Category: Performance marketing

  • Creative testing that actually moves ROAS (a structured system)

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    Creative testing that actually moves ROAS (a structured system)

    One-off ad tests don’t move the needle. Here’s the structured creative-testing system — hypotheses, volume and clean reads — that reliably improves paid performance.

    A team reviewing creative during a presentation

    Creative is the new targeting

    As platform targeting has consolidated into broad, algorithm-driven delivery, creative has become the primary lever performance marketers actually control. On Meta in particular, the creative is the targeting — the algorithm finds the audience for whichever creative resonates. Which means a business that can reliably produce and test winning creative has a durable acquisition advantage, and one that ships creative by gut does not. The difference isn’t talent; it’s system.

    Why one-off tests fail

    Most “creative testing” is a handful of ads launched together, a glance at which did best, and a move on. This fails for three reasons: too little volume to reach significance, no hypothesis so you learn nothing transferable, and messy reads where budget and audience differences masquerade as creative differences. You get a winner for this week and no compounding knowledge.

    The structured system

    1. Hypotheses, not guesses. Every test asks a question — does a problem-led hook beat a product-led one? Does social proof beat a feature list? — so a result teaches you something you can reuse. 2. A concept-and-variant structure. Test distinct concepts (angles, hooks, formats) first; once a concept wins, iterate variants within it. Concepts move performance; variants refine it. 3. Enough volume and a clean read. Give tests enough budget and a fair structure to reach a trustworthy result, and hold other variables steady so you’re actually measuring creative. 4. A documented creative library. Record every winning principle — hooks, formats, messages — so wins compound into a playbook rather than evaporating. 5. Velocity. The rate of improvement is set by the rate of testing. This is where AI-assisted production earns its place: we’ve cut creative turnaround roughly in half with AI-assisted workflows, which means more concepts tested per month and faster compounding. [APPROVAL NEEDED]

    Measure creative on the right metric

    Judge creative on cost per acquisition and downstream conversion, not clicks or engagement. A high-CTR ad that doesn’t convert is a trap. Tie the read to a trustworthy measurement stack so you’re optimising to real outcomes.

    Frequently asked questions

    How many ads should we test at once?

    Enough distinct concepts to learn something, with enough budget each to reach a fair read — quality of hypothesis matters more than raw count.

    How long should a creative test run?

    Until it reaches a trustworthy result for your volume — rushing to a call on thin data is how false winners get scaled.

    Does AI-generated creative work?

    As a velocity multiplier for producing and iterating concepts, yes — but the hypothesis and the read still need a human. Speed without a system just produces more noise.

    Want a creative testing engine that reliably lowers CAC? Let’s build one. Book a discovery call →

  • LinkedIn vs Google vs Meta for B2B: where your next pound should go

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    LinkedIn vs Google vs Meta for B2B: where your next pound should go

    Three very different B2B channels, three different jobs. How to decide where your next pound of paid budget should go — by intent, targeting and economics.

    A marketer working across channels on a laptop

    Three channels, three jobs

    The “which channel is best for B2B?” question is the wrong one — they do different jobs, and most effective B2B programmes use all three in proportion to their economics. The real question is where your next pound works hardest, given where you are.

    Google — capture existing intent

    Google Search reaches people actively looking for a solution. For B2B, that’s your highest-intent, most efficient demand — but it’s capped by how many people are searching for what you offer. Start here if there’s real search volume for your category: you’re harvesting demand that already exists, at the best efficiency you’ll find. The limit is that intent-capture can’t create demand where none exists yet.

    LinkedIn — reach the right accounts and roles

    LinkedIn’s advantage is precision: you can target by company, industry, seniority and role, reaching the exact buying committee for a considered B2B purchase. Cost per click is high, but for enterprise deals where one qualified opportunity is worth a lot, the economics can work well. LinkedIn is where you create demand in named accounts and build the awareness that makes your Google and outbound convert. The discipline is patience — it’s a pipeline channel, not a last-click bargain.

    Meta — scale and lower-cost reach

    Meta is often dismissed for B2B, wrongly. Its reach and low cost make it powerful for top-of-funnel awareness, content distribution and retargeting — reaching your buyers as people, not just job titles. For lower-ACV B2B and product-led motions it can be a genuine acquisition channel; for higher-ACV it’s a cost-effective demand and nurture layer. Judge it on assisted pipeline, not last-click.

    How to decide where the next pound goes

    • If there’s untapped search intent: Google first — it’s the most efficient demand available.
    • If you’re strong on Google but pipeline is capped: LinkedIn, to create demand in target accounts.
    • If awareness and content reach are the gap, or budgets are tight: Meta, for efficient top-of-funnel and retargeting.

    Then measure across channels on assisted pipeline and payback, not siloed last-click ROAS (see the paid acquisition pillar).

    Frequently asked questions

    Is LinkedIn too expensive for B2B?

