Two Different Problems: Why the PIM Decision Looks Nothing Alike for Manufacturers and Distributors

Article One of Four — The B2B Ecommerce Association White Paper Series on PIM Innovation

Manufacturers and distributors both say their product data isn’t good enough. Both say digital initiatives keep stalling for the same reason. The symptoms are identical. The causes are not, and buying a solution designed for the wrong problem is the most expensive mistake in B2B digital commerce.

Ask a manufacturer and a distributor to describe their product data problem and you will hear remarkably similar language. The data is incomplete. The teams spend too much time cleaning it. Customers can’t find what they need. Projects stall at the content phase.

The surface resemblance is strong enough that most PIM vendors pitch a single story to both audiences, most implementation partners apply the same methodology regardless of which side of the divide their client is on, and most buyers walk into a PIM evaluation without a clear diagnosis of which problem they are actually trying to solve.

That last part is the most expensive mistake in B2B digital commerce. Buy a solution designed for the wrong problem and you do not just fail to solve it. You invest significant time, money, and organizational capital in something that was never going to work, and then have to explain to leadership why you need to do it again.

The Excavation Problem: What Manufacturers Are Actually Facing

In 1911, Hiram Bingham III didn’t wander into the Peruvian Andes and stumble across Machu Picchu. He planned an expedition. He knew something significant was up there, but the challenge was not proving the site existed. The challenge was surfacing what was actually there, mapping it with precision, and expressing it in a form the outside world could understand and use.

A manufacturer’s product data problem is that description rendered precisely. The knowledge exists. It lives in engineering documentation, in CAD files, in legacy ERP systems, in the institutional memory of a senior engineer who has been with the company for thirty years. The knowledge is real, it is deep, and in many cases it is genuinely differentiating.

The problem is that none of it was ever organized for external consumption. It was never structured to feed a digital channel, answer a customer’s search query, or populate a distributor’s attribute requirements. The knowledge exists somewhere in the organization’s equivalent of the Peruvian highlands. The digital opportunity requires an expedition to find it, map it, and consolidate it into a structured source of truth.

The Core Manufacturer Challenge

The primary manufacturer PIM problem is upstream of syndication. Before you can deliver structured product content to any channel partner, you have to have structured product content to deliver. Most PIM vendor pitches skip this entirely and lead with the syndication dashboard.

Most manufacturers enter a PIM evaluation thinking they have a syndication problem. A large distributor has started putting requirements on the data they receive. The manufacturer needs to deliver content in different formats to different channel partners. That is a real problem and worth solving. It is not the primary problem.

The moment a manufacturer begins implementing a PIM to solve a channel formatting challenge, they encounter the thing nobody warned them about: before you can syndicate structured product content to anyone, you have to have structured product content to syndicate.

The Translation Problem: What Distributors Are Actually Facing

A distributor’s incoming data situation is genuinely staggering. Hundreds of suppliers, each sending product information in their own format, using their own terminology, organized according to their own logic. One supplier calls it “pipe diameter.” Another calls it “nominal size.” A third sends a part number and a PDF. The distributor’s job is to take all of that and express it in one consistent language across hundreds of thousands of SKUs.

That is the translation problem, and it is both real and genuinely hard. Getting it right is the prerequisite for everything else a distributor wants to do digitally. Search doesn’t work. Navigation doesn’t work. Personalization doesn’t work. All of it depends on product data that has been normalized into a consistent, structured form.

But here is the part most distributors stop short of: every competitor carrying the same product lines from the same manufacturers received the same source data. Normalization gets everyone to the same starting line. It does not determine who wins the race.

Manufacturers vs. Distributors: PIM Challenges & Needs

The Manufacturer Problem

Product knowledge exists deep inside the organization but has never been structured for digital use. Engineering archives, legacy ERPs, CAD files, institutional memory. The challenge is excavation: find it, extract it, validate it, and build a source of truth.

Primary need: Content discovery and knowledge consolidation.

The Distributor Problem

Incoming supplier data is heterogeneous, inconsistent, and formatted for nobody in particular. The first challenge is normalization. The second, and more valuable, challenge is building a content voice on top of that normalized foundation that competitors cannot replicate.

Primary need: Translation infrastructure plus content authorship at scale.

Why Getting the Diagnosis Wrong Is So Costly

The two problems require different things from a platform, different implementation approaches, different internal ownership models, and different definitions of what success looks like.

A manufacturer who evaluates a PIM using distributor criteria, focusing on how well it normalizes incoming supplier data and how flexible the taxonomy is, will end up with a platform optimized for a problem they do not have. It may help with channel formatting. It will not solve the excavation problem that is actually blocking their digital program.

A distributor who treats normalization as the finish line will reach consistency and then wonder why the digital experience still is not performing the way they expected. Because consistent data is table stakes, and their competitors have it too.

“The distributor who invests in a PIM and stops at normalization has built the foundation. They haven’t built the house.”B2B Ecommerce Association, PIM Innovation Series

What the Market Has Gotten Wrong

PIM vendors have not helped. The dominant go-to-market approach in this industry is a single pitch, a single demo environment, a single narrative that conflates the manufacturer and distributor use cases. The demo almost always assumes the translation problem is the one being solved. The sample catalog is messy incoming data that gets normalized and syndicated. That story is built for a distributor, and even then it addresses only the normalization half of the distributor’s problem.

When a manufacturer sits through that demo, they are watching a solution to someone else’s challenge and trying to figure out where they fit. The mental translation work required to map what they are seeing onto their own situation introduces doubt, and doubt is the enemy of a deal, and more importantly, the enemy of a well-matched implementation.

The buyers who navigate this most successfully are the ones who walk into vendor evaluations already knowing which problem they are trying to solve. They know what questions to ask. They know which parts of the demo are relevant to their situation and which parts are designed for the other audience.

Starting With the Right Question

Before the RFP, before the demo, before the shortlist, correctly identifying which puzzle your organization is actually trying to solve is the decision that determines whether every subsequent investment moves you forward or leaves you running the same cleanup project on a three-year cycle.

The diagnostic question is not “do we have a product data problem?” Both audiences do. The diagnostic question is: where does our product knowledge actually live right now, and what is standing between that knowledge and a digital channel that can use it?

For a manufacturer, the honest answer almost always points to excavation: the knowledge is inside the organization but has never been structured for external consumption. For a distributor, the honest answer almost always points to two sequential challenges: normalizing what comes in, and then building something on top of it that only that distributor can build.

Those are different expeditions. They require different maps, different teams, and different definitions of the destination. The platforms that serve them best were designed with those differences in mind. Knowing which one you are evaluating before you start is the most valuable preparation any B2B organization can do before entering a PIM selection process.

The Diagnosis Comes First

The PIM market has made it easy to conflate two problems that look similar from a distance and require genuinely different solutions up close. The manufacturer excavating decades of product knowledge from internal systems is not doing the same work as the distributor normalizing supplier feeds from 300 vendors, and neither of them is doing the same work as the distributor who has moved past normalization and is building a content voice that competitors cannot replicate. Clarity about which problem your organization has is not a preliminary to the real work. It is the real work. Everything that follows, platform selection, implementation methodology, organizational ownership, depends on getting that answer right before anything else is decided.