Aether AI Infrastructure: From Zero Visibility to 81% Google AI Overview Ownership

Engineering immediate LLM retrieval authority and technical SERP dominance for a newly launched enterprise GPU inference orchestration platform.

HEADLINE CITATION LIFT

81.0% Google AI Share

ATTRIBUTED PIPELINE

$21.8M Pipeline

SHARE-OF-VOICE DELTA

+295% Citation Lift

PAID CPC REDUCTION

-39% Paid CAC

[ AUDITED BUYER DISCOVERY PROMPT & SHARE-OF-VOICE SHIFT ]

Best Kubernetes GPU inference orchestration platform for enterprise LLM deployment?

Google AI Overviews: 4.0% → 81.0% (#1) • Perplexity Pro: 6.2% → 76.5% (#1) • ChatGPT: 3.5% → 68.0% (#1)

[ 01 // THE ATTRIBUTION & ENTITY BOTTLENECK ]

Why Legacy Blue-Link SEO Left the Brand Invisible in LLM Retrieval

As a challenger brand competing against entrenched incumbents, Aether lacked historical backlink velocity and was invisible in zero-click Google AI Overviews and Perplexity technical queries.

[ 02 // THE CITADEL GEO ARCHITECTURE DEPLOYED ]

JSON-LD Entity Disambiguation, RAG Grounding Nodes & BOFU Hubs

Constructed a programmatic latency-and-cost benchmark hub covering 65 LLM model architectures, paired with high-authority GitHub, HuggingFace, and Reddit engineering thread citations.

[ 03 // VERIFIED 90-DAY COHORT OUTCOMES ]

Compounding Share of Model & CRM-Verified SQL Velocity

Captured 81% Google AI Overview share in 60 days, driving 94 qualified engineering team trials and $21.8M in net-new pipeline.