Brand Perception Mapping: brand perception map relative to competitors

What to do with the white space on the map

The empty area between brands is pleasing to the eye, but in 70% of cases, it is either a technically unfeasible position or a place where competitors were already and left. Before incorporating an entry into a 'free' niche into the strategy, it is worth answering three questions.

• Segment size. How many consumers really want such a combination of attributes — based on survey data or sales of related categories, not on intuition of the team.
• Willingness to pay. Willingness to pay is verified through van Westendorp or a simple price experiment — otherwise, the position of 'cheap and premium' will remain a beautiful point without revenue.
• Entry barriers. According to Porter's logic — do existing players have contracts, patents, access to distribution channels, which would make replicating the position impossible even with demand present.

If at least one of the three points is not confirmed by figures, the white space remains empty not because nobody noticed it, but because it does not make economic sense to go there.

How to choose axes, not to substitute personal preferences

The most common methodological mistake is that the map axes reflect internal company priorities («we are proud of our production»), not the criteria by which consumers actually choose. To check this, each axis must pass four tests simultaneously:

1. Important for the target segment — not for the product department.
2. Discriminates competitors — if all brands cluster in one point, the axis is useless.
3. Does not correlate with the other axis — otherwise, the map shows the same variable twice.
4. Actionable — changes in product or communication can be realistically planned along the axis.

There are two approaches to building axes. The compositional approach — when the axes are predetermined (for example, 'price' and 'reliability') — is easier to read for the client, but risks not matching the actual picture of perception. The decompositional approach, where the axes are extracted from the data through PCA or MDS, more accurately reflects how consumers actually group brands in their minds, but requires more complex interpretation of the results for the marketing team.

One important point that is often overlooked: one map for the entire audience is already a distortion. Men and women, newcomers and experienced users of the category often use different selection criteria, and an averaged map blurs real perception clusters. For B2B and premium categories, different maps by segments — not a luxury, but a necessary condition for correct inference.

Perception map and positioning map — why both are needed

These are different tools, and confusing them is the second most frequent error after incorrect axes.

The value lies in what happens at the intersection of the two maps. The gap between how the brand is perceived now and where it wants to go — this is the strategic work: either a communication gap, which is closed by content and media, or a product gap, which cannot be closed by content at all. Building one map without the second is working only with half the task.

MDS versus semantic differential: what to choose

The method traces back to the semantic differential — a technique borrowed from psychiatric practice for measuring subjective evaluations. That is why the perception map shows the consumer's personal opinion, not the objective product characteristics, and this must be kept in mind at every stage of analysis.

Practical guideline: if the number of attributes in the questionnaire exceeds 15, the quality of analysis declines — respondents begin to answer mechanically, and the data lose discriminative power. It is better to reduce the list to key selection criteria than to chase completeness.

Substitution of perception with technical specifications

A classic trap — filling the map with product passport data instead of consumer opinion. Toyota may not lag behind premium brands in objective technical indicators, but in the perception of mass consumers it stands in the square of 'qualitatively and affordably', while Mercedes — in the square of 'expensive and reliable'. These are different things: technical benchmarking measures the product, while the perception map measures the opinion about the product, and mixing them up means drawing a beautiful map that does not describe real customer behavior on the shelf or in the showroom.

It is easy to check oneself: if the axis of the map can be measured with a ruler or technical test (engine power, metal thickness, composition), this is not a perception axis, but a specification. It may influence perception, but by itself it is not perception.

When the map becomes outdated

Perception is not static — it shifts after each major competitor launch, rebranding, or change in pricing policy in the category. Using a map built a year ago for strategic decisions today is risky: the market may have changed the balance of forces more than it seems from internal sales reports. The working rhythm — recalculation once a quarter or immediately after significant movements by key competitors — otherwise the tool turns from analytical to archival.