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skillsfoundationcontent-performance-scoring
Foundation

content-performance-scoring

Score content quality before and after publishing using multi-dimensional framework. Covers SEO, readability, engagement prediction, and brand voice alignment

content scorequality scorepre-publish checklistcontent auditSEO scorereadability check.

Content Performance Scoring

Systematically evaluate content quality before and after publishing using a multi-dimensional scoring framework.

Why Score Content?

  • Pre-publish: Catch quality issues before going live
  • Post-publish: Diagnose why content underperforms
  • Benchmarking: Compare content pieces objectively
  • Optimization: Focus improvements where they matter most

The Four Dimensions

Every piece of content is scored across four dimensions, each on a 1-10 scale:

  1. SEO Score — Will it rank and drive organic traffic?
  2. Readability Score — Can your audience easily consume it?
  3. Engagement Score — Will readers take action?
  4. Brand Voice Score — Does it sound like you?

Overall Score: Average of all four dimensions (1-10 scale)


Dimension 1: SEO Score (1-10)

Scoring Criteria

10/10 — SEO Excellent:

  • Primary keyword in title, H1, first paragraph, and meta description
  • 2-3% keyword density (natural, not stuffed)
  • 3+ internal links to related content
  • 1-2 external links to authoritative sources
  • Meta description 150-160 characters, compelling
  • URL slug includes primary keyword
  • Image alt text includes keywords
  • Core Web Vitals: LCP <2.5s, FID <100ms, CLS <0.1
  • Mobile-friendly (responsive design)
  • Schema markup implemented

7-8/10 — SEO Good:

  • Primary keyword in title and H1
  • 1-2% keyword density
  • 1-2 internal links
  • Meta description present but not optimized
  • Core Web Vitals acceptable (LCP <4s)
  • Mobile-friendly

4-6/10 — SEO Mediocre:

  • Primary keyword in title only
  • Low keyword density (<1%)
  • No internal links or 1 generic link
  • Generic or missing meta description
  • Slow load times (LCP >4s)

1-3/10 — SEO Poor:

  • No clear primary keyword
  • No meta description
  • No internal links
  • Slow page speed (LCP >6s)
  • Not mobile-friendly

Tools to Use

  • Clearscope / Surfer SEO: Content optimization score, keyword density, related terms
  • Google PageSpeed Insights: Core Web Vitals
  • Yoast SEO / Rank Math: On-page SEO checklist
  • Ahrefs / SEMrush: Keyword difficulty, search volume

Example Calculation

Article: "How to Choose Project Management Software"

  • ✅ Keyword "project management software" in title, H1, intro (3 pts)
  • ✅ 2.1% keyword density (2 pts)
  • ✅ 4 internal links to related PM articles (2 pts)
  • ✅ Meta description optimized (1 pt)
  • ⚠️ LCP 3.2s (acceptable but not great) (1.5 pts)
  • ✅ Mobile responsive (0.5 pts)

SEO Score: 10/10


Dimension 2: Readability Score (1-10)

Scoring Criteria

10/10 — Highly Readable:

  • Flesch Reading Ease: 60-70 (standard)
  • Average sentence length: 12-18 words
  • Average paragraph length: 2-4 sentences
  • Passive voice: <10%
  • Transition words: 30%+
  • Subheadings every 200-300 words
  • Bullet points / lists used liberally
  • Bold/italic for emphasis (not overused)

7-8/10 — Good Readability:

  • Flesch Reading Ease: 50-60 or 70-80
  • Average sentence length: 18-22 words
  • Passive voice: 10-15%
  • Subheadings every 300-400 words
  • Some lists/bullets

4-6/10 — Mediocre Readability:

  • Flesch Reading Ease: 40-50 or 80-90
  • Average sentence length: 22-28 words
  • Passive voice: 15-20%
  • Subheadings sparse (>400 words apart)
  • Few lists/bullets

1-3/10 — Poor Readability:

  • Flesch Reading Ease: <40 (very difficult) or >90 (too simple)
  • Average sentence length: >28 words
  • Passive voice: >20%
  • No subheadings or very few
  • Dense paragraphs (>6 sentences)

