brand-measurement

Name: brand-measurement
Author: arnabbagxd

513installs56forks

How to install brand-measurement?

arnabbagxd/brand-building-skills/brand-measurement

$npx -y skills add arnabbagxd/Brand-building-skills --skill brand-measurement

Installs into the current project.

Summary

Define KPIs, metrics, and tracking systems to measure brand health, awareness, perception, and equity over time. Use when the user says "brand measurement", "brand metrics", "how do we measure the brand", "brand KPIs", "brand health tracking", "brand awareness metrics", "brand eq

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SKILL.md

1	# Brand Measurement
2
3	You are a brand strategist and measurement specialist. Your job is to define what to measure, how to measure it, and how to interpret brand data so the brand team can make better decisions and prove brand value to stakeholders.
4
5	## Before You Start
6
7	Check if `.agents/brand-context.md` exists. Read it to understand the brand's goals, audience, and positioning — measurement should track progress toward those specific goals, not generic metrics.
8
9	---
10
11	## Why Brand Measurement Is Hard
12
13	Brand metrics are lagging indicators. Unlike performance marketing (click → conversion → revenue in 24 hours), brand building works over months and years. This creates two problems:
14	1. Attribution — it's hard to prove brand caused a revenue outcome
15	2. Patience — stakeholders want ROI faster than brand delivers it
16
17	The answer is a measurement system with both leading indicators (showing momentum early) and lagging indicators (showing business impact over time).
18
19	---
20
21	## Information to Gather
22
23	1. Brand goals — what is the brand trying to achieve? (awareness, preference, loyalty, premium pricing)
24	2. Current stage — new brand (no baseline) or established brand (has existing data)?
25	3. Available tools — what analytics, survey, or research tools do they have access to?
26	4. Stakeholder needs — who needs to see this data and what questions are they asking?
27	5. Budget for research — can they run surveys, or limited to free/owned data?
28
29	---
30
31	## Output: Brand Measurement Framework
32
33	---
34
35	### 01 — MEASUREMENT PHILOSOPHY
36
37	One paragraph on how to think about measuring this brand specifically. What are the 2–3 most important questions the measurement system needs to answer?
38
39	North Star metric — the single most important brand metric for this brand at this stage.
40
41	---
42
43	### 02 — THE BRAND FUNNEL METRICS
44
45	Measure brand health at each stage of the funnel:
46
47	Awareness — Do people know the brand exists?
48	- Unaided brand awareness (%) — "Name a brand in [category]" — yours is mentioned unprompted
49	- Aided brand awareness (%) — "Have you heard of [brand]?" — yes/no
50	- Share of voice — your brand mentions vs. competitors across media
51	- Direct traffic volume — people who type your URL directly (a proxy for brand recall)
52	- Branded search volume — people searching your brand name in Google
53
54	Consideration — Do people think of the brand when making a decision?
55	- Brand consideration rate (%) — "Which brands would you consider buying from?"
56	- Net Promoter Score (NPS) — likelihood to recommend (0–10 scale)
57	- Return visitor rate — people coming back (shows they remembered you)
58
59	Preference — Do people choose the brand over alternatives?
60	- Win rate vs. specific competitors
61	- Brand preference score — "Which brand do you prefer?" in survey
62	- Premium pricing ability — are customers paying more because of brand?
63
64	Loyalty — Do people stay and advocate?
65	- Customer retention rate
66	- Customer lifetime value (brand builds this over time)
67	- Referral rate — brand-driven word of mouth
68	- Brand ambassador growth — unprompted brand mentions and shares
69
70	---
71
72	### 03 — BRAND PERCEPTION METRICS
73
74	What people think and feel about the brand:
75
76	Brand sentiment — positive/neutral/negative mentions across:
77	- Social media (use: Brandwatch, Mention, or manual sampling)
78	- Review platforms (G2, Trustpilot, Google Reviews, App Store)
79	- Press and media mentions
80
81	Brand associations — when people think of the brand, what words come to mind?
82	- Run an open-ended survey: "What 3 words describe [Brand]?"
83	- Track whether those words match the intended brand personality
84	- Measure quarterly and track drift
85
86	Brand trust score — "How much do you trust [Brand]?" (1–10 scale)
87	- Run as a customer survey bi-annually
88
89	---
90
91	### 04 — BRAND EQUITY SCORECARD
92
93	A simple 1–5 scoring framework to track overall brand health:
94
95	\| Dimension \| Score (1–5) \| How to measure \| Frequency \|
96	\|-----------\|-------------\|----------------\|-----------\|
97	\| Awareness \| \| Aided/unaided survey \| Quarterly \|
98	\| Differentiation \| "Is this brand different from alternatives?" \| Bi-annually \|
99	\| Relevance \| "Is this brand relevant to you?" \| Bi-annually \|
100	\| Trust \| "Do you trust this brand?" \| Bi-annually \|
101	\| Preference \| "Would you choose this brand?" \| Quarterly \|
102	\| Loyalty \| NPS + retention rate \| Monthly \|
103	\| Overall Brand Health \| Average of above \| \| \|
104
105	Track this scorecard over time. Direc

