🤖Generative Engine Optimization

AI Search Optimization (LLMO & GEO)

Maximize Brand Citations Across ChatGPT, Perplexity, Gemini & Google AI Overviews

+340%
AI Citation Growth
99.4%
Entity Accuracy Score
4.8x
High-Intent Pipeline
100%
White-Hat Architecture
Interactive Revenue Protection Simulator

Calculate Revenue Lost to Negative Search Results

Simulate how much pipeline revenue your organization recovers by cleaning Google Page 1 and review aggregators.

Monthly Branded Search Volume:30,000 /mo
Average Customer Value (LTV / ACV):$250
Negative Sentiment Impact Rate:35% Lost Conversions
Estimated Monthly Revenue Recovered
+$84,525/ month
Current Monthly Pipeline Bleed:-$91,875
Protected Annual Value:$1,014,300 /yr
Initiate Brand Defense →
Technical Scope & Deliverables

Airtight Engineering & Brand Equity Deliverables

01

Brand Entity Embedding & Knowledge Graph Alignment

Structure your organization, products, and leadership in Wikidata and Schema.org graph definitions for instant LLM ingestion.

02

Semantic Corpus Directives (llms.txt & llms-full.txt)

Deploy optimized machine-readable markdown indexes explicitly tuned for AI search crawlers.

03

Information Gain & Proprietary Data Injection

Publish primary research, benchmark studies, and statistical blueprints that LLMs prioritize for factual citations.

04

Perplexity & ChatGPT Search Prompt Audits

Track hundreds of high-value industry prompts to monitor citation frequency, competitor visibility, and sentiment.

05

Vector Space Entity Clustering

Map your core topics into high-density semantic vectors that align with retrieval-augmented generation pipelines.

06

AI Overview Protection & Defense

Shield high-value organic search terms against hallucinated competitor mentions through verified technical schema.

Execution Blueprint

Our 4-Phase Brand Defense Framework

Phase 01

Corpus & Entity Audit

Comprehensive scan of how ChatGPT, Claude, Perplexity, and Google AI currently perceive and cite your domain.

Phase 02

Knowledge Graph Construction

Deployment of structured JSON-LD entity graphs, llms.txt directives, and authoritative brand footprint.

Phase 03

Information-Dense Content Creation

Publishing semantic topic clusters engineered with unique data points that AI engines use for summaries.

Phase 04

Ongoing LLMO Monitoring

Continuous prompt testing, sentiment optimization, and citation rank tracking across all major AI search providers.

Frequently Asked Questions

Everything You Need to Know About ORM & Brand Defense

GEO is the discipline of optimizing digital content and brand entities so that generative AI engines (Google AI Overviews, Perplexity, ChatGPT Search) understand, trust, and cite your domain as the definitive answer.
SEO Land — Full-Stack Digital Marketing & AI Search Growth Agency