Newsletter #53: Stop Tracking Visits — Track Profit

Vanity metrics are a tax on your attention. Page views, bounce rate, session

duration — these numbers feel productive but rarely drive decisions. This issue

focuses on the five metrics that predict ecommerce profitability, and the tools

built to surface them.

The 5 Metrics That Actually Matter

| Metric | What It Tells You | Benchmark (DTC) |

|---|---|---|

| CAC:LTV Ratio | Sustainability of growth | 1:3 or better |

| Contribution Margin | Per-order profitability after variable costs | 20-40% |

| Return Rate by SKU | Which products are losing money | Under 10% |

| Email-attributed Revenue | Owned channel performance | 25-35% of total |

| 60-day Cohort Retention | Repeat purchase behavior | Varies by category |

Tool Breakdown: Built for Ecommerce, Not Repurposed

Triple Whale: The DTC Command Center

Triple Whale is expensive — $129/mo for the starter plan, $279/mo for

the full suite — but it consolidates what would otherwise be five separate

dashboards. The “Triple Pixel” server-side tracking captures attribution data

that client-side pixels miss, and the Summary page shows blended CAC across

Meta, TikTok, Google, and email in one view.

Who it’s for: Brands spending $10K+/month on paid acquisition. Below that

threshold, the ROI is hard to justify.

The caveat: Attribution is inherently imperfect. Triple Whale’s numbers

will differ from each ad platform’s dashboard. That’s not a bug — it’s a

feature. Platform dashboards over-attribute to themselves.

Northbeam: Attribution That Doesn’t Lie

Northbeam uses machine-learning attribution models that consistently assign

30-40% more conversions to the correct channels compared to last-click

attribution. For brands running multi-channel ad strategies, this alone can

reallocate thousands in wasted ad spend.

Pricing: Starting at ~$500/mo, which puts it firmly in the “serious

brand” category.

Lifetimely: LTV Without the Spreadsheet Hell

Lifetimely ($25-$150/mo, depending on order volume) connects to Shopify and

immediately surfaces cohort analysis, LTV projections, and churn rates. The

killer feature: it shows profit per customer (not just revenue) by factoring

in COGS and shipping.

The insight most users miss: Filter by acquisition source. Your Meta-acquired

customers likely have different LTV and churn behavior than your organic or

email-acquired customers.

The Free Option Worth Using

Google Analytics 4 with Enhanced Ecommerce enabled. The setup takes about an

hour (Google Tag Manager + data layer implementation), but once configured, GA4

gives you purchase funnel visualization, product performance by SKU, and

checkout behavior analysis — all free.

The trade-off: GA4 requires manual interpretation. It won’t tell you “your Meta

ads have a negative ROI on Thursdays” — you have to piece that together.

Reader Q&A

I run a $3K/month Shopify store. Triple Whale is too expensive. What’s the

sweet spot for my budget?

Polar Analytics has a free plan (up to $10K monthly revenue) that covers

the core metrics most small stores need. At your scale, you likely don’t need

advanced attribution — you need clean cohort data and profit-per-order

tracking. Lifetimely at $25/mo plus GA4 Enhanced Ecommerce covers 90% of what

you need for $25/month.

Quick Tip

If you’re not tracking contribution margin per order (revenue minus COGS,

shipping, transaction fees, and packaging), you don’t actually know which

products are profitable. A $50 product with $12 COGS, $8 shipping, $1.50 in

transaction fees, and $2 in packaging looks profitable on the surface but might

be losing money after ad costs. Start tracking this today.

Coming Next

Issue #54: We bench-test five social media schedulers head-to-head, measuring

everything from UI speed to analytics depth.

---

Issue #53, published 2025-02-18 by CreatorStack Team