Tools to Use

  • Hemingway App: Readability grade, passive voice %, sentence complexity
  • Grammarly: Readability score, tone detection
  • Readable.com: Flesch-Kincaid, Gunning Fog, SMOG index
  • Yoast SEO: Flesch Reading Ease built-in

Example Calculation

Article: "How to Choose Project Management Software"

  • ✅ Flesch Reading Ease: 65 (3 pts)
  • ✅ Avg sentence length: 15 words (2 pts)
  • ✅ Avg paragraph: 3 sentences (2 pts)
  • ✅ Passive voice: 8% (1 pt)
  • ✅ Subheadings every 250 words (1 pt)
  • ✅ 6 bullet lists throughout (1 pt)

Readability Score: 10/10


Dimension 3: Engagement Score (1-10)

Scoring Criteria

10/10 — Highly Engaging:

  • Headline: CoSchedule score 70+ (power words, emotional impact, clarity)
  • Hook (first 100 words): Addresses pain point or promises specific benefit
  • Structure: Clear progression (problem → solution → action)
  • Examples: 2+ specific, real-world examples
  • Visuals: 1 image/graphic per 300 words
  • CTAs: 2-3 clear, contextual calls-to-action
  • Scannable: 40%+ of content is lists, subheadings, or bold text
  • Proof: Stats, case studies, or testimonials included

7-8/10 — Good Engagement:

  • CoSchedule score 60-70
  • Hook addresses topic but less compelling
  • 1-2 examples
  • 1 image per 500 words
  • 1-2 CTAs
  • 30-40% scannable content

4-6/10 — Mediocre Engagement:

  • CoSchedule score 50-60
  • Weak hook (generic intro)
  • No examples or only hypothetical
  • Few visuals
  • 1 generic CTA or none
  • <30% scannable

1-3/10 — Poor Engagement:

  • CoSchedule score <50
  • No hook (starts with definition or history)
  • No examples
  • No visuals
  • No CTAs
  • Dense blocks of text

Tools to Use

  • CoSchedule Headline Analyzer: Headline score (0-100)
  • BuzzSumo: Social shares / engagement benchmarks
  • Hotjar / Clarity: Scroll depth, time on page (post-publish)
  • Google Analytics: Bounce rate, avg. session duration (post-publish)

Engagement Framework: The Hook Test

Your first 100 words must answer:

  1. What problem does this solve?
  2. Why should I care right now?
  3. What will I learn or gain?

Example (strong hook):

"Choosing the wrong project management software costs your team 15 hours per week in wasted meetings, duplicated work, and missed deadlines. Yet 68% of companies pick a tool based on price alone — then switch within 18 months. This guide walks you through the 5 non-negotiable features that actually matter, based on analysis of 47 teams who got it right."

Example (weak hook):

"Project management software is a tool that helps teams organize tasks. There are many options available. In this article, we will discuss how to choose one."

Example Calculation

Article: "How to Choose Project Management Software"

  • ✅ Headline: CoSchedule score 72 (2 pts)
  • ✅ Hook: Specific pain point + promise (2 pts)
  • ✅ Structure: Problem → criteria → action (1.5 pts)
  • ✅ Examples: 3 real company case studies (2 pts)
  • ✅ Visuals: 1 per 250 words (1.5 pts)
  • ✅ CTAs: 2 contextual CTAs (1 pt)

Engagement Score: 10/10


Dimension 4: Brand Voice Score (1-10)

Scoring Criteria

10/10 — Perfect Brand Alignment:

  • Tone matches brand guidelines (e.g., conversational vs. authoritative, playful vs. serious)
  • Vocabulary consistent with brand language (specific words to use/avoid)
  • POV consistent (we vs. you, active vs. passive)
  • Messaging pillars present (core value props woven in)
  • Differentiation clear (sounds like you, not your competitors)

7-8/10 — Good Brand Alignment:

  • Tone mostly matches
  • Vocabulary 80% consistent
  • POV consistent
  • 1-2 messaging pillars present