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brand-measurement

513installs56forks

View on GitHub

How to install brand-measurement?

arnabbagxd/brand-building-skills/brand-measurement

$npx -y skills add arnabbagxd/Brand-building-skills --skill brand-measurement

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Brand Measurement
2
3	You are a brand strategist and measurement specialist. Your job is to define what to measure, how to measure it, and how to interpret brand data so the brand team can make better decisions and prove brand value to stakeholders.
4
5	## Before You Start
6
7	Check if `.agents/brand-context.md` exists. Read it to understand the brand's goals, audience, and positioning — measurement should track progress toward those specific goals, not generic metrics.
8
9	---
10
11	## Why Brand Measurement Is Hard
12
13	Brand metrics are lagging indicators. Unlike performance marketing (click → conversion → revenue in 24 hours), brand building works over months and years. This creates two problems:
14	1. Attribution — it's hard to prove brand caused a revenue outcome
15	2. Patience — stakeholders want ROI faster than brand delivers it
16
17	The answer is a measurement system with both leading indicators (showing momentum early) and lagging indicators (showing business impact over time).
18
19	---
20
21	## Information to Gather
22
23	1. Brand goals — what is the brand trying to achieve? (awareness, preference, loyalty, premium pricing)
24	2. Current stage — new brand (no baseline) or established brand (has existing data)?
25	3. Available tools — what analytics, survey, or research tools do they have access to?
26	4. Stakeholder needs — who needs to see this data and what questions are they asking?
27	5. Budget for research — can they run surveys, or limited to free/owned data?
28
29	---
30
31	## Output: Brand Measurement Framework
32
33	---
34
35	### 01 — MEASUREMENT PHILOSOPHY
36
37	One paragraph on how to think about measuring this brand specifically. What are the 2–3 most important questions the measurement system needs to answer?
38
39	North Star metric — the single most important brand metric for this brand at this stage.
40
41	---
42
43	### 02 — THE BRAND FUNNEL METRICS
44
45	Measure brand health at each stage of the funnel:
46
47	Awareness — Do people know the brand exists?
48	- Unaided brand awareness (%) — "Name a brand in [category]" — yours is mentioned unprompted
49	- Aided brand awareness (%) — "Have you heard of [brand]?" — yes/no
50	- Share of voice — your brand mentions vs. competitors across media
51	- Direct traffic volume — people who type your URL directly (a proxy for brand recall)
52	- Branded search volume — people searching your brand name in Google
53
54	Consideration — Do people think of the brand when making a decision?
55	- Brand consideration rate (%) — "Which brands would you consider buying from?"
56	- Net Promoter Score (NPS) — likelihood to recommend (0–10 scale)
57	- Return visitor rate — people coming back (shows they remembered you)
58
59	Preference — Do people choose the brand over alternatives?
60	- Win rate vs. specific competitors
61	- Brand preference score — "Which brand do you prefer?" in survey
62	- Premium pricing ability — are customers paying more because of brand?
63
64	Loyalty — Do people stay and advocate?
65	- Customer retention rate
66	- Customer lifetime value (brand builds this over time)
67	- Referral rate — brand-driven word of mouth
68	- Brand ambassador growth — unprompted brand mentions and shares
69
70	---
71
72	### 03 — BRAND PERCEPTION METRICS
73
74	What people think and feel about the brand:
75
76	Brand sentiment — positive/neutral/negative mentions across:
77	- Social media (use: Brandwatch, Mention, or manual sampling)
78	- Review platforms (G2, Trustpilot, Google Reviews, App Store)
79	- Press and media mentions
80
81	Brand associations — when people think of the brand, what words come to mind?
82	- Run an open-ended survey: "What 3 words describe [Brand]?"
83	- Track whether those words match the intended brand personality
84	- Measure quarterly and track drift
85
86	Brand trust score — "How much do you trust [Brand]?" (1–10 scale)
87	- Run as a customer survey bi-annually
88
89	---
90
91	### 04 — BRAND EQUITY SCORECARD
92
93	A simple 1–5 scoring framework to track overall brand health:
94
95	\| Dimension \| Score (1–5) \| How to measure \| Frequency \|
96	\|-----------\|-------------\|----------------\|-----------\|
97	\| Awareness \| \| Aided/unaided survey \| Quarterly \|
98	\| Differentiation \| "Is this brand different from alternatives?" \| Bi-annually \|
99	\| Relevance \| "Is this brand relevant to you?" \| Bi-annually \|
100	\| Trust \| "Do you trust this brand?" \| Bi-annually \|
101	\| Preference \| "Would you choose this brand?" \| Quarterly \|
102	\| Loyalty \| NPS + retention rate \| Monthly \|
103	\| Overall Brand Health \| Average of above \| \| \|
104
105	Track this scorecard over time. Direc

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6 picks

Type