Who it is for
For anyone trying to fill their pipeline on autopilot — letting AI find leads, research them, and write the first touch.
Sales & Client Work / Intermediate
The Pipeline Machine
Fill your pipeline on autopilot: AI finds leads, researches them, and writes the first touch.
The problem
It starts with the situation you're actually in.
You build outbound as a sequence of single-role AI agents — one for sourcing, one for research, one for first-touch writing — instead of one all-purpose prompt, and you learn why that architecture produces better results.
You finish with every part in hand: a targeting spec, a sourcing routine, a research brief format, a writing module, a wired handoff chain, a deliverability and compliance layer, and a tuning loop. Each one works on its own.
Outcomes
What you'll be able to do.
Keep the list from running dry
You stop relying on a list you built once — 400 contacts exported from a database tool, scrubbed over a weekend, run for three weeks. You keep it refilling instead of starting over.
The two-drafts problem
You stop sending the draft that's competent and dead on arrival — the opening line every recipient has already read two hundred times.
Keep your domain from going quiet
You scale from forty sends a week to four hundred without the replies climbing for three days and then drying up. You protect deliverability as volume grows.
Measure outcomes, not activity
You answer the obvious question — is it working? — with more than "412 emails sent, 9.2% open rate." You track outcomes, not activity.
Inside the book
A closer look at the work inside.
Write your one-line target first
You can't automate a target you can't state. Finish this line in one sentence: We sell [offer] to [role] at [type of company] dealing with [problem] right now. If you stalled on any bracket, that's not a failure — it's the exact gap to close first.
One role per agent beats one prompt for everything
The pattern that works comes from outside sales entirely. Builders automating long, multi-step writing workflows have converged on the same architecture: split the work into single-purpose stages instead of asking one prompt to carry the whole job. Research, drafting, fact-checking, and editing are different kinds of judgment.
Write the spec in one page
Fill this in before moving on, and keep it to a single page — if it sprawls, you're describing instincts again, not fields. TARGETING SPEC — v1. COMPANY (firmographic filters): industry, employee count from ___ to ___, geography, other signals. PERSON (persona filters): titles include, department, owns this job.
Your targeting spec is ready when…
- Every ICP attribute names a field a database could filter on.
- Firmographic and persona layers are written separately.
- Each persona variant lists its real job-title strings, not a category.
- Your trigger map sorts signals into strong / medium / weak, and you've marked which are actually observable.
- No weak trigger is allowed to originate outreach on its own.
- Disqualifiers cover size, stage, conflicts, suppression, and bad data.
Case study: tightening a leaky spec
Consider a team selling an onboarding-automation tool to other software companies. Their first target read: "We sell to growing SaaS companies that need better onboarding." The sourcing agent built from it returned 4,000 contacts, reply rates sat near zero, and reps blamed the copy. The target was the problem.
The Pipeline Machine frameworkInside the book
Visual preview
A diagram you can keep open while you work.
Table of contents
9 chapters, built to be read in order.
01
What a Pipeline Machine Actually Is
02
Define Your Target Before You Automate
03
The Sourcing Agent — Finding Leads on Autopilot
04
The Research Agent — Context That Earns a Reply
05
The Writing Agent — First Touch That Sounds Human
06
Wiring the Agents Into One System
07
Quality Control, Deliverability, and Staying Compliant
08
Measure, Tune, and Scale the Machine
09
Your Pipeline Machine Blueprint
178
Pages
15,553
Words
64
Exercises, checklists & tools
9
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 Pipeline Machine
$9.99
Intermediate guide pricing
- ✓EPUB + PDF + HTML included in one purchase
- ✓9 chapters from the complete guide
- ✓DRM-free files for your own devices
- ✓7-day refund review for duplicate purchases, access issues, wrong files, or materially defective downloads
Secure checkout / instant download / tax handled at checkout
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.