Proprietary Forensic Framework • Version 4.0
The 31-Pillar Forensic Audit Methodology
Generic SEO audits look at meta tags and superficial keywords. The CopyByRoshan Forensic Engine inspects the entire commercial, technical, and operational engine of digital media businesses across 5 rigorous layers.
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Layer 1
Foundation • 1 Pillar
Truth & Measurement
Before making strategic decisions, we audit the integrity of the data itself. If attribution, event tracking, or ad network revenue signals are misaligned, all downstream growth decisions are flawed.
P09 Analytics & Attribution: GA4 event fidelity, custom conversion funnels, Raptive/Mediavine ad impression reconciliation, and search console query tracking.
Layer 2
Acquisition • 10 Pillars
Traffic & Discovery (GEO & AEO)
Optimizing for Google Search Generative Experience (SGE), Perplexity answer engines, and traditional algorithmic search while keeping Core Web Vitals rock-solid.
P01 Technical: Server headers, robots.txt, canonical hygiene.
P04 Core Web Vitals: LCP, CLS, and INP under heavy ad loads.
P05 Multi-Platform Social: Bio funnel conversion paths.
P10 Crawl Budget: Bot efficiency on high-volume archives.
P11 Cannibalization: Competing URLs for identical search queries.
P12 Content Decay: Identifying historical ranking erosion.
P23 Index Bloat: Pruning low-value tag and author archives.
P26 Keyword Atlas: Search intent clustering and semantic gaps.
P27 Internal Link Graph: NetworkX graph centrality and orphan posts.
P30 Social Media Entity ROI: Multi-platform entity consistency.
Layer 3
Retention • 7 Pillars
Conversion & Audience Infrastructure
Traffic that doesn’t convert into owned newsletter subscribers or buyers is rented attention. We audit the friction points between landing and opt-in.
P06 Landing Page & UX: Cognitive load and call-to-action visibility.
P07 Form Setup & Capture: Mobile form completion friction.
P13 Mobile Responsiveness: Touch targets and sticky container overlaps.
P14 Visual Hierarchy: F-pattern reading flow and contrast.
P15 Trust & Social Proof: EEAT credentialing and author schema.
P22 Micro-Conversions: Scroll depth, time-on-page triggers.
P31 Email Funnel & Deliverability: SPF, DKIM, DMARC, spam traps.
Layer 4
Monetization • 3 Pillars
Revenue & Economics
Examining the direct monetary return on every 1,000 pageviews across programmatic display, affiliate relationships, and digital commerce.
P08 Programmatic Ad Yield: Viewability thresholds (>70%), lazy-loading slots, Raptive/Mediavine density.
P20 Affiliate Architecture: Broken affiliate links, Amazon API compliance, high-intent product comparison tables.
P21 Product Economics & Upsells: Digital downloads, course funnels, and customer lifetime value (LTV).
Layer 5
Scalability • 10 Pillars
Business Scalability & Operations
The long-term resilience, legal compliance, international authority, and autonomous agent readiness of the publishing business.
P02 Taxonomies: Category depth and siloing.
P16 Server Resilience: Cache hit ratios and CDN edge speed.
P17 Legal & Compliance: GDPR, CCPA, and AI governance.
P18 Brand Equity: Unlinked brand mentions and PR footprint.
P19 Audience Retention: Returning visitor ratios and churn.
P24 AI Integration: Agent readiness and workflow automation.
P25 AI Department Ops: Operational output velocity.
P28 Geo-Market: Multi-region traffic distribution and tier-1 targeting.
P29 Authority & Community: High-trust backlink graph.
What Every 31-Pillar Audit Calculates
Global Health Score
Empirical score out of 100 factoring all 31 pillars.
Monthly Revenue Bleed
Dollar-for-dollar revenue slipping through technical cracks.
Founder Time Drag
Weekly hours wasted on manual management instead of growth.
Cost of Inaction (COI)
Financial comparison vs deploying our 16-agent AI system.
See Your Site Analyzed Across All 31 Pillars
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