Engineers now ask ChatGPT and Google the same questions. Here is how a manufacturer shows up in both, without locking specs inside PDFs.
Buyers rarely start with your brand name. They start with a problem: a tolerance, a material, an application. Today that question goes to Google and to an AI assistant, often in the same afternoon.
Two ways to get found
- SEO: clean technical basics, a page for each application, and specs published as real text.
- AEO: structured data, FAQs that answer the questions engineers actually ask, and one consistent company identity across every site you run.
Start with a baseline
Before launch we record rankings, organic traffic and how often AI tools mention you for a fixed set of buyer questions. Every monthly report compares against that baseline, so you can see what moved.
