ASO
Implementation Guide
The tactical guide for how ASO works in practice, from VVS math to platform-specific execution.
The VVS Methodology
Vector Visibility Score—the new metric that measures semantic distance to user intent
Embed the SERP
Take the top 10 results for a query and embed them into a vector space using our embedding service.
text-embedding-3-small modelCalculate the Centroid
Find the mathematical "center" of the winning content—the ideal semantic position.
Cosine similarity clusteringMeasure Distance
Calculate your content's distance from that centroid. Lower distance = higher VVS.
Vector distance < 0.15 = top 3 potentialThe Sales Pitch:
"Mr. Client, you are ranking #8 not because of backlinks, but because your content's Vector Distance is 0.45. The top 3 results are all under 0.15. We use AI to rewrite your content to move you mathematically closer to the winning zone."
Content Generation Workflow
How we create VVS-optimized content at scale
Identify target keyword
Primary keyword for the page
Analyze competitor VVS
Target: average + 5 points
Generate content brief
Include missing semantic clusters
AI generation
Iterate until VVS target met
Human review
Quality assurance before publish
Iteration Loop:
while vvs_score < target_vvs and iteration < 3:
feedback = analyze_vvs_gap(content, keyword)
content = refine_content_with_ai(content, feedback)
vvs_score = calculate_vvs(content, keyword)Schema Markup Implementation
Structured data that helps AI systems understand your content
Organization
Usage: Homepage
nameurllogodescriptionaddresssameAsProduct/SoftwareApplication
Usage: Solution pages
namedescriptionoffersaggregateRatingFAQPage
Usage: FAQ sections
mainEntityQuestionacceptedAnswerBreadcrumbList
Usage: All pages
itemListElementpositionnameitemExample: Organization Schema
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Your Company Name",
"url": "https://yoursite.com",
"logo": "https://yoursite.com/logo.png",
"description": "Your company description",
"address": {
"@type": "PostalAddress",
"addressLocality": "City",
"addressRegion": "State"
}
}
</script>Technical Requirements
Core Web Vitals and technical SEO fundamentals
SSL Certificate
HTTPS required for all pages
Sitemap.xml
Auto-generated, submitted to GSC
LCP < 2.5s
Largest Contentful Paint
FID < 100ms
First Input Delay
CLS < 0.1
Cumulative Layout Shift
Mobile Responsive
Test on 3+ devices
The Agentic Analyst
We replace human "Success Managers" with an AI Supervisor Agent that monitors your optimization 24/7.
Monitor
Weekly data ingestion
Detect
Identify VVS drift
Plan
Generate strategy
Act
Execute or recommend
Human Model (v5)
50% Margin
$150/mo cost to serve per client
Agentic Model (v6)
85% Margin
$15/mo cost to serve per client
Platform-Specific Guides
Implementation approaches for different tech stacks
WordPress
Plugin-based optimization with manual content updates
Tools & Plugins:
Webflow
No-code approach with embed codes for advanced features
Tools & Plugins:
Next.js
Developer-first with API integration and automated checks
Tools & Plugins:
Quality Assurance Checklist
Every page must pass these checks before publication
VVS
- Score > 70 (minimum)
- Score > competitor average
- All missing clusters addressed
Technical
- Schema markup validated
- Internal links implemented
- Image alt text optimized
Content
- Meta description written
- H1/H2 structure correct
- No duplicate content
Ready to Implement ASO?
Join our beta program and get hands-on implementation support.