{
  "slug": "balfour-beatty",
  "month": "2026-09",
  "status": "current",
  "themes": {
    "Wellbeing & Balance": {
      "rank": 6,
      "score": 33.3
    }
  },
  "company": "Balfour Beatty",
  "country": "United Kingdom",
  "history": [
    {
      "rank": 53,
      "month": "2026-02",
      "visibilityScore": 2.2
    },
    {
      "rank": 4,
      "month": "2026-03",
      "visibilityScore": 50
    }
  ],
  "summary": "Balfour Beatty is tracked across AI employer visibility rankings in the Manufacturing & Industrial sector. When candidates research the company through AI, it appears in a moderate share of employer-related queries — ranking #53 out of 122 Manufacturing & Industrial companies in the PerceptionX index.\n\nAI models most frequently position Balfour Beatty alongside Rolls-Royce, BAE Systems, and Tata when discussing Manufacturing & Industrial employers.\n\nThe company shows strongest employer visibility in Wellbeing & Balance. Visibility gaps exist in Application & Communication, Candidate Feedback and Career Opportunities, where competitors tend to dominate the AI narrative.\n\nBalfour Beatty's Visibility Score has risen from 2.2 to 2.6 across its last 3 measurements (since February 2026). Over that period it has moved ahead of Basf and Cummins. British Sugar and Hitachi have moved ahead of it. It now trails Toyota by 2.5 points.\n\nThis analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.",
  "website": "balfourbeatty.com",
  "industry": "Manufacturing & Industrial",
  "profileUrl": "https://employers.perceptionx.ai/company/balfour-beatty",
  "lastUpdated": "2026-09-20",
  "modelScores": {
    "chatgpt": 7.7,
    "googleAi": 0,
    "perplexity": 0
  },
  "overallRank": 708,
  "industryRank": 53,
  "mentionCount": 1,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "rolls-royce",
      "company": "Rolls-Royce",
      "visibilityScore": 71.8
    },
    {
      "rank": 2,
      "slug": "bae-systems",
      "company": "BAE Systems",
      "visibilityScore": 66.7
    },
    {
      "rank": 3,
      "slug": "tata",
      "company": "Tata",
      "visibilityScore": 46.2
    },
    {
      "rank": 4,
      "slug": "unilever",
      "company": "Unilever",
      "visibilityScore": 35.9
    },
    {
      "rank": 5,
      "slug": "gsk",
      "company": "GSK",
      "visibilityScore": 20.5
    }
  ],
  "otherIndustries": [],
  "visibilityScore": 2.6,
  "totalCompaniesInCountry": 1415,
  "totalCompaniesInIndustry": 122,
  "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"
    ]
  }
}