Your AI CFO for Marketing Acquisition

PipelineLens: Know Your True CAC. Know What To Cut. Know Where To Invest Next.

Blended B2B SaaS CAC is up 10% since 2022, and the median company now spends $2 to acquire $1 of new ARR (Userpilot CAC Benchmarks). 75% of companies use multi-touch attribution — but 41% still rely on last-touch, and only 17% actually analyze all channels together (Dataslayer). Meanwhile every ad platform self-reports 60-80% of the credit for the same conversion, so the four dashboards on your desktop don't add up to the truth. PipelineLens is the 239-page, 60-chapter build-to-launch blueprint for an AI-powered marketing-attribution and CAC optimization SaaS that turns fragmented ad, CRM, and revenue data into one true blended CAC number — and tells you exactly where to move your next dollar.

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The CAC Clarity Gap, In Numbers

$2 : $1
spent to acquire $1 of new ARR, median SaaS co. (Userpilot)
+10%
rise in blended B2B SaaS CAC since 2022 (Userpilot)
17%
of companies analyze all channels together (Dataslayer)
60-80%
credit each ad platform self-reports for the same conversion

"PipelineLens doesn't just add up four conflicting dashboards. It calculates one true blended CAC, explains which channel actually earned the credit, and tells you exactly where your next dollar should go."

Grounded in sourced Gartner, Userpilot & Dataslayer research
60 chapters + AI prompt library + worksheets
True Blended CAC formula engine, never guesses
7-day money-back guarantee
The Problem

Your CAC number is probably a lie.

No CMO set out to spend blind. Fragmented ad platforms, a CRM that doesn't talk to billing, and a spreadsheet stitched together at midnight before the board meeting just quietly compound — until nobody in the room agrees on the real number.

Blended B2B SaaS CAC has risen 10% since 2022, and the median company now spends $2 to acquire $1 of new ARR (Userpilot CAC Benchmarks).

75% of companies use multi-touch attribution, yet 41% still rely on last-touch, and only 17% actually analyze all channels together (Dataslayer).

Ad platforms each self-report claiming 60-80% of the credit for the same conversion — add up four dashboards and you get triple-counted credit, not the truth (Dataslayer).

59% of CMOs say they don't have enough budget to execute their 2025 strategy (Gartner 2025 CMO Spend Survey) — yet nobody can say with confidence which channel to cut to free up the budget they already have.

There's a gap between a $600-$1,400/mo enterprise attribution platform and a spreadsheet full of guesses. PipelineLens is built for the gap.
The Solution

Meet PipelineLens

An AI-powered CAC clarity engine — not another dashboard that adds up channels that don't add up. Connect your ad accounts, CRM, and billing data, and PipelineLens runs the full chain: DATA → ATTRIBUTION → CAC ANALYSIS → AI INSIGHTS → BUDGET RECOMMENDATIONS → REVENUE IMPROVEMENT — one true blended CAC number, and exactly where to move your next dollar.

  • The True Blended CAC formula engine — one honest number, not four conflicting platform dashboards
  • A 10-model Attribution Engine, plus AI logic that recommends the best-fit model for your business
  • The AI Attribution Copilot — a chat interface that explains the "why" behind every number
  • The AI Budget Reallocation Engine — increase, maintain, test, reduce, or pause, channel by channel
  • A complete data model + 20-screen UX spec, ready to hand to an engineering team
  • A full technology architecture with a security, privacy & SOC 2 roadmap built in from day one

Positioned as an AI CFO for marketing acquisition, never as:

Not a last-touch Google/Meta dashboard pretending to be attribution · Not a $600-$1,400/mo enterprise tool priced for teams with a dedicated RevOps hire · Not a one-time report that goes stale next quarter · Not a black box — every recommendation ships with the model and data behind it.

239
pages, 60 chapters
8
production AI prompts + full toolkit
What's Included

The entire business, on paper

60 chapters plus 14 appendices — mirroring the ebook's actual table of contents, from market research to an investor-ready pitch deck. You're buying the blueprint that teaches you to build PipelineLens; this is not access to the SaaS product itself.

The Opportunity & Research

Ch. 1-6 — Why CAC is rising with sourced market data, the attribution problem, the spreadsheet problem, the budget allocation problem, and a full competitive analysis of 17 competitors including HubSpot, Salesforce, Dreamdata, HockeyStack & Factors.ai.

Product & AI Engine

Ch. 7-16 — 5 detailed ICPs, positioning, the executive dashboard, the True Blended CAC engine, CAC segmentation, the 10-model Attribution Engine, the AI Attribution Copilot, and the AI Budget Reallocation Engine.

Technical Blueprint

Ch. 17-26 — Data integrations, OAuth & data sync, the complete data model, a 20-screen UX spec, onboarding, the MVP scope, full technology architecture, and a security, privacy & SOC 2 roadmap.

Business & Financial Model

Ch. 27-34 — The 4-tier pricing model, unit economics, a 5-year financial model across 3 scenarios, the go-to-market strategy, free-tools acquisition, product-led growth, and the B2B sales process.

Build & Go-To-Market

Ch. 35-46 — The full marketing funnel, a 15-minute demo script, customer success & retention, the AI alert system, persona-level reporting, the KPI framework, the 24-month roadmap, and team & funding strategy.