    Per click, yes; per qualified opportunity in a high-value deal, often not. Judge it on pipeline, not CPC.

    Can Meta really work for B2B?

    For awareness, content distribution and retargeting, reliably; as a primary acquisition channel, mainly for lower-ACV or product-led models.

    Should we be on all three?

    Usually yes, in proportion to their roles and your economics — but sequence by where the next pound works hardest.

    Not sure how to split your B2B paid budget? A Growth Diagnostic models it against your economics. Request a Growth Diagnostic →

  • How to lower your blended CAC without cutting spend

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    How to lower your blended CAC without cutting spend

    Blended CAC is a system outcome, not a channel setting. Five levers — measurement, spend efficiency, creative, conversion and retention — that lower CAC as you scale.

    A marketer reviewing acquisition costs on a notebook and phone

    Why blended CAC creeps as you grow

    Blended customer acquisition cost — total sales-and-marketing spend divided by new customers — almost always drifts upward as a business scales. You exhaust your cheapest, highest-intent demand first; new spend reaches less-qualified audiences; and organisational drag (more tools, more agencies, more meetings) quietly adds cost. The instinct when CAC rises is to cut spend, but that just shrinks growth. CAC is a system outcome, so the fix is to improve the system. Here are the five levers, in the order we usually pull them.

    Lever 1 — Measure it properly first

    You cannot lower what you cannot see. Separate blended CAC from paid CAC and channel CAC, and pair every CAC figure with a payback period — a “high” CAC with fast payback and strong retention may be perfectly healthy. Most CAC problems are partly measurement problems: last-click attribution hides where spend is genuinely efficient. Fix the measurement (see the measurement stack pillar) before you touch the budget.

    Lever 2 — Take the waste out of spend

    Before adding efficiency, remove inefficiency: overlapping audiences, campaigns too small to learn, budget on off-ICP segments, and channels credited for demand they only harvested. Restructuring accounts for signal and concentration frequently lowers CAC without touching total spend — you’re simply pointing the same money at better opportunities.

    Lever 3 — Fix the creative

    Especially on paid social, creative is the single biggest driver of efficiency. A structured creative-testing pipeline that reliably produces fresh winners lowers CAC more durably than any bidding tweak. (See creative testing that moves ROAS.)

    Lever 4 — Convert more of the traffic you’re already paying for

    Every point of conversion improvement lowers CAC directly, because you’re acquiring more customers from the same spend. Landing-page and funnel CRO is often the fastest CAC win available, and it compounds with everything else. (See landing-page CRO.)

    Lever 5 — Raise LTV so you can afford the CAC you have

    The quiet lever: improve retention and lifetime value, and the CAC you can profitably afford rises — which means the same acquisition cost becomes “efficient.” Lifecycle and retention work doesn’t lower the CAC number directly, but it changes what “too high” means. (See lifecycle marketing.)

    A 30-day CAC-reduction sequence

    Week 1: get CAC and payback trustworthy. Week 2: strip waste from account structure. Week 3: launch a creative test cycle and a landing-page test. Week 4: measure, scale the winners, and set the retention work in motion. Repeat — CAC reduction is a rhythm, not a one-off.

    Frequently asked questions

    What counts as a “good” CAC?

    There’s no universal number — it’s only meaningful against payback and LTV. Target a CAC your LTV comfortably supports with a payback you can fund.

    Blended vs paid CAC — which matters?

    Both. Blended shows the true cost of growth; paid CAC shows channel efficiency. Track them separately.

    How fast can CAC fall?

    Waste and conversion fixes can show within weeks; the durable gains come from the compounding creative and retention work over a quarter.

    Want to know which of the five levers will move your CAC fastest? A Growth Diagnostic tells you exactly that. Request a Growth Diagnostic →

  • Efficient paid acquisition: optimise to CAC and payback, not ROAS

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    Efficient paid acquisition: optimise to CAC and payback, not ROAS

    ROAS lies; payback tells the truth. A senior operator’s guide to running Meta, Google and LinkedIn for efficient, scalable acquisition.

    Last-click ROAS quietly distorts most accounts: it over-credits the channels that harvest existing demand and starves the prospecting that creates it. Worse, it says nothing about margin or cash. The right north stars are CAC, payback and contribution margin.

    Give each channel a role

    Google captures intent; Performance Max and YouTube extend reach; Meta is your scale engine, powered by creative; LinkedIn is precise B2B account targeting. Trying to make every channel do everything is how budgets leak.

    The four efficiency levers

    Account and audience structure (where most waste hides); a structured creative-testing pipeline; landing-page CRO; and a measurement stack you can trust, sense-checked with incrementality on your biggest lines.

    Scale without wrecking efficiency

    Expand deliberately — widen audiences in steps, keep fresh winners flowing, and protect payback as the guardrail. Scale is earned by the system, not forced by the budget.