A prediction is just a weighted bet, made faster
Every Monday you pull the numbers, sort the Reds, and route the accounts. Miss a week—travel, a launch, a sick kid—and a drifting customer slips past the window where outreach still works.
Customer & Community / Intermediate
The Retention Machine
Win back lapsed customers and keep the good ones with AI-personalized outreach.
The problem
It starts with the situation you're actually in.
Retention stops being scattered, last-minute discounts and becomes a repeatable machine tied directly to revenue, margin, and company valuation. You'll quantify what a single point of churn costs your business, see where AI genuinely changes the economics versus where it's just hype, and complete a baseline self-assessment that sets your starting point.
Picture the most fragile version of what you've built: a churn model only you know how to retrain, a prompt library saved in your personal notes, a holdout test that runs only because you remember to start it. The machine works—until the Monday you're on vacation, hand off the account, or get pulled onto a launch.
Outcomes
What you'll be able to do.
The Discount Reflex
A customer cancels. Within an hour, an automated email lands in their inbox: "We're sorry to see you go—here's 40% off if you come back.".
The Gap Between Knowing and Doing
You can predict who's about to leave, write a win-back sequence that doesn't beg, and reinforce value for the customers you most want to keep. Run those as three separate projects, though, and you hit the wall that stops most retention programs: the prediction lives in one tool, the messages in another.
The save you can't prove
A retention manager drops a quarterly number into the board deck: "Our win-back program saved 1,840 accounts." The slide gets a nod.
Inside the book
A closer look at the work inside.
Retention readiness scorecard
RETENTION READINESS—BASELINE SCORE. 1. We define churn precisely (voluntary, involuntary, lapsed, dormant) and measure each separately. [1 2 3 4 5] 2. We have a customer health score or leading indicators that flag risk before cancellation. [1 2 3 4 5].
Retention is a financial system, not a marketing favor
Phoenix Strategy Group frames retention for SaaS companies as a finance-aligned discipline—churn prevention tied directly to forecasting and company valuation, not a soft "loyalty" nicety. That reframing changes how you fund and defend the work internally.
Build your scorecard and segment your base
Work through these in order. Lock your four churn definitions and get a number into every blank. Choose your 4–6 signals and confirm you can pull each from a real system this week. Then run the 60-day lookback on 20+ past churners and set your weights from what you find.
The Tuesday That Was Always Coming checklist
- 5–11 — You're flying blind on signals. Steps 1–3 above are your highest-leverage work this week.
- 12–18 — You see some signals but can't yet rank customers cleanly. Finish the health score and the matrix.
- 19–25 — Your watchtower is built. another chapter converts it into a prediction model that runs without you staring at it.
The 60-day lookback that calibrates everything
Here's the exercise that turns guesses into weights. Take your last 20–30 voluntary churners—real ones, already gone—and reconstruct the 60 days before they left. For each, note which signals moved and when. Patterns emerge fast: maybe 80% stopped using one specific feature 5–7 weeks out.
The Retention Machine frameworkInside the book
Visual preview
A diagram you can keep open while you work.
Table of contents
8 chapters, built to be read in order.
01
Retention Is a System, Not a Save
02
Read the Signals Before the Goodbye
03
Predicting Churn Without a Data Science Team
04
Win-Back Campaigns That Don't Beg
05
Keeping the Customers You Can't Afford to Lose
06
Building Your AI Outreach Engine
07
Measure, Govern, and Earn Trust
08
Your Retention Machine, Running Without You
142
Pages
14,711
Words
45
Exercises, checklists & tools
8
Chapters
Formats
Three formats. One purchase.
EPUB, PDF, and HTML are included so the book can work on an e-reader, as a designed copy, or as a searchable desk reference.
EPUB
For e-readers and reading apps.
The designed edition with diagrams and layouts intact.
HTML
Searchable, copy-pasteable, and practical as a reference.
Complete guide
The Retention Machine
$9.99
Intermediate guide pricing
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Before you buy
Questions, answered.
Does this include the full book?
Yes. You get the complete edition, including the chapter sequence and internal materials described on this page.
Which formats are included?
EPUB, PDF, and HTML are included so you can read on an e-reader, keep a designed copy, or use the searchable browser version.
What is the refund policy?
Because this is an instant digital download, broad change-of-mind refunds are not offered after the files have been accessed. Refund requests are reviewed within 7 days for duplicate purchases, accidental purchases before access, access failures we cannot fix, wrong files, corrupted files, or pages that materially misdescribe the book.