AI Search Optimization for Manufacturers & Industrial Suppliers

Because both channels are outside your control, and one of them is changing. Thomasnet is still real — 93% of Fortune 1000 companies use it to source suppliers — but third-party Semrush analysis reported roughly an 88% drop in its U.S. desktop organic traffic between June 2023 and June 2025. Directory reach is rented; your domain is owned.

Referrals also don't reach buyers who don't know you exist. 6sense's research found buyers complete about 70% of the journey before contacting a vendor and initiate that contact themselves 83% of the time. AEO is how you get into consideration during that 70%.

Only if you publish them as data. That's the whole point. A model can accurately state that you machine 6061 and 7075 aluminum to ±0.0005 in, in lot sizes from 25 to 50,000, AS9100D certified, with 3–4 week typical lead times — if those facts exist as text on a page it can reach.

It cannot infer any of that from "decades of precision manufacturing excellence." Most of what we do in a manufacturing engagement is a translation job: turning what your estimators know into published specifications.

It's a significant limitation. Some crawlers parse PDFs, many do poorly with tables inside them, and a 40-page catalog gives an engine no signal about which page answers a specific spec question. Individual HTML pages with real tables are far more citable.

Our recommendation is both: keep the downloadable PDF for buyers who want it, and publish the same data as indexable HTML tables with proper headings and schema. We handle that conversion as part of the engagement.

Visibility is only useful if it lands on a path that converts, so we work on both. Because industrial buyers arrive late in their process — 6sense found more than 80% already have a favorite vendor by the 70% mark — the RFQ path has to be immediate: a real RFQ page, file upload for drawings, clear intake fields, a stated response time, and a visible phone number.

We track RFQ volume and source alongside citation metrics. If citations rise and RFQs don't, the problem is the conversion path and we go fix that instead of writing more content.

Usually not. AEO work happens on your existing site regardless of platform — we've worked with WordPress, custom builds, and static sites. Schema, content restructuring, and spec pages can all be added to what you have.

A rebuild is only worth discussing when the current site has blocking problems: content that only renders via JavaScript, load times over four seconds, no HTTPS, or a CMS that won't let you add pages or code. We'll tell you plainly which situation you're in during the audit.

Heavily, because they're the first filter in industrial sourcing. Queries like "AS9100 certified machine shops in Texas" are certification-first, and an engine can only include you if a page names the standard explicitly. A logo in your footer is not text, and an image without alt text is invisible.

We build a certifications page naming each standard, the certifying body, the scope of certification, and renewal dates, marked up with hasCredential so the relationship between your organization and the credential is machine-readable.

Structural work moves first. Crawler access fixes, schema, and spec page publication are typically reflected within 4–8 weeks, and Google AI Overviews respond fastest if your pages already rank in traditional search. ChatGPT and Perplexity generally take 2–4 months to re-index.

Because industrial buying cycles average around 11 months, expect citation improvements in the first quarter and RFQ impact to build over the following two. Plan the engagement on quarters, not weeks.

No — we work with manufacturers and industrial suppliers nationally, and many spec-level queries have no geographic component at all. We're based in Dallas, Texas, so DFW-area shops can meet with us in person if they'd rather do this face to face.

Call (214) 974-3505 or send us the details of what you make and we'll tell you whether AEO is likely to move the needle for your category.