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COMPARISON

Why pay for scoring and a separate writer?

Surfer gives you a score. Contextter gives you the 20-metric score AND writes the highly-optimized, brand-aligned article to achieve it in one tool.

Surfer SEO

Scoring only — bring your own writer
~5 keyword density metrics
Manual optimization loops
No proprietary knowledge system
SEO Scoring Tool
VS

Contextter

Score, write, and optimize in one workspace
clear quality signals
Auto-optimizer closes the loop
Brain compounds your knowledge
All-in-One SEO Engine
OPTIMIZATION WORKFLOW
Surfer
42
58
71
score → fix → re-score → fix → re-score
Contextter
42
89
score → auto-optimize → done
THE OPEN LOOP

You are the optimizer.

Surfer shows you what’s wrong. Then you spend hours manually fixing it, re-scoring, and fixing again. The human is the bottleneck.

THE SURFER WORKFLOWLoop 1
Score article42/100
Read suggestions"Add 'email marketing' 5 more times"
Manually edit20 min
Re-score58/100
Edit again15 min
Re-score71/100
~2 hours · 4 re-scores · still not optimized
THE CONTEXTTER WORKFLOW
Score article
Auto-optimizer runs
Done
Waiting...
~3 minutes · 0 manual edits · publish-ready
Same starting score. One takes 2 hours. One takes 3 minutes.
SCORING DEPTH

Their 5 metrics vs our 20.

Surfer counts keyword frequency. Contextter measures whether your content actually deserves to rank.

SURFER SCORING5 metrics · 1 dimension
Terms
NLP
Words
H-tags
Paras
VS
CONTEXTTER SCORINGquality signals · review guardrails
Content Authority65%+5 more
Information Gain81
Fact Accuracy94
Intent Match85
Topical Completeness76
Reader Satisfaction22%+3 more
Cognitive Load78
Content-to-Fluff86
Scanability80
SEO Foundation13%+3 more
Keyword Health82
Semantic Richness75
Keyword counting vs content understanding.
THE BRAIN ADVANTAGE

Surfer forgets. Your Brain remembers.

Every article you write with Surfer starts from zero. Contextter’s Brain accumulates your company knowledge across every project. Article 10 is smarter than article 1.

Brain — Contextter
Article 1 · "Best Email Marketing Tools"+12 new entries
0Brain entries
Product Pricinguploaded document
Competitor Matrixcrawled from site
Mailchimp API LimitsSERP research
97Brain entries
14facts cited
91Score
FIX QUALITY

“Add keyword 3 more times” vs real fixes.

Surfer’s optimization advice is about keyword frequency. Contextter’s optimizer rewrites sections with evidence from your Brain and live SERP data.

SURFER’S SUGGESTIONSSuggestion 1 of 47
Add "email marketing" 3 more times
Add "email automation" 2 more times
Add "best email tools" 1 more time
Increase paragraph count by 3
Increase word count by 200 words
...and 42 more like this
KEYWORD FOCUSED
CONTEXTTER’S OPTIMIZER54
Replace intro with competitive positioning+8 Information Gain
Brain: Market Research Q4
Add benchmark data from internal testing+12 Fact Accuracy
Brain: Product Spec v3
Restructure H2s to match search intent+6 Intent Match
SERP #1-3
EVIDENCE-BACKED
One counts words. One cites evidence.

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