I Spent Two Hours Inside a Company’s Marketing. Here’s What I Found.

I recently spent two hours on calls with a company’s leadership and their in-house marketing talent, plus time researching their digital footprint on my own. Good company. Smart people. Their paid search manager had built a genuinely impressive AdWords system – credit where it’s due.

And yet, by the end of those two hours, I had a full page of gaps.

That’s not a knock on them. It’s the pattern I see in almost every business: capable people doing capable work inside a system nobody has stepped back to look at as a whole. So I’m sharing the (anonymized) findings here, because there’s a good chance your business has the same holes – and the same opportunities.

The first thing I look at is online exposure and PR – how visible the brand is across the places customers actually look. This company had gaps, and here’s the part that matters: some of those gaps had no clear explanation. Nobody knew why they existed.

That’s a stop sign. Unexplained exposure gaps need to be firmed up before you spend more on advertising, because every ad dollar you spend drives people toward a presence that’s leaking credibility. Fix the foundation, then amplify it.

Google Search Console and GA4 both needed work. This is boring, unglamorous, and absolutely critical – especially after a website migration, where tracking history and search equity routinely get mangled in the move. If your business has launched a new site in the last couple of years, there’s a real chance your analytics never fully recovered, and you’re making decisions on broken data without knowing it.

When I asked where leads and revenue were actually coming from, there was no unified answer. The fix is establishing a baseline across all attribution sources:

• CPL (Cost Per Lead) – what you pay for a raw lead, by channel
• CPA (Cost Per Acquisition) – what you pay for an actual customer
• LTV (Lifetime Value) – what that customer is worth over the relationship, which matters enormously in B2B, where one account can justify months of marketing spend

Without these three numbers, you can’t say which channel deserves more budget and which deserves none. Every allocation decision is a guess.

Leadership was excited about growing their B2B side – and they should be. But enthusiasm isn’t a strategy. A division you want to grow needs its own plan: its own positioning, its own funnel, its own numbers. One of the most valuable things an outside CMO does is take “we’d really like to grow this” and turn it into an actual roadmap.

This finding deserves its own breakdown, because it showed up in three places.

In paid search. Their AdWords manager runs a strong system. But when I asked how he was using AI to measure performance and identify holes that could be hiding in the account, the honest answer was: he hasn’t had time. He carries a heavy workload – I get it, and that’s exactly the point. The fix isn’t asking a maxed-out person to learn new tools. It’s having someone run the AI-powered analysis for him, so he can spend ten minutes reading findings and applying his expertise instead of hours digging for them. AI should compress an expert’s time, not compete with it.

In SEO and LLM visibility. Search is changing – people increasingly ask ChatGPT, Perplexity, and Google’s AI results instead of scrolling traditional listings. That means your content’s structure matters in a new way. This company’s content likely needs to be rebuilt structurally and then tested in LLM tracking to see how AI engines respond to it. (One more flag from this audit: be careful committing to a website platform before confirming it can support that kind of structural work. Some popular builders are more limited than they look. Research that before you’re too deep in.)

As a monitoring assistant. The most underused AI play for most businesses: an AI marketing assistant that continuously tracks what your site is doing, flags flaws, and feeds you a weekly report. The difference is direction. Instead of your team reviewing dashboards and diving into data – only to discover everything was fine and the review was wasted time – the system tells you what needs attention. You act instead of audit.

This was the most telling finding of all. In two hours of detailed marketing discussion with smart, engaged people, nobody brought up KPIs or ROI. Not once.

Here’s how I frame both for clients:

KPIs – define what we’re doing and what we want to achieve, then track the results of that task against a timeframe. Example: we build out FAQs and blog content as the SEO core of the website so LLMs start citing the company – and we stand up reporting that tracks whether that recognition is actually happening. A task without a tracked outcome and a deadline is just activity.

ROI – and I define this as the Results of Investment, not just the return. Knowing what you spend matters, but the real discipline is tracking the result of every dollar and adjusting campaigns based on it. Return tells you a score; results tell you what to change.

If your team can talk about marketing for two hours without these words coming up, that’s not a personnel problem – it’s a leadership gap. Someone has to be in the room whose job is asking, “What is this supposed to achieve, and is it achieving it?”

Nothing I found in this audit came from incompetence. It came from the absence of someone whose entire job is the big picture – connecting exposure, tracking, attribution, AI leverage, and accountability into one system. The in-house team was strong. The system around them had holes.

That’s the gap a Fractional CMO fills: not replacing your people, but seeing what their workload doesn’t let them see – and handing them the findings so their expertise goes further.

A real audit looks at the whole system: brand exposure and PR, analytics and tracking health (GA4, Search Console), attribution and unit economics (CPL, CPA, LTV), channel performance, AI utilization, and whether KPIs and ROI are actually being tracked – not just one channel in isolation.

In most businesses, an experienced CMO finds material gaps within a couple of hours of conversation and independent research. The fixes take longer; the diagnosis rarely does.

If you’ve redesigned or migrated your website since then – almost certainly. Migrations are the most common point where tracking quietly breaks, and many businesses run on flawed data for years afterward.

LLMs like ChatGPT and Google’s AI results pull from content differently than traditional crawlers. Clear structure, direct answers, and well-organized FAQs make your business citable. Unstructured content gets skipped – no matter how good it is.

A good one shouldn’t be. The findings should be specific enough that you could hand them to your existing team and act on them. Whether you bring in outside leadership to execute is a separate decision.

Want a second set of eyes on your marketing system? Start with the Fractional CMO program at jrcmo.com/work-with-a-fractional-cmo or call 214.466.8332.