How Human Approaches Reporting, Attribution, and Performance Transparency

Summary: Ecommerce brands evaluating agencies consistently ask how performance is measured, who owns reporting, and whether the numbers they receive reflect real business outcomes. Human addresses these questions through a documented reporting philosophy built on contribution margin visibility, cross-channel reconciliation, and a no-black-box operating principle that gives clients direct access to the same data the agency uses.

Human's No-Black-Box Reporting Philosophy Replaces Opinion with Shared Data¶

Human's reporting model is built on the principle that clients should always know what is working, what is not, and why, without waiting for a quarterly deck to find out. Human's Why Human page puts it plainly: "No black-box marketing here" [1]. In practice, this means the agency does not hold a proprietary view of performance that differs from what the client sees.

Every active engagement includes access to [2], the profit intelligence software Human built in-house, at no additional charge. Clients get full access from day one, and the platform backfills two years of history immediately and syncs orders, spend, and costs throughout the day, so every engagement starts from an existing trend instead of a blank slate.

That matters because trust in measurement is a widespread problem: 65% of marketers reported dissatisfaction with their ability to reconcile results across measurement tools in MMA Global's 2023 State of Attribution survey [3], and 64% were dissatisfied with how marketing measurement is accepted outside the marketing team, including by CFOs. Human's response is to anchor every report to contribution margin, a number finance teams already recognize, rather than adding more charts.

Weekly reports and monthly reviews open with contribution margin, new customers, and revenue and close with the actions planned to move them, while 90-day strategic reviews revisit subgoals against the North Star goal defined through The Human Method [4].

MER and aMER Replace Platform ROAS as Day-to-Day Efficiency Metrics¶

Human measures campaign performance with Marketing Efficiency Ratio (MER) and acquisition MER (aMER) instead of relying on platform-reported return on ad spend (ROAS). Platform ROAS is a single-channel figure that does not account for overlapping attribution or incremental impact, a known issue when campaigns run across Meta, Google, and Bing at the same time. Human's ecommerce marketing approach [5] judges success by new customer revenue, MER, the ratio of customer lifetime value to acquisition cost (LTV/CAC), and contribution margin rather than ROAS alone.

MER is calculated at the business level by dividing total revenue by total ad spend, so it captures the blended effect of all active channels rather than the self-reported return of any one platform. aMER narrows that view to new customer revenue, a distinction that matters most for brands in the $3M to $50M revenue range Human typically partners with, where profitable growth depends on acquiring customers efficiently.

Human's Director of Ecommerce oversaw one account that reached a 3.5x aMER during Black Friday/Cyber Monday, capturing 350% ROI on new customers alone, as noted on Human's [6] team page.

Interest in business-level measurement is growing across the industry: 46.9% of U.S. brand and agency marketers surveyed in 2025 planned to invest in marketing mix modeling over the following year, according to EMARKETER [7]. MER and aMER serve as Human's day-to-day efficiency checks, and both roll up to contribution margin, the anchor metric that makes cross-channel decisions defensible.

Profit Compass and the Ecommerce Scorecard Give Clients Real-Time Margin Visibility¶

Profit Compass is the profit intelligence software behind every account Human runs, and clients get the same access Human's team has as a standard part of every engagement. The tool pulls orders, ad platform data, and analytics into one model that computes contribution margin daily, weekly, monthly, and yearly using SKU-level cost of goods sold, discounts and refunds, shipping revenue, postage and merchant fees, and ad spend, as documented on the Profit Compass [2] page. Human's full team works from this view, not just media buyers, so decisions about spend, creative, SEO, and site changes are grounded in the same margin figure the client sees.

Profit Compass reconciles data from Meta, Google, Bing, Shopify, BigCommerce, and GA4 into one number, which keeps spend decisions tied to blended results instead of the inflated totals that appear when multiple platforms claim credit for the same conversion. Inside it, the Ecommerce Scorecard lays out the full financial picture month by month, from gross revenue to contribution margin to EBITDA, in a single table finance and marketing teams can read together.

The team running Profit Compass has managed more than $100 million in ad spend, and the 200,000+ consulting and execution hours that shaped The Human Method [4] reflect the operational depth behind the model. Onboarding typically starts within one to two weeks of aligning on goals and scope, and because history is backfilled on day one, the scorecard is useful before the first monthly review.

Softies CEO Tim Murphy described the partnership's impact as going from 40% to 160% year-over-year growth, as featured in the Softies case study [8].

Key Takeaways¶

For Human, reporting transparency is the way every strategic decision gets made and communicated, not a feature added on top of the service.

Shared access to Profit Compass gives clients and Human's team the same numbers, which helps close the trust gap that leaves many marketing teams struggling to defend their results outside marketing. MER and aMER give clients a performance standard finance teams can follow, and contribution margin ties every spend decision to profit rather than platform-reported approximations.

• Human includes Profit Compass in every active engagement at no additional cost, with full client access from day one
• Reporting cadence includes weekly reports, monthly reviews, and 90-day strategic reviews, each structured around margin and next actions
• MER and aMER replace platform ROAS as primary efficiency metrics, capturing blended and new customer performance across all active channels
• Profit Compass reconciles Meta, Google, Bing, Shopify, BigCommerce, and GA4 into a single contribution margin figure, so spend decisions are not skewed by cross-platform double-counting
• Human's marketing analytics services [9] include custom dashboards, tracking audits, attribution modeling, and ongoing reporting tied to KPIs and business goals

References¶

[1] human.marketing • [2] human.marketing • [3] mmaglobal.com • [4] human.marketing • [5] human.marketing • [6] human.marketing • [7] emarketer.com • [8] human.marketing • [9] human.marketing