Good
MachineRank is a free tool that measures how well AI models can discover, understand, and cite any website. It analyzes llms.
6 improvements found
Category profile
What AI gets
MachineRank
MachineRank website analysis tool
MachineRank public domain rankings/leaderboard
What AI misses
Does MachineRank have an API or developer resources?
What recommendations does MachineRank provide to improve a site's AI readiness?
Pricing and free-tool claim
Top opportunity
HIGH IMPACTContent in initial HTML
Important content is present in the initial HTML response, not loaded by JavaScript.
CONSTRAINT Trust & Citability0
Answerability
Does MachineRank have an API or developer resources?
What recommendations does MachineRank provide to improve a site's AI readiness?
Make machinerank.ai better for AI
MachineRank found 6 opportunities. Select issues to build a fix plan.
Select issues to fix
6 opportunities
Content in initial HTML
Important content is present in the initial HTML response, not loaded by JavaScript.
Evidence
Why it matters
AI crawlers typically do not execute JavaScript. If your key content only appears after JavaScript runs, it is invisible to most AI systems.
Target audience identifiable
The intended audience can be identified from site content.
Evidence
Why it matters
Addressing this issue will improve how accurately AI systems can understand and represent your site.
About page
An About page establishes organizational identity and context for AI systems.
Evidence
Why it matters
An About page is one of the primary ways AI models establish organizational identity and context. Without one, models have to infer this from marketing copy alone.
Contact information
Accessible contact information establishes trust and citability for AI systems.
Evidence
Why it matters
Accessible contact information helps establish trust and allows AI systems to cite you as a real, reachable organization.
Privacy policy & Terms
Legal pages establish legitimacy and are signals of a trustworthy site.
Evidence
Why it matters
Privacy policy and terms of service pages signal legitimacy and are required by many AI content policies for citing or referencing a site.
Semantic heading structure
A clear heading hierarchy (H1 → H2 → H3) helps AI parse content structure.
Evidence
Why it matters
Addressing this issue will improve how accurately AI systems can understand and represent your site.