Practical Sales Training™ > How To Lose The Sale > Outlier Fear
Outlier Fear
Have you ever talked yourself out of offering a guarantee because you worried someone might abuse it? Or held back from launching a new service because you feared you might not be good enough? That is Outlier Fear at work.
Outlier Fear happens when you focus on an extreme, unlikely outcome and let it stop you from doing something that would almost certainly go well. The “what if” takes over, the upside gets ignored, and the business stays smaller than it should.
Most of the scenarios that hold sellers back never actually happen. But the cost of not acting is very real.
What Is Outlier Fear?
Outlier Fear is the tendency to imagine an unlikely negative outcome and treat it as a likely one. The name comes from the idea of an outlier in data: a result so far from the norm that it barely represents reality. But when fear kicks in, that outlier feels like a certainty.
In sales and business, Outlier Fear stops sellers from making bold, conversion-boosting moves. Guarantees, promises, unlimited offers, new products. All of these carry a tiny risk of the worst case. Outlier Fear magnifies that risk until it feels too big to take on, even when the numbers say otherwise.
Why Does Outlier Fear Lose Sales?
It loses sales because fear is powerful. The fear of a bad outcome, however unlikely, can outweigh the logic of a good one. So sellers hold back from offers that would convert more buyers, all to avoid a problem that almost never materialises.
Your buyers need confidence, certainty, and expertise from you. When Outlier Fear takes hold, you stop projecting those things. You hedge your claims, avoid guarantees, and soften your promises. Buyers pick up on that hesitation immediately.
Take the money-back guarantee as an example. Refund rates on well-designed guarantees run extremely low. The conversion boost from offering one can transform sales numbers. But Outlier Fear keeps many sellers from ever making the offer because they fixate on the one buyer in a thousand who might ask for their money back.
How Can You Overcome Outlier Fear?
Name the Fear and Check the Evidence
Write down the specific thing you are afraid of. Then ask: how often does this actually happen? Look for data, speak to peers, or simply think honestly about your own experience. In most cases the feared outcome is rare, and seeing that clearly in black and white makes the fear much harder to sustain.
Compare the Upside to the Downside
Outlier Fear focuses entirely on the downside, so force yourself to weigh both sides. If a money-back guarantee doubles your conversion rate and one buyer in two hundred claims a refund, is that a good trade? For almost every seller the answer is yes. Do the maths before you decide, not after.
Ask What Holding Back Is Already Costing You
Outlier Fear frames inaction as safe, but inaction carries a real cost too. Every buyer who did not convert because you lacked a guarantee, every product you never launched, every promise you never made. Add those up and the cost of Outlier Fear becomes far more visible than the risk you were trying to avoid.
When Outlier Fear Does the Most Damage
It does the most damage when it stops you offering something that would genuinely help buyers commit. Guarantees, unlimited offers, bold promises. These are powerful conversion tools, and Outlier Fear is often the only thing standing between a seller and using them.
It also causes harm when it prevents you from launching at all. Many products and services never reach the market because the seller talked themselves out of it before a single buyer had the chance to say yes. The fear of failure replaced the possibility of success before either one had a chance to happen.
When Outlier Fear Feels Most Justified
The fear feels most justified when the stakes are high. A large refund, a public failure, a client who takes advantage of a generous offer. These scenarios feel credible because they carry real consequences, but feeling credible and being likely are two very different things.
Outlier Fear also intensifies when you have no evidence either way. A seller who has never offered a guarantee has no data on their refund rate, so the imagination fills the gap with worst-case scenarios. Running even a small trial almost always reduces the fear faster than any amount of reasoning.
Common Outlier Fear Mistakes
Treating a Possible Outcome as a Probable One
Possible and probable are not the same thing. Almost anything bad is possible. The real question is how likely it actually is, so before you let a fear change your business decisions, test whether that fear reflects reality or just your imagination running ahead of the facts.
Letting One Bad Experience Set the Rule
One buyer who abused a guarantee does not mean all buyers will. One product launch that underperformed does not mean the next will too. Outlier Fear loves to take a single data point and turn it into a permanent policy, so challenge that instinct every time it shows up.
Never Testing the Thing You Fear
The most effective way to beat Outlier Fear is to run a small test. Offer the guarantee to a limited group, launch the product to a small list, or try the bold promise for one month. Real data beats imagined risk every time, and in most cases the test reveals that the feared outcome barely shows up at all.
Outlier Fear – An Example
A marketing consultant with a strong track record hesitates to offer a “double your leads or your money back” guarantee. They worry a client might game the system, or that one failure could cost them a large payment. Both fears are possible. Neither is likely.
By letting Outlier Fear win, the consultant misses the conversion boost that guarantee would deliver. Buyers facing that offer feel safe committing, and most never claim the refund because the service works. The consultant keeps running a business that converts at half the rate it could, all to avoid a problem that almost never happens.
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