Mavraa Intelligence / D2C field system

Know what
creates pull.

Assess your brand. Compare its signals. Decode the category. Apply one sharper decision at a time.

Four instruments / One compounding point of view
01 / DiagnoseFree · 2 minutes

Find where your brand
leaks momentum.

Eight honest questions score clarity, distinctiveness, conversion and compounding—without an email wall.

Take the Brand Pull diagnostic →
02 / CompareAnonymous · Quarterly

Read your
peer signal.

Compare Brand Pull scores by D2C category and stage. Small cohorts remain private until the evidence is useful.

Explore the D2C benchmark →
03 / DecodeSix issues

Why this brand
works.

Independent teardowns examine positioning, product, expression, conversion and retention—then isolate the choice worth borrowing.

Open the teardown library →
04 / ApplyFounder memo

Pull,
Not Push.

One teardown, one uncomfortable truth and one useful move for founders building brands customers choose without being chased.

Read and join the memo →
Brand Pull dimensions / Framework specimen

Make the invisible
comparable.

A Brand Pull profile does not declare a “good” or “bad” brand. It makes the pattern visible across clarity, distinctiveness, consistency and compounding so the next question becomes sharper.

Generate your own profile →
Illustrative profile / not cohort data
The intelligence loop

Insight should
compound.

A diagnostic becomes a cohort signal. The cohort reveals a recurring friction. Editorial work explains the pattern. The memo turns it into a decision founders can use.

01Assess

Locate the weakest Brand Pull dimension.

02Compare

Read the signal against a relevant cohort.

03Interpret

Understand the strategic choice behind the number.

04Apply

Make one decision and return with better evidence.

Current field status / Privacy threshold10responses required before any category-stage cohort becomes public
The evidence rule

No theatre.
No invented certainty.

Benchmark contributions contain no founder name, email or company. Scores are directional self-assessments, cohort results are thresholded, and commercial case claims remain separate from editorial observations.

Read the benchmark methodology →
Quarterly field report / Framework

From anonymous signals
to a publishable point of view.

01Minimum cohort

Ten eligible responses in the same category and stage before any comparison appears.

02Signal, not ranking

Average and dimension patterns are framed as directional evidence—not a league table.

03One decision

Each quarterly report ends with a practical implication founders can test.

Explore the live cohort system →
Questions, answered plainly

Before you
decide.

Is the Brand Pull score an audited business metric?

No. It is a directional founder self-assessment designed to expose sharper questions. It should be read alongside customer, commercial and behavioural evidence.

Can anyone identify my company in the benchmark?

No company, founder or email is stored with a contribution. Results appear only as grouped category-and-stage aggregates after the privacy threshold is reached.

How often is the benchmark updated?

Scores are grouped by calendar quarter. Public comparisons update as eligible anonymous contributions enter a cohort.

Are the brand teardowns sponsored?

No. They are independent strategic commentary based on publicly visible touchpoints, with any material relationship disclosed if that changes.

Start with your own signal

Before more activity,
find the real friction.

Two minutes, eight questions and a practical next move—then compare anonymously if you choose.

Take the Brand Pull diagnostic →