PIM SelectionThe independent guide to choosing a PIM

PIM demo scorecard: weights, a 0 to 4 scale and scoring sheets

The PIM demo scorecard scores each scenario on a 0 to 4 scale with written anchors, weights each scenario by the priority of the requirements it tests, and rolls the results up into four domains: data model and quality, process and governance, integration and syndication, and platform and vendor. Every scorer scores individually, with a reason, before discussion.

How does the PIM demo scorecard work?

The scorecard has three layers: a 0 to 4 score per scenario, a weight per scenario taken from requirement priority, and a roll-up into four domains. It turns half a day of demo per vendor into a comparison the board can audit.

The scorecard belongs to the scenario-based demos step in weeks 8 and 9 of the 12-week PIM selection process. It assumes you have validated, prioritised requirements and a script of 8 to 12 scenarios, for example from the Demo Theatre scenario library.

Four rules apply throughout:

  1. Every scorer scores each scenario immediately, individually and before discussion.
  2. Every score has a one-line reason based on what the scorer saw.
  3. Scorers score only the scenarios in their area.
  4. Knock-out requirements are marked before the demos, never after.

Copy the tables below into a spreadsheet. Each vendor gets its own copy of the scoring sheet, and the roll-up compares them side by side.

The 0 to 4 scoring scale

Use five points with a written anchor for each, so every scorer applies the same meaning. The anchors focus on what the vendor showed live, and on who could do it.

Score Label Anchor
0 Not shown or failed Scenario skipped, not completed in time, or the result failed the pass criteria
1 Shown with major gaps Partly shown; key pass criteria missed, or shown only on vendor data or slides
2 Shown with workarounds Pass criteria met through workarounds, custom code, an add-on or a partner extension
3 Passed with technical configuration All pass criteria met live; configuration needed a technical administrator or partner
4 Passed with standard configuration All pass criteria met live on the buyer's data; a trained business user could do it

Score what you saw. A promise to show it later scores as not shown. If a vendor completes the scenario in a follow-up session, rescore it then and note the date.

How are weights linked to requirement priority?

Each scenario's weight is the sum of the weight points of the requirements it tests, so business priority drives the ranking. This prevents an impressive extra from outweighing a failed core capability.

Requirement priority Weight points per requirement Knock-out possible
Must have 5 Yes, when marked before the demos
Should have 3 No
Could have 1 No

An illustrative example: a scenario linked to two must-haves and one should-have has a weight of 5 + 5 + 3 = 13. A scenario linked to two could-haves has a weight of 2.

The weighted score per scenario is the score multiplied by the weight. The maximum per scenario is 4 times the weight. The requirements prioritisation page explains how to set priorities that hold up.

Knock-out rule: if a vendor scores 0 or 1 on a scenario linked to a knock-out requirement, the vendor leaves the shortlist, whatever its total.

Scenario scoring sheet

Fill in one row per scenario per scorer, during the session, and consolidate after each vendor. The sheet below is the template for one vendor.

Scenario ID Scenario Requirement IDs Weight Knock-out (yes/no) Scorer Score (0 to 4) Reason (one line)
SC-01 Onboard 5,000 supplier SKUs and classify DM-022, DM-036, DM-045, IN-027
SC-04 Variant family with 40 sizes and colours DM-012, DM-013, DM-014, DM-015
SC-16 Capture PPWR packaging attributes DM-034, DM-055, PR-023
SC-28 Bulk-edit 10,000 products in under 60 seconds PR-016, PL-021, PL-023
...

After each vendor, the selection lead consolidates:

Scenario ID Weight Scores per scorer Consolidated score (0 to 4) Weighted score Maximum Note on disagreement
SC-01

Use the median of the individual scores as the consolidated score. When scores differ by two points or more, discuss the evidence and record any change with a reason.

Domain roll-up and vendor comparison

Roll weighted scores up into the four PIMvendors domains, so the comparison shows where each vendor is strong or weak. A single total hides that a vendor may lead on integration and trail on the data model.

Assign each scenario to the domain of its main requirement. Then sum per domain:

Domain Weighted score (points) Maximum (points) Score (percent of maximum)
Data model and quality (DM)
Process and governance (PR)
Integration and syndication (IN)
Platform and vendor (PL)
Total

Compare vendors side by side:

Vendor DM (percent) PR (percent) IN (percent) PL (percent) Total (percent) Knock-out failed (yes/no) Red flags open (count)
Vendor A
Vendor B
Vendor C

Add the count of unresolved red flags from the Red Flag Register. Scores measure capability, and red flags capture behaviour around it.

Combining the demo with the RFP, references and proof of concept

The demo carries the largest share of the evaluation because it is evidence on your own data, and the other components confirm or adjust it. Agree the weights before the RFP goes out.

Component Weight (percent, estimate) Applies to
Scenario demos 60 to 70 All shortlisted vendors
RFP responses 30 to 40 All shortlisted vendors
Reference checks Confirm or adjust Top 2
Proof of concept Confirm or adjust Top 2, when run
Commercial terms Separate total cost comparison Top 2

Keep cost separate from the quality score. Mixing price into the weighted total lets a cheap offer hide a weak fit. Compare total cost of ownership side by side with the quality ranking, and decide on both in week 12.

A score without a reason is an opinion. Ask every scorer for one line of evidence, and the debate after the demo gets shorter and better.

Stephan SpijkersCo-founder, PIMvendors.com

Want a second pair of eyes on your selection?

PIM Selection is published by PIMvendors.com, which runs scenario-based PIM selections for European manufacturers, distributors and brands. A 30-minute call is enough to see whether that helps.

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Frequently asked questions

Why use a 0 to 4 scale for PIM demos?

A 0 to 4 scale for PIM demos gives five clearly different outcomes, from not shown to passed with standard configuration by a business user. Each point has a written anchor, so scorers apply the same meaning. The scale has no neutral middle that invites fence-sitting, as a score of 2 means a specific partial result. Larger scales add false precision without better evidence.

How should demo scores be weighted?

Weight each demo scenario by the priority of the requirements it tests. Must-have requirements carry the most weight points, should-haves fewer, and could-haves the least. The scenario weight is the sum of the weights of its linked requirements. A failed must-have scenario then outweighs several polished extras, which keeps the ranking aligned with business priorities.

Should a single failed scenario eliminate a PIM vendor?

A single failed scenario should eliminate a PIM vendor only when it tests a knock-out requirement, defined before the demos. Mark those requirements in advance. If a vendor scores 0 or 1 on a knock-out scenario, the vendor leaves the shortlist regardless of its total. Other failed scenarios lower the weighted score and become topics for the proof of concept or negotiation.

How do we combine demo scores with RFP scores?

Combine demo scores with RFP scores in a weighted evaluation where the scenario demos carry the larger share, because they are evidence on the buyer's own data. A common split gives the demos 60 to 70 percent and the RFP 30 to 40 percent (PIMvendors estimate). References and the proof of concept then confirm or adjust the ranking of the top 2.

Sources and method

How this page was made: drafted by the PIM Selection editors from the sources listed, checked against the PIMvendors selection method, and signed off by a named expert. Editorial policy.

Cite this page

PIM Selection (2026). PIM demo scorecard: weights, a 0 to 4 scale and scoring sheets. PIMvendors.com. https://pimselection.com/process/demo-scorecard/ (version 2026-10-14).