You Spent All Week on Marketing Decisions That Already Had Answers
Here's a question most business owners never think to ask: of all the marketing decisions you made this month, how many of them actually needed your judgment?
Not your time. Not your approval. Your genuine, sharp, creative judgment.
For most businesses, the answer is uncomfortable. You spent hours debating your cost-per-lead target, your attribution window, your budget split between prospecting and retargeting, your frequency caps. Those all feel like important decisions. They all got meeting time, email chains, back-and-forth with your agency or your team.
But here's the thing. Every one of those decisions has a calculable right answer. Your CPA target is a function of your margins and lifetime value. Your attribution window is determined by how long your customers take to buy. Your budget split is a ratio you can derive from your funnel data. None of them require creative insight. They require arithmetic.
Meanwhile, the decisions that actually needed your best thinking, the ones with no formula, the ones where a sharp insight can multiply your results by an order of magnitude, got whatever mental energy was left over.
This isn't a discipline problem. It's an architecture problem. And it's costing you far more than you realise.
Your Marketing Has Two Types of Decisions. You're Treating Them as One.
Sam Tomlinson wrote recently that media buying has an identity crisis. Not the dramatic kind. The quiet, structural kind "that costs advertisers millions of dollars every year while everyone involved convinces themselves they're doing sophisticated work."His argument: most marketing operations collapse two fundamentally different categories of work into a single undifferentiated mass of activity.
He calls them the Scientific Domain and the Artistic Domain.
| The Scientific Domain | The Artistic Domain |
|---|---|
| Has correct answers (or mathematically superior starting points) | Has better and worse answers, but no objectively correct ones |
| Derived from data, business economics, platform mechanics | Requires pattern recognition, experience, creative intuition |
| 5 competent analysts should reach the same conclusion | 5 talented strategists might propose 5 different approaches |
| Examples: CPA targets, attribution windows, frequency caps, budget ratios, audience overlap thresholds | Examples: Creative direction, messaging strategy, audience discovery, interpreting WHY something works |
The scientific decisions aren't simple. Working out your true target CPA requires understanding your margins, close rates, lifetime value, and overhead allocation. That's complicated arithmetic. But it's still arithmetic.
Your attribution window isn't a matter of taste. A plumber gets booked same-day. A commercial fit-out takes three months. Your CRM data tells you the consideration cycle. The window follows from that.
The artistic decisions are genuinely different. Which emotional angle should your next ad explore? How do you interpret early performance data and extract the insight behind the numbers, not just the numbers themselves? What does your customer actually fear, and how do you speak to that fear in a way that feels authentic rather than manipulative?
These resist formulaic answers. They require the kind of lateral thinking that only happens when your brain is fresh, not when it's been grinding through spreadsheet debates for an hour already.
The structural problem: most businesses process both categories of decision through the same meetings, the same people, and the same depleted attention.
The Judge Who Ran Out of Judgment
In 2011, researchers analysed 1,112 parole decisions made by eight experienced Israeli judges over ten months. The findings are one of the most vivid demonstrations of decision fatigue in the scientific literature.
Early in each session, judges approved parole roughly 65-70% of the time. As the session wore on and decisions accumulated, approval rates dropped steadily. By the end of a session, they fell to near zero. After a food break, rates jumped straight back up to 65%.
The cases didn't change. The judges didn't become worse judges over the course of a morning. Their cognitive resources depleted, and when the tank ran dry, they defaulted to the easiest, safest choice: deny.
The same dynamic plays out in marketing. Not in a courtroom, but in every meeting where you simultaneously debate last month's CPA, this month's budget allocation, next quarter's creative direction, and whether your attribution settings are right.
Daniel Kahneman's research on cognitive load shows that mental bandwidth is finite. High cognitive load forces systematic degradation in decision-making quality, pushing people toward simplistic heuristics and away from the nuanced analytical thinking that complex problems require. Every decision you process, whether it's a calculable one or a genuinely creative one, draws from the same limited pool.
The data bears this out in marketing teams specifically. Research from Optimizely found that 45% of marketers spend at least a quarter of their working week on low-value administrative tasks. One in seven spend more than half their time there. Reporting was the most frequently cited source of growing admin burden (67%), followed by meeting volume (66%).
We've written before about the gap between having data and knowing what to do with it. Decision fatigue is a big part of why that gap exists. By the time you get to the insight that matters, you've already spent your cognitive budget on decisions that had calculable answers.
The 12x Multiplier You're Too Tired to Use
Here's why the architecture problem matters so much.
Les Binet and Peter Field have spent decades analysing the IPA Effectiveness Databank, the largest database of advertising effectiveness case studies in the world. Their finding on creative quality is one of the most important numbers in marketing: campaigns with high-quality creativity produce large business effects up to 12 times more often than mediocre ones, for the same media budget.
Not 12% more. Not twice as often. Twelve times.
Same budget. Same media channels. Same targeting parameters. The difference is entirely in the creative work, the insight behind it, the emotional truth it captures, the way it connects with what the audience actually cares about.
That's not a marginal improvement. It's the difference between a campaign that generates a few leads and one that restructures your entire growth trajectory.
