A merchandiser reports that the product is in stock and the display is up. The sales manager reads the report and marks the outlet as compliant. The category manager looks at the same outlet and sees a handful of facings on the bottom shelf, beside a competitor’s wall of stock. Each reading is accurate, and none of them is the full picture.

That gap, between recording observations and understanding execution, is where retail execution intelligence matters. It is not the collection of shelf data. It is the interpretation of shelf-level evidence: what each indicator shows, what it leaves out, and what the indicators say when read together.

Product availability: is the product there?

Availability is the foundation of FMCG retail execution. If the product is absent, nothing else about the shelf matters, which makes it the first check for any outlet.

It tells teams whether a product is present in an outlet at the time of observation, and across many outlets it shows where gaps recur. What it cannot show is how the product is presented. A single carton at the back of a bottom shelf and a well-faced bay both count as “available”. It also does not explain why a gap exists. The cause could be an ordering failure, a delivery delay or a stockroom that was never replenished.

Share of shelf: how visible is the brand?

Share of shelf places a brand’s presence against everything around it. It indicates how much of the category space the brand holds relative to competing products, which helps merchandising teams judge representation across outlets and chains.

Its limits matter. A strong share says nothing about whether the right products occupy that space, and a weak share may reflect a smaller outlet, a crowded category or a store layout, not poor execution. It also does not establish what shoppers choose. Treat it as context for brand representation, not as a verdict on preference or sales.

Planogram compliance: does the shelf match the standard?

Planogram compliance compares the actual arrangement with the agreed merchandising requirement: product positions, sequence and facings. It is the clearest measure of whether standards are being followed.

On its own it can flatter a shelf. A shelf can follow the planogram exactly while several slots sit empty, because compliance describes the arrangement of what is there. It also shows nothing about how the brand compares with competitors. That is why it should be read alongside availability and share of shelf.

Promotional display visibility: is the campaign seen?

Promotional displays and materials are the most visible part of in-store execution. Observing them shows whether a display is present, whether it is noticeable and whether it carries the intended products.

The signal is narrow, though. A display can be present but partly obscured, positioned away from shopper traffic or built from the wrong assortment. Presence alone is a weak indicator, and it tells a team little about whether the display is doing its job on the shelf.

Reading retail execution intelligence as a whole

Each indicator answers one question. Execution quality emerges from how the answers relate. The scenarios below are illustrative, not drawn from any customer or dataset.

Scenario one: available, but barely visible

Observed: The product is available. Share of shelf is low. Planogram compliance is high.

What teams can reasonably conclude: The product is stocked and placed as agreed, so the constraint is probably the space allocated. The issue may sit in the planogram itself, not in field execution.

What remains uncertain: Whether the space reflects the outlet’s size or a negotiation outcome. A review of the agreed standard and a comparison with similar outlets would help.

Scenario two: compliant arrangement, gaps in stock

Observed: Planogram compliance is high. Several listed products are unavailable.

What teams can reasonably conclude: The merchandiser followed the layout, but the supply side has not kept pace.

What remains uncertain: Whether the gap is a supply, ordering or replenishment issue. This calls for a check with the distributor or the outlet’s ordering records, not a merchandising correction.

Scenario three: display in place, shelf neglected

Observed: A promotional display is visible. The core shelf is poorly stocked and non-compliant.

What teams can reasonably conclude: Effort has gone into the display at the expense of the standing range.

What remains uncertain: Whether this was a deliberate trade-off by the outlet or a gap in follow-through. A short conversation with the field team will clarify it.

In each case, a single metric would have pointed in the wrong direction or nowhere at all. None of the combinations proves a cause, and none proves an effect on sales. They narrow the questions, which is the purpose of interpretation.

From shelf observations to better execution oversight

Read together, the four indicators support more consistent oversight in several practical ways:

• Outlet comparisons. Teams can compare like with like across territories and channels, separating outlets that are genuinely underperforming from those constrained by format or space.
• Field follow-up. Visits can be directed to the specific problem, whether stock, layout or visibility, rather than a general “fix the shelf”.
• Merchandising reviews. Patterns across indicators show whether an issue lies in the standard, its execution or the supply behind it.
• Monitoring over time. A consistent set of indicators makes it easier to see whether execution is stable, improving or drifting.

Seeing the full execution picture

Retail execution intelligence asks more of FMCG teams than counting what is on a shelf. It asks them to understand how availability, share of shelf, planogram compliance and promotional display visibility qualify one another, and to resist drawing conclusions from any one of them.

This is the area EVA Vision supports. According to Solutech’s published information, it identifies products, facings and gaps from shelf photos, supports share of shelf reporting, flags planogram or display non-compliance and allows performance to be benchmarked by region, category or store. For teams who want to see how these indicators can be brought together, explore EVA Vision.