How to Run Your First Marketing Holdout Test
Attribution shows what preceded revenue; only a holdout test proves what caused it. The five-step, no-statistician framework for running your first one.
September 18, 2026Read more →
Fractional CMO & AI Marketing Insights
Insights &
Ideas
Practical strategies for integrating AI into your marketing, scaling with fractional leadership, and driving sustainable growth.
How Much Should a $10M–$50M Company Spend on Marketing?
Percent-of-revenue benchmarks are guesswork dressed as data — here’s the method for pricing a marketing budget from your own pipeline math instead.
September 17, 2026Read more →
What Google Actually Says About llms.txt (and Why We Publish One Anyway)
Google gives llms.txt no ranking role, and no major AI assistant has adopted it either — the honest case for publishing one anyway, and where the real effort belongs.
September 16, 2026Read more →
Interim CMO vs. Fractional CMO: Backfilling a Seat Is Not the Same as Building a Plan
Interim and fractional CMOs solve different problems — one preserves a working plan, the other rebuilds a broken one. Here’s how to tell which you need.
September 15, 2026Read more →
Before an AI Agent Touches Your Marketing: Permissions, Review, Rollback
AI agents don’t need smarter prompts — they need a written permissions boundary, review queue, and rollback path before they touch production marketing.
September 14, 2026Read more →
Multi-Location SEO: One Brand on Every Map
Local rankings diverge because the underlying assets diverge — the fix is a per-location standard, enforced like any operations checklist, not a trick.
September 11, 2026Read more →
Does a Fractional CMO Actually Work for a Multi-Location Consumer Brand?
Multi-location consumer brands have a consistency problem, not an execution problem — exactly the system-design work a fractional CMO does part-time.
September 10, 2026Read more →
The Marketing Report Your Board Actually Reads
Boards don’t ignore marketing because the numbers are bad — they ignore it because nothing on the page is something a board can actually govern or decide.
September 9, 2026Read more →
How to Audit Your Marketing Agency’s Report: 7 Questions That Connect Claims to Revenue
Your agency’s monthly report was written by the party it evaluates. Seven questions, no marketing expertise required, that trace every claimed win back to your own CRM and bank account.
September 8, 2026Read more →
Marketing Attribution for Mid-Market Companies: What to Keep, Cut, or Test
Attribution is not a truth machine — it’s a decision-support tool. The honest model comparison, the four places every report lies, and the keep/cut/test framework that runs on tools you already own.
September 7, 2026Read more →
Why Leads Go Missing From Your CRM (and What It Costs)
The most expensive leads are the ones you never see. Lead leakage is a plumbing failure — five specific leaks, a one-day audit to measure yours, and the architecture that stops it.
September 4, 2026Read more →
Part-Time, Outsourced, Virtual CMO: Three Labels, One Job
Part-time CMO, outsourced CMO, and virtual CMO are the same job wearing different name tags. What actually differs between candidates is decision authority — here’s how to define it before you shop.
September 3, 2026Read more →
The Marketing–Sales Handoff: Where Good Leads Go to Die
Sales says the leads are junk; marketing says sales never works them. Alignment is a contract problem — a signed lead definition, a pickup SLA, and mandatory dispositions.
September 2, 2026Read more →
Speed to Lead: The Cheapest Revenue Lever You’re Not Pulling
You already paid for the lead. Speed to lead is a systems property — routing, single ownership, a visible clock — not a hustle property. How to measure yours and fix it without hiring.
September 1, 2026Read more →
Do You Actually Need an AI Marketing Consultant?
Most companies shopping for an AI marketing consultant are buying theater. What a real engagement produces, how to evaluate one, and when the answer is not yet.
August 31, 2026Read more →
Media Failure or Handling Failure? What Happens to a Dealership Lead After It Arrives
Cost per lead looks fine; cost per sale doesn’t. How to tell a media failure from a handling failure before you cut the wrong dealership ad budget.
