Prepry Content Intelligence Dashboard

Deep competitive analysis of Prepry's blog corpus with cross-comparison to SITM content strategy

📅 Analysis Date: April 18, 2026
📊 Corpus: 149 posts, 44,524 words
🎯 Focus: Sonography & Radiography Education

📊 Executive Summary

Key findings from the competitive content analysis

Total Posts
149
74 real posts + 75 tag/archive pages
Total Word Count
44.5K
Avg 558 words per post
Date Range
3 Years
Feb 2023 — Feb 2026
Radiography Focus
54%
of content corpus
🔍 Key Competitive Findings
  • Zero interactive content: No calculators, comparators, or visualizers found
  • No first-person voice: All content is third-person, no personal stories or memoirs
  • No pre-program coverage: Content starts at registry prep, misses prospective student journey
  • Template-driven: 98.6% of posts include identical "Back to Blog" boilerplate
  • Content mill pattern: 22 posts published in April 2024 (keyword coverage burst)

📈 Corpus Statistics

Quantitative breakdown of Prepry's content landscape

Posts by Year
Average Word Count by Year
Content Length Distribution
Length Category Post Count Percentage Description
Under 500 words 89 60% Short-form, index/thin content
500-1000 words 28 19% Standard blog posts
1000-1500 words 14 9% In-depth articles
1500+ words 5 3% Pillar Content
Tag/Archive pages 75 Navigation/thin pages
Longest Posts (Pillar Content)
ARDMS SPI Practice Test: Complete 2026 Exam Guide
3,108 words
The Ultimate Guide to Passing the ARDMS SPI Exam
2,256 words
How to Become an Ultrasound Tech (Sonographer)
1,585 words
Ace Your ARDMS Ultrasound Registry Exams with Prepry
1,567 words
Which Ultrasound Specialty Is Right for You?
1,251 words

🔬 Content Quality Analysis

Deep-dive into content patterns and characteristics

Topic Coverage Distribution
Headline Format Patterns
Content-Commerce Alignment (Product Categories)
Product Category Posts % of Corpus Competitive Note
Radiography 40 54% Core business
ARRT-Sonography 33 45% Registry prep focus
Abdomen 19 26% Specialty coverage
Vascular 16 22% RVT focus
SPI / Physics 15 20% High-value keywords
OB/GYN 15 20% Specialty coverage
Breast 9 12% Emerging specialty
Boilerplate & Template Analysis
Pattern Frequency Percentage Indicator
"Back to Blog" boilerplate 73 posts 98.6% Template-driven
"Try Prepry" / "Use Prepry" CTA 69 posts 93.2% Commercial intent
Identical tag sets 74 posts 100% Bulk-generated
Author bylines (named) 0 posts 0% Anonymous
First-person narratives 0 posts 0% No personal voice

📅 Publishing Patterns

Temporal analysis of content production

Publishing Cadence Heatmap (Posts per Topic per Quarter)
Topic
23Q1
23Q2
24Q1
24Q2
24Q3
24Q4
25Q1
25Q2
25Q3
25Q4
26Q1
ARDMS
6
1
5
4
1
1
3
ARRT
1
30
3
1
3
SPI
5
5
1
1
1
1
1
Radiography
30
5
2
1
2
Study Tips
4
3
10
1
1
3
1
1
1
Practice Tests
2
4
14
4
1
1
2
1
2
2
Registry Prep
1
3
22
7
2
2
1
3
📈 Publishing Cadence Anomalies
  • Content Mill Burst: April 2024 saw 22 posts (+4.0σ above mean) — keyword coverage strategy
  • Silent Months: 16 out of 37 months in range had zero posts
  • Mean Cadence: 3.5 posts/month (stdev 4.6) — highly irregular publishing
  • 2024 Spike: 83 posts (56% of total corpus) published in single year
Near-Duplicate Content (Jaccard Similarity)
CTA / Commercial Intent Signals

