01 · Readiness
A public, versioned rubric
Tested points are scored. Untested signals remain visible as unknown and reduce coverage.
Answer visibility starts with evidence
See what answer engines can actually use.
Audit a public site for direct answers, sources, authorship, structured data, bot access, and static extractability. Unknown stays unknown.
What does AISearchOps.com measure?
AISearchOps.com checks whether public pages expose clear, attributable evidence that answer systems can retrieve and cite. Its 100-point readiness rubric keeps untested evidence unknown and reports observed provider visibility separately, so a technical score is never presented as a citation promise.
The rubric is normalized to 100 percent, while the free audit samples up to 10 public pages and reports measured coverage separately.
The product follows Google Search guidance for generative AI features and keeps eligibility evidence separate from outcome claims.
What the report contains
02 · Visibility
Observed, never implied
API observations are reported separately from site readiness, with provider and prompt provenance.
03 · Confidence
Sample limits stay attached
Repetitions, failures, coverage, and variance determine the confidence label.