{
  "source": "deterministic_structured",
  "items": [
    {
      "question": "What is GVE?",
      "answer": "GVE - AI Visibility Infrastructure for the AI-Native Web",
      "derived_from": [
        "entity.designation.name"
      ],
      "certainty": "high"
    },
    {
      "question": "What does GVE make visible to AI engines?",
      "answer": "GVE publishes structured semantic artifacts that help AI systems understand entities, services, pages, and relationships with high fidelity.",
      "derived_from": [
        "entity.semantic_strategy",
        "entity.object_family"
      ],
      "certainty": "high"
    },
    {
      "question": "Which AI engines can use these artifacts?",
      "answer": "The public artifacts are designed for AI-native discovery and can be consumed by engines such as ChatGPT, Perplexity, and Gemini.",
      "derived_from": [
        "entity.visibility_pipeline"
      ],
      "certainty": "high"
    },
    {
      "question": "How does GVE support AI-readable websites?",
      "answer": "GVE continuously normalizes source pages into machine-readable semantic layers, search terms, and FAQ structures to improve AI visibility and retrieval quality.",
      "derived_from": [
        "entity.semantic_strategy",
        "entity.visibility_pipeline"
      ],
      "certainty": "high"
    },
    {
      "question": "Where is the canonical source for this artifact?",
      "answer": "https://globalvisibilityengine.com/pipeline/technical-proof",
      "derived_from": [
        "entity.source_url"
      ],
      "certainty": "high"
    }
  ],
  "source_url": "https://globalvisibilityengine.com/",
  "canonical_url": "https://globalvisibilityengine.com/",
  "entity_url": "https://globalvisibilityengine.com/pipeline/technical-proof",
  "public_api_url": "https://api.novalvia-ai.com/clients/gve/faq/technical-proof.json",
  "site_root": "https://globalvisibilityengine.com",
  "namespace": "gve",
  "generated_at": "2026-07-01T15:21:07.501Z",
  "visibility_pipeline": "entity_visibility",
  "semantic_strategy": "corporate_graph",
  "meta": {
    "source_url": "https://globalvisibilityengine.com/pipeline/technical-proof",
    "canonical_url": "https://globalvisibilityengine.com/pipeline/technical-proof",
    "entity_url": "https://globalvisibilityengine.com/pipeline/technical-proof",
    "public_api_url": "https://api.novalvia-ai.com/clients/gve/faq/technical-proof.json",
    "site_root": "https://globalvisibilityengine.com",
    "namespace": "gve",
    "generated_at": "2026-07-01T15:21:07.501Z",
    "visibility_pipeline": "entity_visibility",
    "semantic_strategy": "corporate_graph",
    "schema": "GVE_ARTIFACT_META_v1",
    "slug": "technical-proof",
    "object_family": "entity",
    "semantic_object_type": "webpage",
    "object_type": "SoftwareApplication",
    "content_tone": "corporate",
    "source_refs": [
      "https://globalvisibilityengine.com/pipeline/technical-proof"
    ],
    "generated_by": "moduleB",
    "public_artifact_kind": "faq"
  },
  "public_artifact_kind": "faq",
  "certification": {
    "schema": "GVE_PUBLIC_OBJECT_CERTIFICATION_v1",
    "status": "CERTIFIABLE",
    "score": 100,
    "reasons": [
      "public_artifact_sanitized"
    ],
    "warnings": [],
    "blocking_reasons": [],
    "evaluated_at": "2026-07-02T10:09:31.353Z",
    "engine": "public_object_certification_v1"
  },
  "public_api_base": "https://api.novalvia-ai.com/clients/gve",
  "provenance": {
    "source_site": "https://globalvisibilityengine.com/",
    "public_api_base": "https://api.novalvia-ai.com/clients/gve",
    "client_namespace": "gve"
  }
}