Entity. Authority. Retrieval.
We design and deploy high-fidelity data structures for industrial brands. All decision-making is based on semantic analysis, model testing, and real retrieval data.
San Francisco AI SEO Agency for Industrial Manufacturers and Global Suppliers.
Our AI SEO process is driven by advanced machine learning techniques, mechanistic interpretability, and practical model steering methods.
Book a consultation with our senior strategy team to discuss your project. The consultation is free and highly constructive.
Entity. Authority. Retrieval.
Innovation.
Our clients gain access to proprietary tools and methodologies designed to convert technical specifications into machine-readable entities — ensuring dominance in AI sourcing.
Focused Campaigns.
We deliver sharp, prioritised AI SEO strategies designed to meet your business objectives in the SF Bay Area industrial corridor and beyond.
We are an industry leader in machine learning driven search retrieval optimization.
AI SEO
World-class AI SEO services ranging from visibility analysis to practical model steering strategies for the SF Bay Area industrial belt.
Answer Engine Optimization (AEO)
Visibility optimization for AI chat assistants, AI agents, and Answer Engines. We ensure your products are the default recommendation.
SRO (Selection Rate Optimization)
Advanced techniques to influence the probability of your brand being selected as the primary citation by an LLM during retrieval.
AI Visibility Tracking
Robust tracking for brands looking to understand how Gemini, ChatGPT, and Perplexity perceive their technical hardware and services.
Meet Our Core Strategy Team
An all-senior team with experience across industrial manufacturing, AI search, and technical SEO.
A
Arthur Sterling
Director of Strategy
E
Elena Vance
AI SEO Specialist
M
Marcus Thorne
Technical SEO
S
Sarah Chen
Entity Strategist
Trusted by Industrial Leaders Across the SF Bay Area
Precision Tooling
SF Aerospace
Fremont Logistics
Bay Area Hardware
Valley Electronics
Marine Dynamics
TechWeld Solutions
Global Procurement
Precision Tooling
SF Aerospace
Fremont Logistics
Bay Area Hardware
Valley Electronics
Marine Dynamics
TechWeld Solutions
Global Procurement
Strategic Industrial Optimization
We deliver sharp, prioritized SEO strategies for manufacturers in the East Bay and Silicon Valley. By bridging the gap between legacy data and modern AI retrieval, we ensure brands maintain a permanent seat in the global knowledge graph. Read our report on why East Bay suppliers are becoming invisible in AI search.
Focused Campaigns
AI SEO Retainer
Ongoing model steering and visibility maintenance
Technical Entity Audit
Full-day audit to ensure a solid AI foundation
Technical Data Structuring
Converting specs and catalogs into AI-readable JSON-LD
Market Research
Analyzing how LLMs categorize your brand vs. competitors
Rank & Citation Recovery
Risk assessment and manual data clean-up to fix AI hallucinations
Content Strategy
Surfacing content gaps and optimizing for AI extraction
AI Visibility Tracking
Monthly tracking of how ChatGPT, Gemini, and Perplexity perceive your brand
Team Training
Workshops for in-house teams on AI SEO and AEO fundamentals
Frequently Asked Questions
- Engagements vary by scope. We offer retainers, audits, and project-based packages. Contact us for a quote tailored to your industrial niche and business objectives.
- All of them. Our campaigns cover past, current, and future AI search queries with no technical limit. Target selection is a strategic decision made collaboratively based on your goals.
- We lead the industry through the application of mechanistic interpretability. We don't just optimize for clicks; we steer how AI models retrieve and cite your specific brand data.
- Industrial buyers now use AI agents to source parts. SRO ensures that when an agent searches for a supplier in Fremont or San Leandro, your business is the one it trusts and selects.
- We focus on visibility and citation share. We do not offer arbitrary ranking guarantees, as AI model outputs are probabilistic; however, we optimize the data to maximize the probability of selection.
- AEO is the practice of optimizing your brand's content and data so that AI tools like ChatGPT, Perplexity, and Gemini cite your business as a trusted source when answering relevant queries. Unlike traditional SEO which targets search engine rankings, AEO targets AI retrieval and citation.
- SRO is an advanced technique that increases the probability of an AI model selecting your brand as its primary citation during retrieval. It involves data structuring, entity reinforcement, and authority signal building to make your brand the default recommendation.
- We optimize for all major AI answer engines including ChatGPT, Google Gemini, Perplexity AI, and AI-powered search agents used in industrial procurement and sourcing.
- Initial visibility improvements typically appear within 60–90 days. Full citation dominance in your niche depends on content depth, competitive landscape, and the starting state of your brand's data structure.
- We specialize in industrial manufacturing, hardware supply chains, logistics, and B2B suppliers operating in the San Francisco Bay Area corridor — including the East Bay, Fremont, San Leandro, and Silicon Valley.
- A full-day audit covering your brand's current AI visibility status, entity associations, knowledge graph presence, schema markup quality, content extractability, and citation share across major AI platforms — with a prioritized action plan.
- Not necessarily. Many of our optimizations are implemented at the data and schema level and do not require redesigning your site. We assess what is needed during the initial consultation.
- Traditional SEO optimizes for search engine rankings and click-through rates. AI SEO optimizes for how AI models understand, trust, and retrieve your brand data. The goal is citations inside AI answers, not just blue links on a results page.
- Yes. Our Rank and Citation Recovery service includes identifying incorrect or misleading AI-generated descriptions of your brand and implementing data corrections to steer models toward accurate information.
- Increasingly, procurement teams use AI agents to search for qualified suppliers, compare specifications, and shortlist vendors. If your brand is not visible in AI retrieval systems, you are invisible to this growing segment of industrial buyers.
- Ongoing model steering, entity maintenance, content optimization, monthly visibility tracking across ChatGPT, Gemini, and Perplexity, and strategic recommendations based on competitive citation analysis.
- We are based in San Francisco, California, and serve clients across the SF Bay Area industrial corridor, Silicon Valley, and globally for enterprise engagements.
Ready to Scale Your AI Visibility?
Discuss your AI visibility strategy with our senior team and secure your brand's position in industrial AI search.
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