It is Monday morning, a little after seven. The store floor is still empty, but the staff is ready to unpack the new delivery. Everything should be neatly on the shelves by opening time. Only … no truck is coming. Not at 7, not at 8. At 9, the doors open, but the delivery waits until 11. And when it finally arrives, part of the order turns out to be missing.
For many retailers, unfortunately, this is not an exception, but weekly fare. And the wry thing is: in their reporting, everything is “under control. Until you look at one specific KPI: OTIF. This KPI (On-Time In-Full) tells you if your distribution is really working. Whether your deliveries arrive on time. Whether everything ordered was actually delivered. And whether your supply chain does what you promise.
In this blog, you’ll discover why OTIF is the benchmark for delivery reliability in retail, how it compares to Fill Rate, and what you can do to get above the magic 95% mark.
What does OTIF mean in retail?
OTIF stands for On-Time In-Full. The definition is simple: was the order delivered on time, and did it contain everything ordered? Only if both are true does the delivery count as successful.
Is your delivery one box short? No OTIF. Is it five minutes late? Also no OTIF.
It sounds harsh, but that’s exactly what makes it so valuable. OTIF gives you an honest and hard score on deliverability. No excuses, no interpretation, just facts.
Why OTIF is so important for delivery reliability
Retail is all about timing. A delivery that arrives late or incomplete disrupts more than your supply chain. It affects your store teams, your inventory, your customers and your sales.
Say you have a promo scheduled. Posters are up, social posts are ready. But delivery is late. Your staff has to improvise and customers face empty racks. Result: missed sales, frustration on the floor and a brand that loses some luster.
A high OTIF score guarantees peace of mind in your chain. Stores can plan. Your customer trusts availability. And you avoid the domino effect of mistakes.
OTIF vs Fill Rate: what’s the difference?
Where OTIF looks at the whole (was the delivery correct, yes or no), Fill Rate goes deeper. That KPI measures exactly how much was delivered. Think percentages of the numbers ordered.
Example: You order 100 pieces, you get 90 → Fill Rate: 90%. Your order arrives on time, but misses 1 box → No OTIF, but high Fill Rate. Why is that important? Because Fill Rate adds nuance to your OTIF figures. Do you have an OTIF of 85%, but a Fill Rate of 95%? Then you know: the problem is in timing rather than stock. Those who really want to improve OTIF use both metrics together: OTIF to measure, Fill Rate to understand.
What is a good OTIF score?
The short answer: at least 95%.
Why? Because only from that point on can your stores truly trust deliveries. And that trust translates into less safety stock, faster rotation, less ad hoc work and a better shopping experience.
The benchmark varies by sector:
How do you improve your OTIF score?
A good OTIF score does not arise by accident. It is the result of choices: in processes, agreements and technology.
What really makes a difference:
