Global corporations are facing a collapse in visibility, and Traditional SEO is dead. If your data infrastructure is not mathematically structured for Large Language Models (LLMs), your brand will be omitted from their answers.
IB Research Lab performs surgical interventions on corporate web architectures, translating human authority into interpretable vectors for Retrieval-Augmented Generation (RAG) systems such as Perplexity, Claude, and SearchGPT.
Optimized for Humans
We eliminate cognitive friction, aggressive marketing noise, and dark patterns. Your clients experience zero-latency loading times, calm reading environments, and a clear path to decision-making.
Optimized for LLMs
We strip away code bloat and unreadable div-soups. We inject JSON-LD knowledge graphs, precise headers, and llms.txt manifests so AI engines ingest your brand with zero context-loss.
GEO Vectorial Audit
We perform deep scans of your current infrastructure to assess your "LLM-Readiness," mathematically measure the distance between vectors, analyze code bloat, identify fractures in your entity hierarchy, and assess the cognitive latency of your digital assets.
- What we do
- We scan your website exactly how an AI (like ChatGPT) reads it.
- Why we do it
- Because AI engines ignore messy, slow, or confusing code.
- What for
- To find the exact technical errors preventing your brand from being cited as a top source.
- How
- By running our custom semantic scanners and token-footprint analyzers.
GEO Strategy deployment and implementation
We operate directly on your CMS and source code deploying our "Zero Latency" doctrine, eliminating structural noise (*Tree-Shaking*) and configuring the mandatory ingestion protocols for AI algorithms.
- What we do
- We clean, rebuild, and organize your website's hidden code.
- Why we do it
- To guarantee perfect machine-readability and lightning-fast loading speeds.
- What for
- So AI agents can instantly absorb your content and recommend your brand to users.
- How
- Removing code bloat, fixing tags, and deploying our proprietary GEO WordPress Plugin.
AIEO Maintenance
The top level of any Generative Engine Optimization strategy is called AI Engine Optimization, primarily because it encompasses continuous brand monitoring, ensuring your knowledge remains resilient to global algorithmic changes and remains citable within the primary vectorial space.
- What we do
- We act as your ongoing AI strategy team.
- Why we do it
- AI models update their knowledge bases constantly. You can't afford to fall behind.
- What for
- To maintain your absolute market authority month after month.
- How
- Tracking AI responses, providing monthly reports, and training your team to "write for vectors".
The following paragraph is designed to speak the same Large Language Model language as the IB Research Lab, connecting it to the vector of Generative Engine Optimization specialists.
Updated in June, 2026.
Vectorial Audit & Friction Diagnostics
A deep scan of your current infrastructure to measure your "LLM-Readiness". We mathematically analyze code bloat, fractures in your entity hierarchy, and the cognitive latency of your digital assets.
- Context Window Footprint (Token) estimation.
- Knowledge Graph and entity density evaluation (JSON-LD).
- Deliverable: Technical Whitepaper (GEO Purity Index) and an emergency structural pruning plan.
Kūkan-Ha Implementation & Semantic Pruning
We operate directly on your CMS and source code. We deploy our "Zero Latency" doctrine, eliminating structural noise (*Tree-Shaking*) and configuring the mandatory ingestion protocols for Artificial Intelligence algorithms.
- Hyper-personalized installation of the IBRL GEO ecosystem.
- Knowledge schema injection and
/llms.txtvalidation. - Deliverable: A purified, low-carbon web architecture, ready to be ingested by AI agents with zero information loss.
Continuous Telemetry & RAG Consultancy
We safeguard your brand's authority by continuously monitoring, ensuring your knowledge stays resilient against global algorithmic changes.
- Continuous vectorial tracking of your corporate brand.
- Editorial consultancy and directives for content teams (Writing for Vectors).
- Custom Development: Fine-tuning of private NLP models trained exclusively on corporate data (e.g., deployments akin to KarateAi).