Procurement teams and design engineers source suppliers through AI before any RFQ is sent
When a plant manager needs a new contract manufacturer or a design engineer is sourcing a component, they increasingly ask ChatGPT, Gemini, Perplexity, and Google AI Overviews to compare capabilities, certifications, and lead times before building a shortlist. Queries like "CNC machining suppliers for aerospace aluminum parts" are replacing hours of directory searching, and AI decides which suppliers get named.
Our GEO + SEO Audit analyzes your AI search visibility, crawler access, structured data, and capability content to identify exactly why your shop or product line isn't appearing when buyers ask AI to recommend a supplier.
Structure your capabilities so AI recognizes you as a qualified, credible supplier
AI assistants don't just index your site, they evaluate authority. Your capability pages, certifications, material and tolerance specs, case studies, and trade directory presence must be structured so AI models recognize your firm as a credible, recommended supplier instead of skipping it for a competitor.
Our Marketing Audit evaluates your capability content, messaging architecture, certification visibility, and landing page effectiveness to ensure your marketing builds the trust signals procurement teams and engineers, and the AI systems they rely on, look for.
Turn AI-driven discovery into RFQs, quotes, and purchase orders
AI visibility without a clear conversion path is wasted potential. Discovery and authority must feed a structured sales pipeline, from inquiry to quote to closed purchase order. Our Outbound Sales Pipeline Audit analyzes your inquiry handling, RFQ-to-quote process, qualification criteria, and quote follow-up to ensure every AI-driven inquiry converts into measurable revenue.
Examples of manufacturing and industrial queries happening in AI search
Suppliers structured for AI discovery appear in these answers. Is yours one of them?
“CNC machining suppliers for aerospace aluminum parts in the US”
“best contract manufacturer for low-volume injection molded plastics”
“ISO 9001 certified sheet metal fabrication shops near me”
“reliable OEM suppliers for industrial pump components”
“precision machining vendors that handle tight-tolerance titanium”
“industrial automation equipment manufacturers for food processing lines”
“contract electronics manufacturers with AS9100 certification”
“fastest lead-time suppliers for custom stainless steel weldments”
Frequently Asked Questions
GEO is the practice of optimizing your digital presence so AI-powered search engines like ChatGPT, Perplexity, Gemini, and Google AI Overviews cite and recommend your shop or product line. For manufacturers, it focuses on making your capabilities, certifications, tolerances, materials, and lead times machine-readable through structured content, schema markup, and clear entity signals, the things AI models rely on when generating supplier recommendations.
Buyers increasingly use AI assistants to compare suppliers, check certifications, and build shortlists before sending an RFQ or contacting sales. Queries like "CNC machining suppliers for aerospace aluminum parts" or "ISO 9001 certified sheet metal fabricators" are now common in ChatGPT, Perplexity, and Gemini. If your firm is not structured for AI discovery, competitors will appear in those answers and win the early shortlist.
Traditional SEO optimizes for keyword rankings and click-through on search results. GEO optimizes for AI citation and recommendation. For an industrial supplier, that means going beyond keywords on a capabilities page; it means structuring your certifications, process specs, tolerance ranges, and proof points so AI models can parse them and name your firm when a buyer asks for a qualified supplier.
Initial improvements, such as fixing crawler access, adding organization and product schema, and clearly publishing certifications and capabilities, can show results within weeks. Building sustained authority that AI models consistently cite typically takes 2 to 4 months of structured implementation. Our audit gives you the exact roadmap to follow.
We deliver comprehensive audits and prioritized action plans. Implementation is up to you, your internal team, web developers, existing agency, or external partners can execute the roadmap. We provide the diagnosis and the blueprint, not ongoing execution services.
Often the information exists on your site but isn't structured in a way AI systems can read and trust: certifications buried in PDFs, capabilities described vaguely, or no schema markup tying it together. Our GEO + SEO Audit identifies exactly which signals are missing or unreadable so your ISO 9001, AS9100, materials, tolerances, and capacity get recognized.
Our Marketing Audit reviews your capability pages, certification visibility, technical documentation, case studies, messaging architecture, and landing page effectiveness. We assess whether your content answers the questions engineers and procurement teams actually ask, and whether it builds the authority signals AI systems use when deciding which suppliers to recommend.
Yes. Design engineers research materials, tolerances, and processes through both traditional and AI search while they are still spec'ing a part. Our Marketing Audit identifies the technical content, datasheets, and entity signals you need so your firm is discoverable and credible at the specification stage, well before an RFQ is formally issued.
Yes. We review your capability content, spec sheets, material and tolerance documentation, and industries-served pages for clarity, completeness, and machine-readability. We identify where vague language, missing specs, or PDF-only information are preventing both buyers and AI systems from understanding what you can actually make.
Our Outbound Sales Pipeline Audit reviews your full process from inquiry through purchase order, including how RFQs are captured, how quickly quotes are issued, how opportunities are qualified, and how quotes are followed up. We identify where inquiries stall, where quote follow-up breaks down, and what structural changes can improve win rates and pipeline velocity.
It can. Many manufacturers lose orders simply because quotes go unanswered and follow-up is inconsistent. Our pipeline audit evaluates your quote turnaround time, follow-up cadence, and the handoff between estimating and sales, and provides frameworks to recover stalled quotes and convert more of them into purchase orders.
Yes. We evaluate your outbound strategy including target account selection, prospecting methods, outreach messaging, and response rates. We identify gaps in targeting and personalization for procurement and engineering audiences, and provide frameworks to increase replies and booked conversations from outbound efforts.