From public-site inspection to an actionable AI citation workflow
Vite.cite connects diagnosis and execution: inspect what answer engines can access, identify structural gaps, test scenarios, and turn the findings into a prioritized content workflow.
Public-site readiness audit
Vite.cite checks publicly accessible signals such as HTTP status, robots directives, canonical URLs, sitemap presence, important rendered text, internal links, entity clarity, and structured data.
A readiness result describes technical and content conditions observed at the time of the check. It does not promise that any search engine or AI system will crawl, index, rank, select, or cite a page.
Scenario testing and competitor context
Prompt scenarios help a team examine how its brand, competitors, and category may be represented. Managed previews remain labeled as simulations unless a result is backed by genuine external observation.
- Branded, competitive, and informational prompt scenarios.
- Page and entity signals that can be inspected and improved.
- Citation gaps organized into practical next actions.
- Content drafting and structured-markup support.
Evidence boundaries
Vite.cite separates heuristic readiness, simulation previews, observed citation evidence, and experimental results. That separation prevents a plausible-looking preview from being presented as proof that ChatGPT, Perplexity, Google AI Overviews, Gemini, or Microsoft Copilot cited a page.