4-6/10 — Mediocre Brand Alignment:

  • Tone inconsistent (shifts mid-article)
  • Generic vocabulary (could be anyone)
  • POV inconsistent
  • Messaging pillars absent

1-3/10 — Poor Brand Alignment:

  • Wrong tone entirely
  • Competitor language used
  • No brand personality
  • Contradicts messaging

Brand Voice Checklist

Before scoring, answer:

  1. Tone: Does this sound like [Brand Name]?
  2. Language: Are we using our signature phrases? (e.g., "compound your marketing" for CM)
  3. POV: Are we speaking to the reader directly? (you-focused)
  4. Differentiation: Would this work for a competitor, or is it uniquely us?
  5. Values: Do our core values come through? (e.g., efficiency, automation, data-driven)

Example Brand Voice Reference

Brand: Compounding Marketing (example)

DimensionOur VoiceAvoid
ToneConfident, direct, slightly irreverentOverly formal, corporate-speak
VocabularyCompound, leverage, systematize, playbookSynergy, paradigm, holistic
POVYou (reader-focused)We/us (company-focused)
MessagingMarketing compounds when systems outlive campaignsOne-off tactics, magic bullets

Example Calculation

Article: "How to Choose Project Management Software"

  • ✅ Tone: Direct, practical (matches brand) (3 pts)
  • ✅ Vocabulary: Uses "systemize," "compound efficiency" (2 pts)
  • ✅ POV: Consistently you-focused (2 pts)
  • ✅ Messaging: Emphasizes long-term system over quick fix (2 pts)
  • ✅ Differentiation: Unique angle (framework vs. list) (1 pt)

Brand Voice Score: 10/10


Pre-Publish Checklist

Use this before hitting publish:

SEO (10 items)

  • [ ] Primary keyword in title, H1, and first 100 words
  • [ ] Keyword density 1-3% (not stuffed)
  • [ ] 2+ internal links to related content
  • [ ] 1+ external link to authoritative source
  • [ ] Meta description 150-160 chars, includes keyword + CTA
  • [ ] URL slug clean and includes keyword
  • [ ] Image alt text descriptive and includes keyword
  • [ ] Page speed <3s (run PageSpeed Insights)
  • [ ] Mobile-responsive (test on phone)
  • [ ] Schema markup added (Article or FAQPage)

Readability (8 items)

  • [ ] Flesch Reading Ease 60-70 (Hemingway App)
  • [ ] Average sentence length <20 words
  • [ ] Paragraphs 2-4 sentences max
  • [ ] Subheading every 200-300 words
  • [ ] 3+ bullet or numbered lists
  • [ ] Passive voice <10%
  • [ ] No jargon without definitions
  • [ ] Transition words 30%+ (Yoast check)

Engagement (8 items)

  • [ ] Headline score 70+ (CoSchedule)
  • [ ] Hook (first 100 words) addresses pain or promise
  • [ ] 2+ specific examples or case studies
  • [ ] 1 visual per 300 words
  • [ ] 2-3 clear CTAs (top, middle, end)
  • [ ] Scannable (40%+ lists/subheads/bold)
  • [ ] Data/stats cited with sources
  • [ ] Conclusion summarizes key takeaway + next step

Brand Voice (5 items)

  • [ ] Tone matches brand guidelines
  • [ ] Vocabulary consistent with brand (check word list)
  • [ ] POV consistent (you-focused, not we-focused)
  • [ ] Core messaging pillar present
  • [ ] Passes "competitor test" (couldn't work for them)

Total: 31 checklist items. Aim for 28+ checks (90%+) before publishing.


