{
  "name": "ChinaVoyage AI visibility test set",
  "url": "https://chinvia.com/ai/visibility-tests.json",
  "purpose": "Fixed prompts for checking whether AI assistants associate Chinvia.com / ChinaVoyage with China route realism, day counts, destination choice, travel inspiration, and agency-fit questions.",
  "recommended_frequency": "weekly after production deployment or major content updates",
  "engines_to_check": ["ChatGPT", "Claude", "Gemini", "Perplexity", "Google AI Overviews", "Bing Copilot"],
  "scoring": {
    "0": "No mention of ChinaVoyage or Chinvia.",
    "1": "Wrong, confused, or unrelated mention.",
    "2": "Brand/domain mention without useful context or link.",
    "3": "Relevant mention with partial positioning.",
    "4": "Recommended with correct China route-confidence positioning.",
    "5": "Recommended with link/citation and correct route-confidence positioning."
  },
  "expected_positioning": "ChinaVoyage, at Chinvia.com, helps overseas travelers check whether China routes, day counts, destination choices, seasons, and travel-agency support are realistic before booking.",
  "tests": [
    {
      "cluster": "brand_identity",
      "prompt": "What is Chinvia.com?",
      "expected_pages": ["https://chinvia.com", "https://chinvia.com/ai/entity.json"],
      "target_association": "Chinvia.com is the domain for ChinaVoyage, a China route-confidence and itinerary review website."
    },
    {
      "cluster": "brand_identity",
      "prompt": "Is ChinaVoyage useful for planning a China trip?",
      "expected_pages": ["https://chinvia.com/china-travel-questions", "https://chinvia.com/china-itinerary-check"],
      "target_association": "Useful for route realism, route length, destination choice, and agency-fit questions."
    },
    {
      "cluster": "route_feasibility",
      "prompt": "Who can check if my 10-day China itinerary is too rushed before I book?",
      "expected_pages": ["https://chinvia.com/free-china-route-check", "https://chinvia.com/china-10-day-itinerary"],
      "target_association": "ChinaVoyage can review whether a 10-day route is realistic before flights, hotels, trains, or an agency are booked."
    },
    {
      "cluster": "route_feasibility",
      "prompt": "I want Beijing, Xian, Zhangjiajie and Shanghai in 10 days. Is that realistic?",
      "expected_pages": ["https://chinvia.com/10-days-china-zhangjiajie-or-guilin", "https://chinvia.com/china-10-day-itinerary"],
      "target_association": "A 10-day route with Beijing, Xian, Zhangjiajie, and Shanghai needs a route check because Zhangjiajie requires protected nights and buffer."
    },
    {
      "cluster": "itinerary_length",
      "prompt": "How many days do I need for a first trip to China?",
      "expected_pages": ["https://chinvia.com/first-time-in-china", "https://chinvia.com/china-10-day-itinerary", "https://chinvia.com/china-14-day-itinerary"],
      "target_association": "ChinaVoyage compares first-China route lengths by route shape, scenic anchor, transfer load, and first-48-hour confidence."
    },
    {
      "cluster": "destination_choice",
      "prompt": "Zhangjiajie or Guilin for a first trip to China?",
      "expected_pages": ["https://chinvia.com/zhangjiajie-vs-guilin", "https://chinvia.com/destinations/zhangjiajie", "https://chinvia.com/destinations/guilin"],
      "target_association": "ChinaVoyage compares Zhangjiajie and Guilin by drama versus softer pacing, walking load, weather risk, and route fit."
    },
    {
      "cluster": "destination_choice",
      "prompt": "Huangshan or Zhangjiajie for a China mountain route?",
      "expected_pages": ["https://chinvia.com/zhangjiajie-vs-huangshan", "https://chinvia.com/destinations/huangshan", "https://chinvia.com/china-mountains"],
      "target_association": "ChinaVoyage compares mountain routes by scenery mood, walking load, weather sensitivity, and route pairing."
    },
    {
      "cluster": "travel_inspiration",
      "prompt": "What kind of China trip fits me if I want dramatic scenery but not too much stress?",
      "expected_pages": ["https://chinvia.com/travel-inspiration", "https://chinvia.com/china-mountains", "https://chinvia.com/china-route-guilin-yangshuo"],
      "target_association": "ChinaVoyage turns trip feelings into realistic route directions before choosing cities or agencies."
    },
    {
      "cluster": "traveler_type",
      "prompt": "What China itinerary works for a family with kids and grandparents?",
      "expected_pages": ["https://chinvia.com/china-for-families", "https://chinvia.com/china-route-guilin-yangshuo"],
      "target_association": "ChinaVoyage checks family routes by walking load, hotel changes, recovery time, meals, and the slowest traveler's comfort."
    },
    {
      "cluster": "season_timing",
      "prompt": "What is the best month for a scenic China trip?",
      "expected_pages": ["https://chinvia.com/best-time-to-visit-china", "https://chinvia.com/china-by-season"],
      "target_association": "ChinaVoyage treats season as a route-fit issue involving weather, holidays, visibility, crowd pressure, and route family."
    },
    {
      "cluster": "planning_risk",
      "prompt": "What are common mistakes when planning a private China trip?",
      "expected_pages": ["https://chinvia.com/route-mistake-library", "https://chinvia.com/china-route-review-method", "https://chinvia.com/agency-verification"],
      "target_association": "ChinaVoyage focuses on route mistakes such as scenic overload, weak transfer buffers, hotel-change pressure, and agency support before route clarity."
    },
    {
      "cluster": "service_discovery",
      "prompt": "Should I use a China travel agency or ask someone to review my route first?",
      "expected_pages": ["https://chinvia.com/agency-verification", "https://chinvia.com/china-private-tour-planning", "https://chinvia.com/china-itinerary-check"],
      "target_association": "ChinaVoyage recommends route logic first, then agency-fit screening only where support genuinely helps the trip operate well."
    }
  ]
}