Launch Toolkit & Appendices

Ch. 47-60 & Appendices A-N — The moat, 5 illustrative case studies, MVP database & API spec, the 8-prompt AI library, a 30-day launch plan, a 15-slide investor pitch deck, the Founder Playbook, and 14 appendices of worksheets, checklists, email sequences, a glossary & FAQ.

Who This Is For

Built for the person who has to answer "where next dollar?"

PipelineLens's blueprint is written for a founder building a B2B SaaS business, and it stays grounded in the actual seed-to-Series-B customers that product would serve.

Primary Reader

Seed-to-Series-B SaaS Founders

Someone seriously considering building a B2B martech/attribution SaaS and wanting a complete, realistic operating plan instead of a generic startup guide.

VP/Head of Marketing & Head of Growth

Marketing leaders who need to defend budget with evidence, not guesses — and want a fully worked example of the attribution and CAC methodology behind it.

CFOs & RevOps Leaders

Finance and RevOps operators who want a rigorous, source-cited reference for how a true blended CAC number and a budget-reallocation engine should actually work.

Investors & Advisors

Anyone evaluating a martech/attribution pitch who wants an honestly-modeled reference, including a 5-year financial model across 3 scenarios and a full risk register.

Before / After

From "our CAC numbers don't agree" to a real operating plan

Before PipelineLens

  • Four ad platforms each claim credit for the same conversion, and nobody can say which one is actually right.
  • No idea how to price against Dreamdata's ~$599/mo or HockeyStack's ~$1,399/mo attribution platforms.
  • No way to say a channel is "underperforming" without it sounding like a guess.
  • Unsourced CAC stats copy-pasted from a market brief, with no evidence behind them.
  • No investor pitch, no financial model, no plan to actually build the product.

After PipelineLens

  • A complete, priced, modeled business plan for an AI-powered CAC clarity engine, with a named product and positioning.
  • A published, 4-tier pricing model checked against Dreamdata, HockeyStack, Factors.ai & HubSpot Marketing Hub.
  • The full 10-model Attribution Engine and AI-recommended model logic, so every recommendation ships with defensible evidence.
  • Every market statistic labeled with its source — Gartner, Userpilot, Dataslayer, Aleph × Benchmarkit — in a dedicated reference appendix.
  • A 15-slide investor pitch deck, a 5-year financial model, and a 10-step founder execution checklist, ready to execute.
Pricing

Everything above, for one low one-time price

The Complete Blueprint (239 pages, 60 chapters)$79 value
AI Prompt Library (8 production prompts)$49 value
5-Year Financial Model (3 scenarios)$39 value
Worksheets & Checklists (14 appendices)$29 value
Total Value$196
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PipelineLens: The AI CAC Attribution Blueprint

$12.99$79

One-time payment · Instant PDF + DOCX download · 239 pages

Get Instant Access — $12.99
Backed by a 7-day money-back guarantee

This is a one-time ebook purchase, not a subscription. Chapter 27 inside covers the recommended product's own 4-tier subscription pricing for PipelineLens the app.

Bonus Resources

Five extras included at no extra cost

Bonus 1

8-Prompt AI Library

Bonus 2

Worksheets & Checklists

Bonus 3

15-Slide Investor Pitch Deck

Bonus 4

10-Step Founder Checklist

Bonus 5

CAC & Attribution Formula Sheet

Reviews

Just launched — reviews coming soon

PipelineLens is a brand-new release. We're not fabricating reviews — here's honest placeholder space until real readers weigh in.

Awaiting first reader review.

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FAQ

Questions, answered plainly

PipelineLens is the name of the product designed inside this blueprint. You're buying the 239-page ebook that teaches you how to build, price, launch, and scale a product like it — not a subscription to a live app.
No. This is a business and product blueprint, not a coding tutorial. It gives you the full data model, API spec, and technology architecture to brief an engineer or a technical co-founder — you don't need to write the code yourself to get value from the plan.
Chapter 51's Concierge MVP and Chapter 50's Customer Validation chapter are built for exactly this stage — a manual, low-cost way to prove the CAC-clarity value proposition with a handful of design partners before you build anything.
Both. You get instant access to the complete 239-page PDF and an editable DOCX version, delivered immediately after checkout.
No. Nothing in this book is a guarantee of any business outcome. It's a complete, realistic operating plan and research base — market statistics and financial projections are clearly labeled as sourced or as assumptions throughout, including an honest 5-year model across three scenarios.
No. Chapter 24 lays out a lean MVP scope, and Chapter 45 lays out a genuinely viable team & funding strategy — outside capital is treated as optional acceleration, not a requirement.
You're covered by a 7-day money-back guarantee. Email sales@viralbydesign.co within 7 days of purchase for a full refund.
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7-Day Money-Back Guarantee

If the file you receive is genuinely defective or doesn't match this description, request a refund within 7 days of purchase — email sales@viralbydesign.co. Because this is launch-priced digital delivery, please review the full details on our refund policy page before buying.

Stop guessing where your next marketing dollar should go.

Get the complete PipelineLens blueprint — the research, the AI attribution engine, the pricing model, and the launch plan — for one low one-time price.

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