A perfect store is a useful ambition, not a universal certification. It means that the conditions most important to the shopper and the brand are reliably present: the right products, in the right place, at the right price, with the agreed promotion and clear information. The standard changes by channel, category and retailer.
A store-health scorecard translates that ambition into observable measures. Done well, it makes discussions more factual and directs field effort to fixable gaps. Done poorly, it becomes a long survey and a contested percentage.
Start with five dimensions
| Dimension | Question to ask | Example evidence |
|---|---|---|
| Availability | Can the shopper find and buy the required product now? | Shelf presence for eligible SKUs |
| Assortment | Are the authorized products actually ranged? | Expected vs observed SKU list |
| Shelf execution | Are placement, facings, labels and planogram conditions correct? | Structured observations and shelf photos |
| Promotion | Are eligible displays, prices and materials live at the required time? | Campaign-specific checklist and evidence |
| Store service | Were issues resolved and commitments followed up? | Exception owner, status and verification |
A sixth dimension, such as freshness or food safety, may be essential for perishable categories. It should be added because it matters, not to make a dashboard look comprehensive.
Build the scorecard in the right order
1. Define the population. Which stores, categories, campaigns and products are eligible? A store with no obligation to stock a product must not automatically be marked out of stock.
2. Define the observation. Prefer a question with a verifiable answer: "Is the agreed promotional display installed?" is better than "Is the promotion good?"
3. Define the denominator. Is the unit a store, visit, SKU-store check, shelf meter or campaign requirement? These are not interchangeable.
4. Set not-applicable rules. A check that does not apply should leave both numerator and denominator. Record why it was excluded so that N/A does not become a way to conceal problems.
5. Separate components from the headline. Show the overall score alongside availability, planogram compliance and other components. A weighted total alone hides urgent exceptions.
6. Decide which failures override the score. For example, a serious safety or food-quality issue should trigger escalation regardless of the composite percentage.
A transparent example
Suppose a fictional program chooses the following weights (these are teaching examples, not industry standards): availability 35%, assortment 20%, shelf execution 20%, promotion 15% and issue resolution 10%. A store scores 80%, 90%, 70%, 100% and 50% respectively.
Its illustrative weighted total is (0.35 x 80) + (0.20 x 90) + (0.20 x 70) + (0.15 x 100) + (0.10 x 50) = 80%.
The 80% headline must not imply that every component passes. Here, issue resolution is only 50%, so a manager needs to inspect the underlying exceptions. More importantly, the same weighting should not be applied across different store formats without confirming that it measures comparable obligations.
Weighted scores and pass rates answer different questions
A pass rate is usually passed applicable checks divided by all applicable checks. A weighted score gives selected checks different importance. Both can be useful, and both can produce different results from the same visit. Label them clearly; never call the difference a data error without first comparing definitions.
If 18 of 24 applicable checks pass, the pass rate is 75%. If the six failures are low-weight checks, the weighted total may be higher; if they affect availability, it may be lower. Publish component performance beside the composite so the result remains interpretable.
Guard against score inflation
- Do not count missing observations as positive results.
- Keep the question and scoring versions used for each historical result.
- Monitor whether the share of N/A responses is rising.
- Review stores with suspiciously uniform perfect scores.
- Use selective field audits to check consistency across representatives.
- Avoid penalizing staff for problems outside their control; make the escalation route explicit.
Where FieldKo fits
Reps complete tasks and surveys and take photos during the visit, and the results are reported in Salesforce. You design the scorecard questions and weights around your own standards. FieldKo doesn't come with a fixed scorecard or thresholds.
See how FieldKo supports this →Practical checklist
Before approving a scorecard, ask: Could a new manager reproduce every number? Can they see what was excluded? Can a low score be assigned to a specific action owner? Would two competent field auditors answer the questions the same way?
Further reading
- NIQ: merchandising and assortment
- ECR Community: on-shelf availability
- Ipsos: retail auditing measures
Next: Build a KPI dictionary | Download the sample scorecard
Reviewed October 26, 2026. Examples, scores and thresholds are illustrative, not benchmarks. See the research and sources library for independent references.