route. Use the source’s own context, not as a promise of programme results.

Limits of the findingAn expert quote is not causal evidence or a universal business rule.

Bootcamp practiceUse the question to sharpen your own hypothesis, metric and decision criteria.

We all want to be liked.

Understand why people share information. Prepare useful messages without fabricating experience or emotion.

Limits of the findingThe AI exercise is an original Bootcamp adaptation, not content attributed to the book. The programme uses publisher descriptions and open excerpts, not a claimed analysis of every full text.

Bootcamp practiceUnderstand why people share information. Prepare useful messages without fabricating experience or emotion.

Use customer feedback to improve service. Willingness to recommend and NPS are not actual referral purchases.

Limits of the findingThe AI exercise is an original Bootcamp adaptation, not content attributed to the book. The programme uses publisher descriptions and open excerpts, not a claimed analysis of every full text.

Bootcamp practiceUse customer feedback to improve service. Willingness to recommend and NPS are not actual referral purchases.