August 17, 2026Read more →
Why GA4, Your CRM, and Your Vendor Reports Never Agree
Three systems, three numbers, one store. Here’s which report to trust for which question — and how to tell a measurement artifact from an operational failure before you cut the wrong budget.
July 25, 2026Read more →
Getting Your Dealership Named in AI Search
When a local shopper asks ChatGPT, Gemini, or Claude where to buy, is your dealership named? What actually decides it — and how to get ahead before it’s the fire.
July 21, 2026Read more →
Where Should a Dealership Invest Its Ad Budget?
There’s no universal best channel for a dealership. Give each one a job, a leading indicator, and a named measurement risk — then fund the ones that earn the sold VIN.
July 19, 2026Read more →
Automotive Marketing Attribution: From Click to Sold VIN
Trace a dealership sale from first click to sold VIN: the four measurement layers, how to connect CRM and DMS outcomes without letting definitions drift — and why attribution describes credit while only experiments prove cause.
July 17, 2026Read more →
How Much Should a Dealership Spend on Marketing?
The right dealership marketing budget isn’t an industry percentage — it’s built from your own unit goals, contribution gross, and cost per incremental sale. Here’s the method.
July 15, 2026Read more →
A $20M Company Rarely Has a Marketing Problem
A mid-market company with good agencies, sharp hires, and full tools can still stall. The real gap is rarely tactics — it’s a missing marketing-leadership seat.
July 3, 2026Read more →
The Tells You’ve Outgrown “Whoever’s Running Marketing”
Campaigns run, the website exists, and something ships weekly — yet you’re still the de facto CMO. The tells you’ve outgrown whoever’s running marketing.
June 26, 2026Read more →
How Much Does a Fractional CMO Cost in 2026? An Honest Breakdown
Fractional CMO cost, published without the hedging: real pricing models, what drives the number, and the exact tiers you can measure any quote against.
June 19, 2026Read more →
A Court Just Ruled Google Owns What Its AI Says. Do You Know What AI Is Saying About You?
A German court held Google liable for false AI Overviews that called two real companies a scam. Here’s what the ruling means for how AI describes your brand — and what to do about it.
June 12, 2026Read more →
Marketing Metrics That Predict Revenue (and the Vanity Metrics That Don’t)
The five numbers a CEO should watch to know if marketing will produce revenue next quarter — and the vanity metrics that describe activity but predict nothing.
June 12, 2026Read more →
The 90-Day Marketing Roadmap a Fractional CMO Actually Builds
Fractional CMO first 90 days: the phase-by-phase roadmap that ships a working revenue plan, not a strategy deck — and what the CEO should see at each gate.
June 6, 2026Read more →
Fractional CMO vs. Agency vs. Full-Time CMO: Which Does a $10M+ Company Actually Need?
Fractional CMO, agency, or full-time CMO — which does a $10M+ company need? Your choice depends on the gap you’re closing: execution, leadership, or scale.
May 30, 2026Read more →
What Is a Fractional CMO? (And What One Actually Does All Week)
A fractional CMO is a senior marketing executive who leads your marketing part-time — owning strategy, the team, and results for a fraction of a CMO’s cost.
May 23, 2026Read more →
Hiring a Fractional CMO: The Complete Guide for $10M+ Companies
Fractional CMO hiring guide for $10M+ companies: what the role does, how it differs from an agency or full-time hire, what it costs, and when it fits.
May 16, 2026Read more →
AI Theater vs. AI That Moves Pipeline: The Three-Layer Difference
Tabs open, tools subscribed, content shipping faster — and pipeline unchanged. The three-layer difference between AI theater and AI that produces results.
May 9, 2026Read more →
When AI Adoption Needs Marketing Leadership (and When It Doesn’t)
The four tells that AI adoption has outrun leadership, what that leadership function actually owns, and an honest look at director, CMO, and fractional paths.
