How manufacturing buyers search.
Illustrative category data, based on patterns we see across engagements.
Google68%
Perplexity7%
Gemini8%
Claude3%Where we'd start.
A sample opportunity map for a manufacturing site. Each point is an initiative from the playbook or keyword research.
What's different about search in manufacturing.
Buyers search attributes and part numbers.
Product data is often trapped in PDFs.
Thousands of low-volume, high-value queries.
The playbook.
What we run for manufacturing teams, on top of the core seven workflows.
Spec pages from PDFs
Product data turned into crawlable, structured pages.
Product schema
Specifications marked up so they appear in results.
Application content
Guides that answer the engineering questions buyers ask.
AI answer accuracy
Make sure AI engines quote correct specifications.
Technical specifications are checked against your source data before publishing.
Frequently asked questions.
Straight answers about how we work. Still have a question? The free audit is the fastest way to get one answered for your site.
We turn specifications trapped in PDFs into crawlable, structured pages that match how engineers search part numbers and attributes.
See your first 30 days of execution.
A free execution audit: your prioritized backlog, effort estimates, and what we'd ship first. Read-only access, no contract.