A company that has spent years developing its product range is not starting from scratch.
Sales, competitors, vehicle parc, applications, catalogues, part-number searches and, above all, the experience of product teams all contribute to building highly competitive product ranges.
But there is a paradox:
the more mature a product range becomes, the less obvious the opportunities that still remain outside it.
The most important products have normally already been identified.
The real challenge starts after that.
Your starting point determines what you can discover
All the usual methods provide valuable information.
But they also determine where the analysis begins.
If we start from a ranking of the most searched part numbers, we first decide which part numbers deserve attention.
If we start from the vehicle parc or the applications with the greatest potential, we use that structure to decide where to look.
If we start from competitors, we mainly look for what they have already added and we have not.
These are useful approaches.
But they all introduce a filter before the discovery process really begins.
And that matters.
Because a relevant opportunity may not appear among the most searched part numbers, may not stand out sufficiently within a specific application, or may simply not be present in the product range of the competitor used as a benchmark.
When the ranking is no longer the starting point
Product Discovery reverses the logic.
Instead of first selecting where to look, the objective is to process the full set of available signals, interpret them at product level and only then build the opportunity ranking.
ANALYSIS WITH AN INITIAL FILTER
Part-number ranking → selection → analysis
VIO / applications → selection → analysis
PRODUCT DISCOVERY
Signals → products → opportunities → ranking
The ranking stops being the starting point and becomes the result.
This difference is particularly important because aftermarket demand is fragmented.
The same product may appear under different OE, OEM or IAM part numbers, and its demand may be distributed across different sources.
Viewed individually, these signals may appear relatively insignificant.
Analysed together at product level, the picture can be very different.
It is not about finding the best sellers
The TOP products in the market are usually the easiest ones to identify.
They appear in sales, competitor ranges, catalogues and multiple market analyses.
For a company with an already well-developed product range, discovering the obvious adds relatively little value.
The real value lies in finding products with relevant demand that have not yet emerged clearly enough through existing methods.
And this is where it is important to be realistic.
With a mature product range, we should not expect to continuously discover dozens of fundamental products that nobody had identified before.
It might be eight products this month. Ten the next. A few more after that.
Small discoveries that, accumulated over the course of a year, can represent a significant improvement in coverage and the commercial potential of the product range.
Product Discovery as a continuous process
NEO Radar adds this perspective to the methods product teams already use.
It combines demand signals, interprets them at product level and compares them with a specific product range to identify opportunities that are difficult to detect through other approaches.
It is not intended to replace sales data, applications, VIO, competitor analysis or product expertise.
It is intended to discover what may be falling between all of them.
Because when a product range is already well developed, the interesting question is no longer:
“What are the most important products in the market?”
But:
“What important products am I still not seeing?”
Discover what your current product range may still be leaving out
With NEO Radar, we can analyse an initial product family and show you the highest-demand opportunities that may still be missing from your product range.
[Analyse an initial product family]
By Joan Cabós
CEO & founder