May 2, 2026Read more →
Is AI Actually Paying Off? How to Measure AI’s Impact on Your Marketing
Three levels of AI marketing measurement — efficiency, quality, and business impact — plus the vanity metrics to skip and the monthly review that keeps it honest.
April 26, 2026Read more →
The Mid-Market AI Marketing Stack, Ranked by ROI
Four stack layers ranked by actual return — frontier assistants, built-in AI, workflow glue, and point tools — and the evaluation rule that kills shelfware.
April 19, 2026Read more →
Brand Voice, Fact-Checking, and the AI Slop Problem: The Governance Layer Your Marketing AI Needs
Voice drift, fabricated statistics, and volume without judgment — the three AI content failure modes, and the lightweight governance layer that prevents them.
April 12, 2026Read more →
You Don’t Need an AI Hire: Upskilling the Marketing Team You Already Have
Why hiring an AI specialist usually misfires at mid-market scale — and the patterns, prompt libraries, and practice your existing marketing team actually needs.
April 5, 2026Read more →
What to Automate First: Ranking AI Marketing Use Cases by ROI, Not Novelty
A prioritization scorecard for AI marketing use cases — impact, quality risk, setup effort, and dependencies — and why the boring workflows usually win.
March 22, 2026Read more →
Where AI Actually Fits in the Marketing Workflows You Already Run
The three marketing workflow families where AI integration pays first — content ops, nurture, and reporting — and the human quality gate that makes it work.
March 15, 2026Read more →
AI Integration for Mid-Market Marketing Teams: The Complete Guide
How $10M+ B2B companies integrate AI into existing marketing workflows, teams, and measurement — a three-layer framework for getting past tool adoption.
March 9, 2026Read more →
The AI Research Phase: What Happens Before B2B Buyers Ever Find Your Website
B2B buyers now research categories in ChatGPT and Perplexity before reaching your website. What the AI research phase is and how mid-market companies get visible.
March 2, 2026Read more →
Measuring AI Visibility: How to Track Whether AI Recommends Your Company
How to measure AI visibility: track AI citations, share of AI voice, and AI referral traffic — connect it to pipeline, and report it to a board each quarter without a vanity number.
February 23, 2026Read more →
Is Your Marketing Team AI-Ready? A Practical Diagnostic Framework
A practical AI readiness framework for B2B marketing teams: five dimensions — strategy, workflows, skills, data, governance — plus a quick self-assessment.
February 16, 2026Read more →
Authority & Trust: Why AI Cites Some B2B Sources and Ignores Others
Why AI cites some B2B companies and ignores others — how E-E-A-T, earned media, named authors, and consistent brand facts build authority AI trusts.
February 9, 2026Read more →
The Content Structure That Gets Your B2B Pages Cited by AI Search
How to structure B2B content for AI citations: answer-first sections, question-led headings, cited data, and FAQ schema that AI search can extract.
February 2, 2026Read more →
Entities Over Keywords: How to Make Your Company Legible to AI Search
AI search reasons about entities, not keywords. How B2B companies use schema markup, consistent positioning, and sameAs links to become legible to AI search.
January 27, 2026Read more →
AI Search vs. Traditional SEO: What Actually Changes for B2B (and What Doesn’t)
AI search vs. traditional SEO for B2B: what carries over (technical health, authority), what’s new (extraction, entity clarity), and where budget should go.
January 20, 2026Read more →
How AI Assistants Decide Which B2B Vendors to Recommend
How AI assistants like ChatGPT choose which B2B vendors to recommend — the citation, corroboration, and entity-consistency signals that decide who gets cited.
January 13, 2026Read more →
AI Search Readiness for B2B: How to Get Found and Cited by ChatGPT, Gemini, and Claude
How B2B companies get found and cited by ChatGPT, Gemini, and Claude — five pillars of AI search readiness, from crawl access and schema to authority, reviews, and the page that converts the citation.
January 6, 2026Read more →