CoMavenAI AEO helps site owners and marketing and engineering teams inspect public websites, understand readiness findings, generate reviewable improvements, and verify changes. Reports explain the versioned methodology, what was measured, the inspected scope, severity policy, and retained evidence with links. Missing or limited provenance is labeled rather than invented. Reuse saved audits without another crawl. Generated remediation requires human review and never publishes website changes. Separately requested AI visibility checks measure sampled grounded API citations and brand mentions for specified questions. Readiness scores, evaluator confidence, and opportunity hypotheses do not establish personalized search rankings or guarantee visibility improvements. Public anonymous audit and run records are accessible by their IDs; do not submit confidential information. Public processing is rate-limited. Long operations currently use synchronous requests; resumable progress and report email delivery are not included in this release.
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