CAC is Lying to You

Samuel Edwards
|
September 23, 2025

CAC -- customer acquisition cost--is a frequently oversimplified KPI that's often manipulated at best as a vanity metric.

It’s clean.

It’s simple.

It makes for great slides presented by would-be digital marketers.

But here’s the uncomfortable truth: CAC is lying to you — or at least, it can be manipulated so easily that you might be lying to yourself without even realizing it.

The way most businesses calculate and present CAC is riddled with assumptions, exclusions, and potential trickery.

This is particularly egregious if your digital marketing agency is managing and reporting on your CAC for you.

Let’s dig into the myths, manipulation, and what/how you should actually be measuring and reporting your customer acquisition cost.

What Is CAC (Really)?

At its core, CAC is simple math:

CAC = Total Marketing & Sales Spend ÷ Number of New Customers Acquired

If you spend $100,000 and get 1,000 new customers, your CAC is $100.

Simple enough, right?

But here’s the problem:

--What counts as “spend”?

--What counts as a “customer”?

--And over what time frame?

The answers to those questions are where CAC gets shady.

7 Ways Companies Manipulate CAC

Let’s pull back the curtain on how digital marketing and finance teams fudge the numbers — intentionally or not.

1. Selective Spend Attribution

Want to make CAC look better? Just exclude certain costs.

  • Brand campaigns? Not included.
  • PR retainers? Left out.
  • Creative production? Considered a “one-time cost.”

If you’re only counting direct response ad spend and ignoring everything else that helped close the deal, you're getting a sanitized number that looks nice but excludes critical costs.

2. Creative Customer Counting

Some companies count leads, trials, or even visitors as “customers” when calculating CAC.

Or worse: they only include high-LTV customers in the math, quietly excluding the ones who churn after 30 days.

It's reminiscent of shadow SaaS numbers that look good for reporting, but ultimately serve no one.

This isn’t just fuzzy math — it’s borderline fraud when used to raise capital.

3. Timeframe Compression

By shortening the window of analysis to a particularly “hot” month or campaign, companies can make CAC look artificially low.

It’s like bragging about your weight loss after a single day of fasting — it doesn’t reflect the full picture.

4. Ignoring CAC Payback Period

Low CAC is nice, but how long does it take to earn that money back?

If it takes 18+ months to recover your spend, you're playing a dangerous game — especially if you’re dependent on investor capital to bridge the gap.

This is the SaaS death spiral: cheap CAC, long payback, no cash left.

This problem is rarely present in high-ticket, high margin services, but in MRR scenarios with inexpensive software that requires scale to breach into profit, it's no bueno.

5. Excluding Churn

You might’ve “acquired” that customer, but if they’re gone in 90 days, was it really worth the spend?

CAC that doesn’t consider lifetime value (LTV) or retention is worse than useless — it’s misleading.

6. Channel Blending Tricks

Let’s say your Google Ads CAC is $350 and your influencer program is $50. If you blend them, you get a nice-looking $200 average.

But that doesn’t mean either channel is working. Averaging can mask severe underperformance in your primary acquisition engine.

7. Over-Reliance on Blended CAC

Blended CAC — across all channels, products, and customer types — tells you nothing about what’s actually driving your growth.

It’s like taking the average temperature of everyone in the hospital and saying “Everything looks fine.”

The Dangerous Assumptions Behind CAC

Behind the math lies a set of assumptions that rarely hold up in the real world:

  • Linear acquisition: Spend more, get more customers — right? Wrong.
  • Perfect attribution: If your attribution model is broken (spoiler: it is), your CAC is flawed by default.
  • Static LTV: Lifetime value varies wildly by customer segment — which makes CAC just one piece of the puzzle.

When these assumptions go unchallenged, CAC becomes more of a feel-good fantasy than a guiding metric.

Segmenting CAC by Campaign Type: SEO ≠ PPC ≠ Everything Else

One of the biggest mistakes marketers make is treating CAC like a monolith — a single, catch-all number that somehow represents the efficiency of all campaigns across all channels.

That’s a dangerous oversimplification.

Every campaign type — whether it's SEO, PPC, paid social, outbound, or affiliate — has wildly different cost structures, timelines, and attribution challenges.

When you blend these channels together into one CAC metric, you end up with a number that means nothing and hides everything.

SEO CAC: Long-Term Investment, Deferred Return

SEO is front-loaded with costs and delayed in returns.

  • You might spend $10,000/month on SEO for 6–9 months before seeing meaningful traffic.
  • The "acquisition" doesn't happen until months down the line, often without a clear last-click attribution path.
  • Once momentum builds, however, CAC can drop dramatically and stay low — even as traffic scales.

If you treat SEO with the same attribution window as paid search, your CAC will appear artificially high — especially early on.

But over time, it may prove to be your most cost-effective channel.

PPC CAC: Immediate Spend, Immediate Return

PPC, on the other hand, gives you data and results right now — but at a price.

  • You spend $5,000 this week, you get 200 clicks, maybe 20 leads and 5 customers. The math is instant.
  • But if you stop paying, the traffic stops. There's no compounding benefit.
  • Unlike SEO, PPC campaigns also tend to saturate — cost per click rises, conversion rates fall and overall ROI goes "meh." 

PPC CAC can look attractive early, but becomes harder to maintain as scale increases and competition drives up SEM bidding costs.

