PERFORMANCE MARKETING · FROM SPEND TO ROI

Turn media spend into business value.

Plan, acquire, measure, optimize and scale paid media by connecting every platform result to customer economics.

ONE PERFORMANCE SYSTEM

Media performance is not the same as business performance.

Clicks, leads, conversions and platform ROAS can guide action, but none alone proves profitable growth. Follow the complete chain: SPEND → DEMAND → CONVERSION → CUSTOMER ECONOMICS → REVENUE → CONTRIBUTION.

Use one operating cycle throughout: PLAN → ACQUIRE → MEASURE → OPTIMIZE → SCALE. When results weaken, ask in order: traffic problem, conversion problem, economics problem or measurement problem?

The collection connects to OpenSkool resources on e-commerce, search, AI in marketing and practical acquisition calculators where they extend the decision.

01 / Understand

What is performance marketing—and what is it for?

Establish the role of measurable acquisition and its relationship with brand, demand and business value.

Explainer

What Is Performance Marketing?

Understand performance marketing as a measurable operating system that connects paid distribution to customer value and business economics.

2 min read

02 / Plan

What can the business afford to acquire?

Translate goals, unit economics and uncertainty into a budget, measurement plan and decision rules.

Explainer

The Economics of Paid Media

Trace paid-media economics from auction and click through conversion, customer value and contribution before deciding what efficient means.

2 min read

03 / Acquire

Which channel fits the customer situation?

Choose media from intent, discovery context, creative capacity, offer and economics rather than a universal platform ranking.

Comparison

Google Ads vs Meta Ads

Compare Google Ads and Meta Ads by demand context, creative, targeting, measurement and the business problem each channel should solve.

2 min read

04 / Measure

What happened from spend to profit?

Define each metric, reconcile attribution and connect media efficiency to customer and contribution outcomes.

Explainer

CAC, CPA, CPL and ROAS Explained

Define CAC, CPA, CPL and ROAS precisely, understand their different denominators and connect platform metrics to customer economics.

2 min read

05 / Optimize

Where is the real constraint?

Diagnose traffic, conversion, economics and measurement before changing creative, pages, audiences or bids.

06 / Scale

Can the next unit of spend create acceptable value?

Expand through marginal economics, creative and audience capacity, operational readiness and explicit guardrails.

07 / AI & the future

What should AI optimize—and who remains accountable?

Use automation in bidding, delivery, creative and analysis while retaining objective design, evaluation and control.

Explainer

AI in Performance Marketing

Use AI across bidding, targeting, creative and analysis while retaining objective design, data quality, evaluation and human accountability.

2 min read

08 / Perspective

Can a better ROAS produce a weaker business result?

Examine why the highest attributed revenue ratio is not always the path to more contribution, customers or profit.

Diagnose the constraint before changing the campaign.

Start with one business outcome and trace it backwards through customer economics, conversion, qualified demand and spend. Change the smallest layer that can explain the result, then measure whether value moved downstream.

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