Request a scoped AI visibility diagnostic
We review your site against the structural patterns AI systems use to parse, trust, and cite. Findings determine the right scoped path.
What we check
machine-readable guidance
Can AI systems understand what your site is, what it offers, and how to treat the content without guessing?
answer structure
Do your core pages expose clear answer-shaped structure where it improves retrieval, trust, and buyer comprehension?
trust signals
Does the site expose the structured trust signals AI and search systems use to decide whether to cite or rely on you?
extractable sections
Can retrieval systems extract standalone answers from the site without losing meaning, context, or the commercial thread?
retrieval posture
Does the site expose a clear posture for AI retrieval rather than leaving crawlers to infer intent from generic pages?
delivery quality
Does the site load and behave cleanly enough to support trust, retrieval, and conversion instead of dragging them down?
Request diagnostic review
Share your live site, stack, and visibility gap. We review whether a focused diagnostic or a fuller principal review is the right next step.