🎯 Competitive Gap Analysis

What Prepry doesn't have — SITM opportunities

Zero Interactive Content
No calculators, comparators, visualizers, or searchable databases found anywhere in the corpus. Every post is static text-only.
0
Interactive Tools
0
Calculators
0
Visualizers
No First-Person Voice
Every post is written in neutral third-person voice. No personal stories, memoirs, or "I failed my first practical" content exists.
0%
Personal Stories
0
Author Bylines
No Pre-Program Content
Content funnel starts at registry prep. Nothing for prospective students choosing a school, comparing programs, or deciding if sonography is right.
0
Pre-Program Posts
0%
Student Journey Start
No History Content
No content covering the history of ultrasound, pioneers like Sophie Germain, or the evolution of sonography technology.
0
History Posts
No Lifestyle Content
Missing mom-in-school, pregnancy-during-externship, work-life balance, or personal struggle narratives that students deeply relate to.
0
Lifestyle Posts
SITM's Structural Advantage
Jenny's credentials (RDMS, Dean's List, Summa Cum Laude) + first-person voice + interactive layer = differentiation Prepry can't easily replicate.
37
Drafts Ready
7
Hero Picks
Student Journey Coverage: Prepry vs. SITM
1
Considering
SITM only
2
Choosing Program
SITM only
3
Finances
SITM only
4
School Life
Both compete
5
Registry Prep
Prepry dominant

⚖️ SITM Content Comparison

Head-to-head analysis of content approaches

Content Quality Comparison Matrix
Attribute Prepry SITM (Jenny's Drafts) Advantage
Avg. Word Count 558 words ~800-1200 words SITM
Voice Style Third-person, corporate First-person, personal SITM
Author Credibility "Prepry Team" (anonymous) RDMS, Dean's List, Summa Cum Laude SITM
Interactive Content 0 tools 7 planned hero interactives SITM
Pre-Program Coverage 0 posts 20+ posts (sections 1-4) SITM
Registry Exam Depth 54% of corpus Limited (section 9 only) Prepry
Pillar Content (1500+ words) 5 posts (7%) History post + 7 hero picks Even
Content AI Detection Likely mixed/SEO-optimized ChatGPT signature present Both use AI
Publishing Consistency Irregular (16 silent months) New corpus (not yet published) N/A
Commercial Intent 93% include product CTA Natural product integration Different approaches
Content Funnel Comparison
Word Count Distribution
SITM Hero Post Opportunities (Aligned with Prepry Gaps)
Rank Post Title Prepry Gap Interactive Effort
1 How I Passed the SPI Exam on My First Try First-person angle Accredited programs search M (5-8h)
2 How to Afford Sonography School Pre-program gap Cost calculator M (8-12h)
3 How Much Do Sonographers Make Thin BLS summary Interactive salary map M (8-12h)
4 Sonography Specialties Explained Template-y list Specialty radar chart S-M (4-8h)
5 How to Find an Accredited DMS Program Zero coverage Program search (shared) S-M (4-6h)
6 What Does a Sonographer Do Generic overview Day-in-the-life timeline M (8-12h)
7 Ultrasound Physics: Why Students Fail No physics narrative Waveform visualizer M (10-15h)

🚀 Strategic Recommendations

Data-driven strategy for competitive positioning

🎯 Hero Post Strategy
Don't publish all 37 posts at once. Pick 5-8 hero posts aligned with high-intent keywords + clear interactive leverage. Invest 4-8h revision each + paired interactive.
📉 Non-Hero Cadence
Publish remaining ~30 posts at 1-2 per week after light polish (~1h each). Use for keyword coverage and internal link authority distribution.
🔧 Interactive Differentiation
Each hero + interactive pairing creates a differentiator Prepry can't match without 3-6 month build. 8-12h per interactive = cheaper than 20-40h deep content revision.
🤖 AI Tool Recommendation
Recommend Claude over ChatGPT for drafting. ChatGPT defaults to corporate/SEO-scaffolded voice; Claude produces natural voice drafts. Saves 4h per post reshape cost.
📊 Revenue Share Stakes
  • Keith's pay scales with SITM revenue — "publish as-is" is negative EV
  • Hero posts with interactives drive ranking + conversion better than 37 thin posts
  • Each hour invested in hero + interactive compounds via revenue share model
  • Prepry's 5 pillar posts rank; their 69 thin posts are keyword filler — SITM should copy the pillar strategy, not the content-mill approach
Week 4 Scope Implications
Deliverable Original Estimate Hero Strategy Delta
SPI post revision 1.5-3h (format/SEO) 5-8h (substantive) +4-5h
Accredited programs interactive Not in scope 4-8h +4-8h
Total SPI scope 1.5-3h 9-16h +8-13h
Recommendation: Accept higher scope, reduce stretch items (Pinterest mockups, top-10 SEO → Week 5)
Projected ROI: Hero vs. Non-Hero Strategy