benchmark-methodology skill

Benchmark Methodology

Use this skill to turn a scoped competitor set into comparable, defensible scores. Each competitor is assessed on the same nine dimensions, with explicit 1–5 rubrics, then captured in a uniform profile card. Consistency is the point: scores are only useful if the same evidence would earn the same number for any competitor.

When to Activate

• A scoped, tiered competitor set from competitive-platform-analysis is ready to score.
• Need comparable, evidence-anchored scores across competitors — not gut-feel rankings.
• Client's strategic tension (the paired axes defining their target white-space) has been established.
• Preparing to produce profile cards for assembly in competitive-report-structure.

Client positioning brief (establish first)

Before scoring, establish the client's positioning brief. It supplies:

intersection marks the client's target white-space. Dimension 9 is always the client's named tension; report both poles separately, never averaged.

• Strategic tension — the two axes (e.g., memorability × hireability) whose

dimensions matter most for the client's positioning argument.

• Differentiator — what makes the client's moat. This informs which

recommendations must not break this balance without flagging it.

• Brand balance — the intended mix of distinct strategic emphases. Strategic

Why these dimensions

The client competes on a specific tension held across two poles, not on service breadth. The dimensions are weighted to reflect that moat. Two dimensions — the tension poles — are scored separately and never averaged together, because the client's strategic question is precisely whether a rival achieves both simultaneously.

The nine dimensions (with weights)

Weights guide synthesis emphasis, not a single blended score (avoid a false composite — see Bias controls). Sum = 100%.

sharp, ownable, and instantly legible? Or generic?

1. Positioning clarity & distinctiveness (18%) — Is the studio's position

ownable register, or is it interchangeable agency-speak?

1. Brand voice / verbal distinctiveness (15%) — Does the copy have an

system; site as proof-of-craft.

1. Visual identity & site craft (15%) — Quality and ownership of the visual

sprints/audits) vs vague. Packaging maturity.

1. Service offer & packaging (12%) — Productized and legible (named

case-study depth. Proof beyond assertion.

1. Evidence & credibility (12%) — Named clients, quantified outcomes,

and hold SaaS/fintech/B2B/enterprise work (process, logos, scale, contracts).

1. Enterprise-readiness / commercial maturity (10%) — Signals they can land

newsletters, frameworks. Depth over volume.

1. Thought leadership / content presence (8%) — Owned POV: writing, talks,

legible? Productized vs bespoke vs opaque.

1. Pricing transparency & engagement model (5%) — Is pricing/engagement

report separately**) — Read the tension name and axis descriptions from the client's positioning brief. Plot both; the gap is the insight. The client's target quadrant is the single most important finding: who else is already there?

1. [Client's strategic tension] (5% as a flag; **score BOTH poles,

Scoring rubric (1–5, applies to dimensions 1–8)

Anchor every score to observable evidence. Generic descriptors below; adapt the specifics per dimension but keep the level meaning constant.

from a template. Active liability.

• 1 — Absent / generic. No discernible position or craft; indistinguishable

Wouldn't survive a side-by-side.

• 2 — Below par. Some intent but inconsistent, derivative, or unconvincing.

expectation, ownable by nobody.

• 3 — Competent / table-stakes. Solid, professional, unremarkable. Meets

would notice and cite.

• 4 — Strong / distinctive. Clearly above peers; a real strength a buyer

bar others react to.

• 5 — Category-defining. Best-in-class, ownable, hard to imitate. Sets the

Tension axes (dimension 9) — score each 1–5

Read the axis labels and their 1/3/5 anchors from the client's positioning brief. Example anchors for a memorability × credibility tension:

5: unforgettable, talked-about, distinctively owned.

• Memorability — 1: forgotten instantly · 3: recognizable in context ·

unexciting · 5: enterprise-trusted, obvious safe choice.

• Credibility — 1: feels risky/amateur · 3: safe, competent,

Plot competitors on the tension 2×2. The client's target quadrant is named in the positioning brief. Who else occupies that quadrant is the single most important finding of the benchmark.

How to collect the data

For each competitor, work the dimensions in this order (cheapest signal first):

posture, named clients, manifesto/POV. Screenshot the homepage + one case study.

1. Competitor's own site — positioning, voice, offer packaging, pricing

Distinguish asserted ("we delivered X") from proven (metrics, named, verifiable).

1. Case studies / work — evidence depth, quantified outcomes, client names.

→ credibility & enterprise-readiness (e.g. Clutch.co or the niche equivalent).