Mavraa intelligence / Quarterly

The D2C
Brand Pull Benchmark.

A privacy-safe view of how consumer brands at a similar category and stage score across clarity, distinctiveness, conversion and compounding.

01 / AnonymousNo company-level dataset.

No name, email, brand or raw IP is attached to a score. Mavraa stores only grouped diagnostic signals.

02 / ThresholdedSmall cohorts stay private.

A comparison appears only after ten responses exist for that exact category and stage.

03 / DirectionalUseful, not absolute.

Scores are founder self-assessments. They reveal patterns and better questions—not audited business performance.

Current quarter

Find your
peer signal.

Choose a cohort to see whether a public baseline exists. To compare your own brand, take the diagnostic and opt in after the result.

Take the free diagnostic →
Choose a cohort.Only aggregate data above the privacy threshold will appear.
What becomes proprietary

One diagnostic.
Four authority assets.

The benchmark is not a decorative score counter. It creates a repeatable evidence loop while keeping founders’ data private.

01 / Compare

Founder context

A founder sees where their self-assessed brand strength sits relative to a relevant peer cohort.

02 / Learn

Lead intelligence

Aggregate patterns show Mavraa which constraints are appearing by category and stage—without identifying any company.

03 / Publish

Quarterly insight

Only thresholded aggregates become a quarterly field note: the strongest signal, the recurring leak and the decision it implies.

04 / Compound

Editorial system

Each release becomes a Pull, Not Push memo, a LinkedIn carousel and a sharper question for the next teardown.

Build the baseline

Two minutes. No email wall.
One honest score.

Take the diagnostic first. Contributing to the anonymised benchmark remains entirely optional.

Take the Brand Pull diagnostic →