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Strategic Tools · 8 min read

Feature matrix: your features against the competition

Feature by feature, a score for you and for each competitor: how to build the matrix without cheating, and how to read defensible advantages, critical gaps and parity from it.

Updated October 6, 2026 · MAPS editorial team
In brief

A feature matrix puts the features that matter to the customer in rows and your product and your competitors’ in columns, with a score for each and the reason behind it. It shows you the defensible advantages, the critical gaps and the features where you’re at parity, and from there you decide development and communication priorities.

What it’s for

  • Product development — which gaps to close first.
  • Communication — which advantages to lean on, because they’re real and hard to copy.
  • Pricing — whether they justify a premium, or you’re at parity and price has to stay with the market.
  • Sales — the basis for a battlecard to handle objections.

How to build it

1. Pick the right competitors

The ones the customer actually compares you with, not the most famous ones. Two to four are enough to read the matrix.

2. Pick features from the customer’s side

Group them by category. Include the ones where you’re weak: a matrix of strengths only won’t help you decide anything. The features competitors list on their own websites are a good starting point.

3. Score on a scale, with the reason

A 1-to-5 scale is enough. Next to each score, the reason: a score with no rationale can’t be discussed or corrected.

4. Read the three zones

Advantages: you’re ahead on features that matter. Gaps: you’re behind, and the severity has to be assessed — a gap on an essential feature weighs more than ten on nice-to-haves. Parity: you don’t win there, you avoid losing.

5. Priorities come out of it

What to close, what to defend, what to communicate. If the matrix doesn’t change any decision, it was too generic.

An example. “Notamare,” a fictional app for booking sailing lessons, compares itself with two competitors. Advantage: integrated weather with cancellation alerts (5 vs 2 and 3). Critical gap: no installment payments (1 vs 4 and 4), on a feature customers mention often. Parity on instructor choice. Priorities: close the payment gap, and communicate the weather feature.

The most common mistakes

  • Features chosen to win. The matrix becomes promotional material, not analysis.
  • Yes/no instead of a score. Two products can have the same feature done very differently.
  • All features weigh the same. Gaps and advantages have to be read by their importance to the customer.
  • Stale competitor data. Features change: the matrix needs updating.
How MAPS does it

In MAPS, the Feature Matrix is the second step of “From Idea to Campaign” and opens pre-filled with the concept from the Product Canvas. You choose the competitors and the features to compare: MAPS can suggest them, or search online for the ones competitors list. Each feature gets a score from 1 to 5 for you and for each of them, with the reason. Out come the defensible advantages, the critical gaps with their severity, the features where you’re at parity, and the priorities. The matrix then passes to the Pricing Strategy, which reads it to build the price.

Competitive advantages, critical gaps, parity

Frequently asked questions

How many features should go into a feature matrix?

The ones the customer uses to choose, grouped by category: usually between ten and thirty. Beyond that, the matrix becomes unreadable.

Yes/no or a score?

A score, for example from 1 to 5, with the reason: two products can have the same feature done in very different ways.

What’s the difference between a feature matrix and a positioning map?

The feature matrix compares concrete features; the positioning map compares perceptions on two axes. The first guides the product, the second the positioning.

Written by the MAPS editorial team with the help of AI, checked and reviewed by the team.

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