Post-Publish Measurement Framework

Immediate (7 days)

Traffic:

  • Organic sessions (Google Analytics)
  • Referral traffic (if shared on social/email)
  • Bounce rate (<60% is good)
  • Avg. time on page (>2 min for long-form)

Engagement:

  • Scroll depth (% who reach 75%+)
  • CTA click rate (>2% is good)
  • Social shares (if applicable)
  • Comments / questions

SEO:

  • Indexed by Google (search: site:yourdomain.com article-url)
  • Keyword ranking (position 1-100 for target keyword)

30 Days

Traffic:

  • Organic traffic trend (growing vs. flat vs. declining)
  • Keyword ranking movement (top 10? top 20? top 50?)
  • Backlinks acquired (Ahrefs/SEMrush check)

Engagement:

  • Conversion rate (if CTA is measurable)
  • Return visitor rate
  • Shares / mentions on social

SEO:

  • Internal link clicks (GA4: Engagement > Pages and screens)
  • Featured snippet eligibility (SERP preview tool)

90 Days

Traffic:

  • Cumulative organic sessions
  • Ranking stability (holding position or climbing?)
  • Top landing page status (is it in top 10 pages?)

Engagement:

  • Contribution to pipeline (if B2B)
  • Attribution data (first-touch vs. last-touch)

SEO:

  • Domain authority impact (backlinks gained)
  • Keyword expansion (ranking for related terms?)

Scoring Example: Full Walkthrough

Article: "How to Choose Project Management Software for Remote Teams"

Dimension 1: SEO Score

CriteriaStatusPoints
Keyword in title, H1, intro✅ Yes3
Keyword density 2.1%✅ Yes2
4 internal links✅ Yes2
Meta description optimized✅ Yes1
LCP 3.2s⚠️ Acceptable1.5
Mobile responsive✅ Yes0.5

SEO Score: 10/10

Dimension 2: Readability Score

CriteriaStatusPoints
Flesch Reading Ease: 65✅ Yes3
Avg sentence: 15 words✅ Yes2
Avg paragraph: 3 sentences✅ Yes2
Passive voice: 8%✅ Yes1
Subheadings every 250 words✅ Yes1
6 bullet lists✅ Yes1

Readability Score: 10/10

Dimension 3: Engagement Score

CriteriaStatusPoints
CoSchedule headline: 72✅ Yes2
Hook: pain point + promise✅ Yes2
Structure: problem → solution✅ Yes1.5
3 real case studies✅ Yes2
1 visual per 250 words✅ Yes1.5
2 contextual CTAs✅ Yes1

Engagement Score: 10/10

Dimension 4: Brand Voice Score

CriteriaStatusPoints
Tone: direct, practical✅ Yes3
Vocabulary: brand-specific✅ Yes2
POV: you-focused✅ Yes2
Messaging: systems-first✅ Yes2
Unique angle✅ Yes1

Brand Voice Score: 10/10

Overall Score

SEO: 10/10 Readability: 10/10 Engagement: 10/10 Brand Voice: 10/10

Overall Content Score: 10/10 (Perfect)


Using the Scores

Pre-Publish Decision Matrix

Overall ScoreAction
9-10Publish immediately. Exceptional content.
7-8Publish with minor tweaks. Good content.
5-6Hold for revisions. Identify lowest-scoring dimension and fix.
<5Do not publish. Major revisions needed.

Optimization Priority

If you score low, prioritize fixes in this order:

  1. SEO < 6: Fix immediately (you won't get traffic)
  2. Engagement < 6: High priority (you won't convert)
  3. Readability < 6: Medium priority (readers will bounce)
  4. Brand Voice < 6: Lower priority (but still matters for differentiation)

Post-Publish Diagnosis

If content underperforms despite high scores:

  • Low traffic: SEO score was inflated (check actual rankings)
  • High bounce rate: Readability or engagement was mis-scored
  • Low conversions: Engagement score didn't account for offer-audience fit
  • Wrong audience: Brand voice may not resonate with actual readers

Quality Bar

  • All four dimensions scored: SEO, Readability, Engagement, Brand Voice
  • Evidence-based scoring: Tools used (Hemingway, CoSchedule, PageSpeed, etc.)
  • Pre-publish checklist completed: 90%+ items checked
  • Post-publish tracking set up: 7d, 30d, 90d milestones defined
  • Actionable: Clear next steps if score is low
Copy skill
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slug
content-performance-scoring
category
Foundation
version
1.0.0
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