Without proper segmentation, this rising CAC gets washed out in your blended average.

Why Channel-Level CAC Matters

If you’re not segmenting CAC by campaign type, here’s what happens:

  • High-CAC campaigns look artificially better because they’re blended with cheaper ones.
  • Your best channels look worse than they are — possibly leading to budget cuts that kill long-term ROI.
  • Your attribution models break down, giving too much credit to last-click sources while underrepresenting the full journey.

Segmenting CAC helps you:

  • Allocate budget based on real ROI.
  • Optimize campaigns individually.
  • Spot failing strategies before they drain your cash.

Takeaway

Treat CAC like you would treat customer personas: with segmentation.
Otherwise, you’re managing your growth with a single blurred number that tells you nothing — and costs you everything.

Campaign Type CAC Characteristics Common Mistakes Optimization Tips
SEO High upfront cost, delayed acquisition. CAC drops over time as traffic compounds. Using short timeframes for ROI analysis; under-attributing conversions. Track cohort-based CAC over 6–12 months. Use first-touch and assisted attribution.
PPC Immediate spend and immediate data. CAC is easy to calculate but may increase with scale. Overestimating sustainability of early success. Ignoring rising CPC trends. Segment by keyword group and campaign. Monitor CAC trendlines over time.
Paid Social Broad targeting leads to variable CAC. Often better for awareness than direct conversion. Treating paid social like bottom-of-funnel intent channels. Use for retargeting or top-of-funnel. Attribute conversions over a longer window.
Affiliate / Influencer Lower CAC potential, but attribution may be difficult or double-counted. Failing to track source attribution clearly; not modeling LTV per partner. Assign UTM parameters per affiliate. Analyze CAC by influencer tier and campaign type.
Outbound / SDR High-touch, high-CAC. More variable depending on sales cycle length and closing ratio. Blending outbound CAC with inbound skewing overall averages. Track CAC per rep. Calculate fully loaded CAC including tools and management.

Better Questions to Ask Instead

So if CAC (customer acquisition cost) isn’t the holy grail, what should you be looking at?

Start with these:

  • What’s your CAC by channel, persona, and cohort?
  • What is your CAC payback period?
  • What’s the LTV-to-CAC ratio for each segment?
  • How does churn affect your overall cost to retain, not just acquire?
  • What is the real cost of scaling acquisition when accounting for margin, support, and onboarding?

These are the questions that uncover the truth behind the marketing spend — and protect your business from false signals.

Real-World Consequences of Misleading CAC

When CAC is manipulated, misunderstood, or misused, the consequences are more than cosmetic:

  • Startups raise capital on fake efficiency and burn out before ever reaching profitability. This can be done intentionally (e.g. HeadSpin, Medly Health and Skael), but even worse is when you're actually ignorant about your numbers.
  • CMOs misallocate budget, overspending on channels that look cheap but deliver poor retention. Worse is underspending in areas that may produce a massive ROI.
  • Investors get duped into believing a go-to-market motion is working when it’s barely holding on or even costing the business long term.

We’ve seen companies with CAC under $100 implode, and others with $500+ CAC thrive — because CAC alone doesn’t tell the whole story.

Segment-First, Truth-First

At Marketer.co, we don’t fall for CAC fairy tales — and neither should you.

We help brands:

  • Track CAC by channel and persona, not just totals. Keep the data siloed for better reporting.
  • Pair CAC with LTV, retention, and payback modeling. This tends to solve churn obfuscation and cost and revenue recognition (something that is table stakes in accounting, but missing in customer costs).
  • Build full-funnel attribution frameworks that show where money is actually being made. This strategy alone will help you properly allocate future budget toward areas that will perform the best.
  • Use real cohort data to improve not just acquisition, but profitability. Unless you're a VC-backed company that is blitzscaling (growing at all costs), you'll want to be judicious to ensure your growth is ultimately profitable.

Because it’s not about how many customers you acquire — it’s about how well you understand the cost and value of each one.

Don’t Let CAC Lie to You

CAC isn’t evil.

But like any KPI, it’s only as honest as the way it’s calculated.

When misused, it can lead entire companies off a cliff.

So the next time someone brags about their CAC, ask:

“What’s included in that number?”

Odds are, the truth is more complicated than your basic spreadsheet or monthly marketing report suggests.

Want help uncovering what your real CAC looks like?
Let’s talk. Book a free strategy audit with the team at Marketer.co.

Author

Samuel Edwards

Chief Marketing Officer

Throughout his extensive 10+ year journey as a digital marketer, Sam has left an indelible mark on both small businesses and Fortune 500 enterprises alike. His portfolio boasts collaborations with esteemed entities such as NASDAQ OMX, eBay, Duncan Hines, Drew Barrymore, Price Benowitz LLP, a prominent law firm based in Washington, DC, and the esteemed human rights organization Amnesty International. In his role as a technical SEO and digital marketing strategist, Sam takes the helm of all paid and organic operations teams, steering client SEO services, link building initiatives, and white label digital marketing partnerships to unparalleled success. An esteemed thought leader in the industry, Sam is a recurring speaker at the esteemed Search Marketing Expo conference series and has graced the TEDx stage with his insights. Today, he channels his expertise into direct collaboration with high-end clients spanning diverse verticals, where he meticulously crafts strategies to optimize on and off-site SEO ROI through the seamless integration of content marketing and link building.