How ChatGPT Describes the Top 25 US Contract Manufacturers
What AI assistants actually say when buyers ask for US contract manufacturers. The methodology, the patterns we keep seeing, and what your shop should publish to be in the answer.
Stop Optimizing for Google. Start Optimizing for ChatGPT.
The old SEO playbook still works, but it's no longer the playbook that matters most. A look at why AI search is reshaping how manufacturing buyers find suppliers, and what to do about it.
Why manufacturers need to think about AI search, now
Procurement engineers are already asking ChatGPT and Perplexity for shortlists. If you're not in the answer, you're not in the consideration set.