{
  "note": "Valvoline is not in the current index; this profile reflects its last ranked period (2026-01).",
  "slug": "valvoline",
  "month": "2026-01",
  "status": "historical",
  "themes": {
    "Wellbeing & Balance": {
      "rank": 14,
      "score": 33.3
    }
  },
  "company": "Valvoline",
  "country": "United States",
  "history": [
    {
      "rank": 49,
      "month": "2026-01",
      "visibilityScore": 2.6
    }
  ],
  "summary": null,
  "website": "valvoline.com",
  "industry": "Automotive",
  "lastRanked": "2026-01",
  "profileUrl": "https://employers.perceptionx.ai/company/valvoline",
  "lastUpdated": "2026-01",
  "modelScores": {
    "chatgpt": 0,
    "googleAi": 9.1,
    "perplexity": 0
  },
  "overallRank": 674,
  "industryRank": 49,
  "mentionCount": 1,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "ford",
      "company": "Ford",
      "visibilityScore": 79.5
    },
    {
      "rank": 2,
      "slug": "toyota",
      "company": "Toyota",
      "visibilityScore": 64.1
    },
    {
      "rank": 3,
      "slug": "general-motors",
      "company": "General Motors",
      "visibilityScore": 61.5
    },
    {
      "rank": 4,
      "slug": "tesla",
      "company": "Tesla",
      "visibilityScore": 61.5
    },
    {
      "rank": 5,
      "slug": "honda",
      "company": "Honda",
      "visibilityScore": 43.6
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 2.6,
  "totalCompaniesInCountry": 822,
  "totalCompaniesInIndustry": 50,
  "methodology": {
    "version": "1.0",
    "url": "https://employers.perceptionx.ai/api-docs#methodology",
    "description": "Visibility Score (0-100) is the share of AI model × candidate-experience-theme combinations within an industry and country where the company was mentioned in AI-generated answers to candidate-style questions. Ranks are computed per industry and country; ties break by mention count, then company name. Responses from other assistants (e.g. Claude, DeepSeek) are collected for research but not included in index scoring.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}