What is Machine Experience?

Machine Experience (MX) focuses on making digital content easier for software, including AI systems, to access, interpret and use.

What does MX look at?

Being found is just the start.

When you visit a website, you see a page designed for people. Software may receive the original HTML, a rendered page or structured data. Those views can contain different information.

Visibility helps people discover your content. Machine Experience examines what software can access and how clearly that content is described. These are complementary questions.

SEO, GEO & AEO

Can people find your content in search and AI answers?

Focus on visibility in search results and AI-generated answers.

Machine Experience (MX)

Can software access, interpret and use your content?

Focus on access, clear structure and the context software needs.

Content is available

Can software retrieve the content? Check what arrives in the original HTML and what appears after JavaScript runs.

Meaning is explicit

Headings, article boundaries and structured data help describe what a page contains and how its parts relate.

Context is clear

Authors, dates, sources and usage information give software context beyond the main text.

Different views of the same page

The content people see on a page may differ from what software receives. Comparing the two shows which information is available and what may be missing.

See what needs attention.

We review how your websites and digital content are delivered and structured, then provide documented findings and practical recommendations for your team. When machines miss important information, your content may be represented incompletely or inaccurately in AI-powered tools and answers.

MX for publishing groups

Start with your first 10 pages.

Your free automated scan is reviewed by a member of our team before delivery. We confirm the scope and next steps by email.

Get your free MX Audit