CoreCMO

The Playbook · v1.8


Marketing infrastructure for AI-native B2B SaaS

Read in any order. Open whichever module matches what you're shipping this week. Every module is open and free. The whole playbook is written to be useful before you have a Brief, sharper once you do.

FIRST TIME HERE?

The sections below are the library. The starting point is your Operator Brief — the populated document that grounds every prompt and agent in the system. Fill it once, then every module reads from your real values. Open your Operator Brief →

THE MACRO RESET — THE INVISIBLE BUYER JOURNEY

Most of the playbook below was written for a world where the buyer's research path ran through your website. In 2026, that world is going.

The data the senior operators cite: 73% of B2B buyers now use LLMs to conduct their research (Loganix, 2025). 75% complete the full buyer journey before they ever contact a brand (Gartner CSO research, 2025). Among IT leaders, advanced AI adoption is up 700% year over year, with 64% at "advanced or leading-edge" levels. Organic web traffic to vendor sites is down across the board — HubSpot is the most public example, but the pattern is industry-wide.

What this means for the marketing function: the buyer is shortlisting vendors before vendors know they're being evaluated. The decision happens in conversations with AI tools, in founder DMs, on curated peer-network platforms, in podcast recommendations, in analyst reports, in the comparison threads that surface in ChatGPT and Perplexity. Then the qualified buyer arrives at your site already "solution aware" — usually for a demo, not for research. Your owned content has to win the LLM citation game first, the human-eyeball game second.

Every section below is true in itself. But read them through this lens: the function's job is no longer to drive buyers to your site. It's to be the brand the AI shortlists, the brand the founder DMs about, the brand the analyst cites, and the brand the customer story flows from. The new AI Operating Model and the AI-era PR depth in PR & Comms are the sections that name the shift directly. The rest of the playbook earns its keep when you read it as the operating discipline that makes the new buyer journey win, not the old one.

Source attribution: Loganix 2025 B2B Buyer Behavior Study; Gartner CSO 2024–2025 research on B2B buying behavior; G2 March 2026 B2B Buyer Survey.

The natural groupings: the first ten sections — TAM/SAM, ICP, Personas, Right-to-Win, Competitive Intel, Pricing, Win/Loss, Brand, Best-in-Class, and AI Operating Model — set the strategic foundation. The middle eight sections — Content, Demand, Lifecycle, ABM, Comms, Reviews, Customer Marketing, and PR — are channels and execution. The final six sections — KPIs, Budget, MMM, Org Design, Customer Lifecycle, and Executive Comms — are measurement, budget, ops, and executive influence.

Strategic Foundation

Strategic Foundation

The market math. The customer math. The competitive math. The pricing math. The brand math. And the operating discipline that makes the AI layer compound rather than amplify weakness.

Module 01

TAM, SAM & Market Sizing

Does the market exist? Is it big enough to underwrite the revenue plan? Top-down + bottom-up TAM, SAM filters, SOM math, CFO defense memo. The model the board can audit.

5 prompts · 1 agent

Module 02

ICP & Audience

Who you sell to. Vertical scorecard, buying committee structure, easy-wins methodology, the 8-step ICP construction, beachhead market entry.

6 prompts · 2 agents

Module 03

Buyer Personas & Propensity

One persona per buying-committee role. Seven dimensions per persona — goals, priorities, challenges, objections, metrics, watering holes, trigger events — plus the propensity-to-buy signal layer.

5 prompts · 1 agent

Module 04

Right-to-Win

The empirical truth about where you win consistently. 3-intersection framework, two-signals method, the statement shape, the agent that watches drift weekly.

5 prompts · 1 agent

Module 05

Competitive Intelligence

Proactive competitive intel. The Market Intelligence Agent crawls competitor sites, hiring pages, and changelogs weekly — so Sales never finds out from a buyer first.

5 prompts · 1 agent

Module 06

Pricing & Packaging

Pricing is a strategic lever, not a finance function. Value-based philosophy, tier architecture, value-metric selection, discount policy, competitive position.

6 prompts · 1 agent

Module 07

Win/Loss Analysis

The most direct feedback loop in marketing. Structured win interviews + loss interviews + quarterly thematic synthesis.

5 prompts · 1 agent

Module 08

Brand & Positioning

Brand work is the highest-leverage discipline in B2B SaaS. The same conviction-pillars-voice block onboards every AI agent in your stack.

6 prompts · 1 agent

Module 09

Best-in-Class Assessment

Score yourself harder than your board would. The quarterly self-audit + the six traps that end CMO tenures.

3 prompts · judgment-heavy

Module 10

AI Operating Model

The operating discipline every other area of the playbook assumes. 3-layer LLM ops, the Marketing Agent Org Chart, buy-vs-build matrix, governance.

4 prompts · 3 canonical agents

Channels & Execution

Channels & Execution

The sections that turn the strategic foundation into pipeline.

Module 11

Content & SEO

Topic clusters, on-page SEO, the comparison-content pattern, FAQ content production. Where the content engine actually compounds.

6 prompts · 1 agent

Module 26

AEO & GEO

Answer Engine + Generative Engine Optimization. The dedicated home for the operating thesis: SEO/AEO/GEO triad, llms.txt, robots.txt, cross-surface positioning enforcement.

4 prompts · 1 agent

Module 12

Email & Lifecycle

MQL nurture, lifecycle programs, the email-deliverability discipline, the newsletter cadence.

5 prompts · 1 agent

Module 13

LinkedIn & Social

Founder LinkedIn, exec voices, company-page cadence, the comment strategy. The single highest-leverage B2B channel.

5 prompts · 1 agent

Module 14

Paid Media

Channel mix by ACV, target CPL calibrated to the business, paid search vs. paid social, retargeting discipline.

3 prompts · 1 agent

Module 15

ABM

Tier-1 selection, intent-data sources, 1:1 playbook for the top 20.

3 prompts · 1 agent

Module 16

Events

Tier-1 flagship through Tier-4 webinars. Event lifecycle from T-12 months to T+30 days.

5 prompts · 1 agent

Module 17

Reviews & Social Proof

G2, Capterra, peer review sites, the 92%-of-buyers-read-reviews stat. Cadence, response discipline, and Buyer Intent integration.

3 prompts · 1 agent

Module 18

Customer Marketing

Tier-1 Champions, case-study cadence, expansion playbooks, the community that builds itself.

3 prompts · 1 agent

Module 19

PR & Comms

Earned media for the AI era. The shift from press releases to LLM-citation framing. The CFO defense for the PR line in the budget.

3 prompts · 1 agent

Measurement, Influence & Alignment

Measurement, Influence & Alignment

The six disciplines that keep everything else honest — including the cross-functional alignment that makes a marketing leader an operator.