LLM Optimization Agency | Get Cited by AI Models
Large language models are choosing which brands to recommend to hundreds of millions of users. Our LLM optimization ensures your brand is one of them.
Why Choose Us
Technical LLM Expertise
Deep understanding of how LLMs retrieve, evaluate, and cite sources at a technical level.
Entity-First Approach
Build brand recognition in the knowledge systems that LLMs reference for recommendations.
Content Engineering
Structure content specifically for LLM retrieval patterns, not just traditional SEO.
Monthly LLM Testing
Query every major model monthly and track citation changes with competitive benchmarking.
Citation Network Building
Earn mentions in sources that LLMs weight highest for brand recommendations.
Continuous Adaptation
LLMs evolve constantly. Our optimization adapts with them through ongoing testing.
LLM Optimization Explained
LLM optimization is the technical discipline of making your brand visible and citable by large language models. Every time someone asks ChatGPT for a recommendation, asks Claude for advice, or uses Perplexity for research, the underlying LLM decides which brands and sources to cite. These decisions are not random. They follow patterns based on entity recognition, content structure, source authority, and citation networks. LLM optimization targets these specific patterns to increase the probability that AI models cite your brand. It is the most technical and data-driven form of AI search optimization, requiring understanding of how retrieval-augmented generation works, how embedding similarity affects source selection, and how entity graphs influence model outputs.
Our LLM Optimization Process
We follow a systematic process. First, we audit your current LLM visibility by querying every major model with your target prompts and documenting results. Second, we optimize your entity presence across the knowledge bases and data sources that LLMs reference. Third, we engineer your content for LLM retrieval with specific structural patterns that increase citation probability. Fourth, we build your citation network by earning mentions in sources that LLMs trust. Fifth, we continuously test and optimize based on monthly LLM query results. This is not a set-and-forget service. LLMs evolve constantly and our optimization adapts with them.
Who Benefits from LLM Optimization
LLM optimization is particularly valuable for technology companies whose products are compared and recommended through AI conversations. SaaS companies whose prospects ask AI which tool is best for their use case. Professional services firms whose potential clients ask AI for recommendations. Ecommerce brands whose customers research products through AI before purchasing. B2B companies whose buyers use AI for vendor evaluation. And any business in a competitive market where being recommended by AI provides a significant advantage. If your competitors appear in AI responses and you do not, you are losing business to them through a channel you may not even be monitoring.
LLM Optimization Pricing
Our LLM optimization services are priced based on scope and complexity. The Starter package at $1,500 per month covers LLM auditing, basic entity optimization, content restructuring for 10 queries, and monthly tracking. Growth at $3,000 adds comprehensive entity building, citation network development, content engineering for 20 plus queries, and competitive LLM analysis. Enterprise from $5,000 handles complex multi-product or multi-market needs with advanced optimization. All packages include monthly LLM testing reports and strategy calls.
Start Your LLM Optimization
The first step is understanding where you stand. Our free LLM audit queries ChatGPT, Claude, Perplexity, and Gemini with your target prompts and documents exactly which brands they recommend. This 30-minute call gives you immediately actionable intelligence. From there, we develop a prioritized optimization plan. Most clients see first LLM citations within 60 to 90 days and compounding visibility from month 4 onward.
Our Process
LLM Audit
Free 30-minute call querying all major LLMs with your target prompts.
Entity Setup
Build brand recognition across knowledge bases and entity systems.
Content & Network
Engineer content and build citation network for LLM visibility.
Test & Optimize
Monthly LLM testing with continuous optimization based on results.
Who Is This For
LLM Optimization Agency | Get Cited by AI Models — Frequently Asked Questions
LLM optimization makes your brand visible and citable by large language models like ChatGPT, Claude, Gemini, and Perplexity through entity building, content engineering, and citation network development.
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