But here's the crisis nobody's connecting to its real cause. Peter Field's latest investigation revealed that creatively awarded campaigns are now less effective than at any point in 24 years of data analysis. System1's research shows that approximately 45% of ads in market produce zero growth. Another 35% produce only marginal growth.
The standard explanation is short-termism. Businesses want quick results, so they optimise for clicks and conversions instead of investing in brand-building creative. That's partly true.
But there's a simpler, more structural explanation that sits underneath it. The people responsible for creative work are arriving at it already depleted.
Tomlinson shared a telling example in his newsletter. His team was working on an account where a single creative, a founder video, outperformed everything else by roughly 3x. The obvious, "scientific" response would be to produce more founder videos. More of what works.
They didn't do that. Instead, they spent a week analysing why that specific video resonated with that specific audience. The answer had nothing to do with the format. It came down to a specific fear the founder articulated on camera, a fear that every other ad in the account ignored. That single insight restructured the entire messaging strategy across the account, changed the landing page approach, and ultimately drove a 40%+ reduction in CPA.
That's the 12x multiplier in action. But extracting it required time, space, and cognitive bandwidth. The kind of bandwidth that gets consumed when your morning was spent debating whether the attribution window should be 7 days or 14.
This connects directly to why a small percentage of your ads end up doing all the heavy lifting. The winning ads aren't better-optimised. They contain a sharper insight. And sharp insights require sharp thinking, which requires a mind that hasn't been grinding through calculable decisions all day.
You're Solving the Eurostar Problem
Rory Sutherland's most famous example captures this perfectly. Engineers spent six billion pounds building new railway tracks to shave 40 minutes off the London-to-Paris Eurostar journey. Sutherland's counter-proposal: spend a fraction of that on Wi-Fi, so passengers could work during the trip. The problem was never the duration. It was what passengers could do with the time.
As Sutherland puts it: "Engineering doesn't allow for magic. Psychology does."
Most businesses make the marketing equivalent of this mistake every week. They spend their most expensive and scarce resource, fresh human judgment and creative energy, on problems that have calculable answers. The real leverage point, the creative insight that could multiply results by 12x, gets whatever cognitive scraps remain.
The IPA's own data confirms this pattern. Their research shows that budget accounts for 89% of the variation in incremental profit generated by advertising. Media ROI, the metric most marketers obsess over, accounts for 11%. In other words, the "scientific" parameters matter far less than most teams think they do once they're set to a reasonable baseline.
Yet those parameters consume a disproportionate share of the conversation. Every hour spent debating ROI targets, attribution models, and bid strategies is an hour stolen from the creative work where the 12x multiplier lives.
Peter Field warned the industry directly: "Despite our warnings, the misuse of creativity has continued to grow and the effectiveness advantage has continued to decline."
The misuse he's describing isn't that people are bad at creative work. It's that creative work is being squeezed into the margins after every calculable decision has been discussed to death. The marketing world doesn't have a creativity crisis. It has a decision architecture crisis that produces exhausted creative work.
What This Means for Your Business
If you manage your own marketing or work with an agency, there's a practical exercise worth doing today.
List every recurring marketing decision you make. Then separate them:| Settle It Once (Calculable) | Protect Time for This (Judgment) |
|---|---|
| Target CPA / ROAS based on your unit economics | Which emotional angles to test in your next creative |
| Attribution window based on your sales cycle | What your customers actually fear, want, or feel stuck on |
| Budget split between prospecting and retargeting | How to read early performance data and extract the WHY behind results |
| Frequency caps based on your audience size and spend | Audience discovery: who else needs this that you haven't reached? |
| Number of ad variants to run simultaneously | The story you tell and the creative direction you choose |
| Geographic targeting parameters | What makes your business genuinely different from every alternative |
For the judgment decisions, protect that time fiercely. No spreadsheets. No CPA debates. No admin. This is where the 12x multiplier lives, and it only activates when your thinking is fresh.
The next time you look at campaign performance data, resist the urge to jump straight to "what's working." That question has a calculable answer (sort by conversions, done). Instead, ask the question that actually requires your judgment: "Why is this working? What does this tell us about what our audience cares about?"
That's the question the Israeli judges couldn't answer by the end of their session. And it's the question that most marketing teams never get to because they've already exhausted themselves on the ones with right answers they never bothered to look up.
The businesses that win from here won't be the ones that optimise every parameter a little harder. They'll be the ones that stop treating every decision as equally consequential, settle the calculable ones with data, and invest their best thinking in the creative work that multiplies everything else.
Your marketing doesn't need more decisions. It needs fewer, better ones, made by a brain that isn't already empty.
Further Reading
- The Art and Science of Media Buying (Issue #156) - Sam Tomlinson's framework for separating scientific and artistic marketing decisions
- The Crisis in Creative Effectiveness - Peter Field's IPA report on declining creative effectiveness, and why it matters
- Marketing Creativity Crisis 2026: System1 & IPA Data - How the creative quality decline shows up in real campaign data
- Extraneous Factors in Judicial Decisions (Danziger, Levav, Avnaim-Pesso) - The original Israeli judge study on decision fatigue
- Budget Is Eight Times More Likely to Drive Effectiveness Than ROI - IPA research on what actually drives advertising profit
Dream Outcome is an Australian digital marketing agency helping SMEs grow through Google Ads, Facebook Ads, and Email Marketing.