{
  "slug": "doctolib",
  "month": "2026-09",
  "status": "current",
  "themes": {
    "Innovation": {
      "rank": 6,
      "score": 66.7
    },
    "Leadership": {
      "rank": 9,
      "score": 33.3
    },
    "Onboarding": {
      "rank": 8,
      "score": 33.3
    },
    "Company Culture": {
      "rank": 10,
      "score": 33.3
    },
    "Candidate Feedback": {
      "rank": 7,
      "score": 33.3
    },
    "Wellbeing & Balance": {
      "rank": 11,
      "score": 33.3
    },
    "Career Opportunities": {
      "rank": 13,
      "score": 33.3
    },
    "Interview Experience": {
      "rank": 2,
      "score": 66.7
    },
    "Mission, Purpose & Impact": {
      "rank": 2,
      "score": 66.7
    },
    "Application & Communication": {
      "rank": 12,
      "score": 33.3
    }
  },
  "company": "Doctolib",
  "country": "France",
  "history": [
    {
      "rank": 2,
      "month": "2026-02",
      "visibilityScore": 50
    },
    {
      "rank": 6,
      "month": "2026-03",
      "visibilityScore": 33.3
    },
    {
      "rank": 1,
      "month": "2026-04",
      "visibilityScore": 71.9
    }
  ],
  "summary": "Doctolib is tracked across AI employer visibility rankings in the Technology sector. When candidates research the company through AI, it appears frequently in employer-related queries — ranking #7 out of 90 Technology companies in the PerceptionX index.\n\nAI models most frequently position Doctolib alongside Capgemini, Dassault, and Microsoft when discussing Technology employers.\n\nThe company shows strongest employer visibility in Application & Communication, Candidate Feedback and Career Opportunities. Visibility gaps exist in Compensation, Inclusion and Job Security, where competitors tend to dominate the AI narrative.\n\nDoctolib's Visibility Score has fallen from 50 to 33.3 across its last 4 measurements (since February 2026), slipping 5 places in the Technology rankings. Dassault and Microsoft have moved ahead of it. It now trails Thales by 2.6 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": "doctolib.com",
  "industry": "Technology",
  "profileUrl": "https://employers.perceptionx.ai/company/doctolib",
  "lastUpdated": "2026-09-20",
  "modelScores": {
    "chatgpt": 53.8,
    "googleAi": 7.7,
    "perplexity": 38.5
  },
  "overallRank": 116,
  "industryRank": 7,
  "mentionCount": 13,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "capgemini",
      "company": "Capgemini",
      "visibilityScore": 59
    },
    {
      "rank": 2,
      "slug": "dassault",
      "company": "Dassault",
      "visibilityScore": 53.8
    },
    {
      "rank": 3,
      "slug": "microsoft",
      "company": "Microsoft",
      "visibilityScore": 46.2
    },
    {
      "rank": 4,
      "slug": "atos",
      "company": "Atos",
      "visibilityScore": 41
    },
    {
      "rank": 5,
      "slug": "google",
      "company": "Google",
      "visibilityScore": 41
    }
  ],
  "otherIndustries": [
    {
      "industry": "Enterprise Software",
      "industryRank": 24,
      "visibilityScore": 5.1
    },
    {
      "industry": "Fintech",
      "industryRank": 14,
      "visibilityScore": 5.1
    },
    {
      "industry": "Healthcare",
      "industryRank": 25,
      "visibilityScore": 5.1
    },
    {
      "industry": "Artificial Intelligence",
      "industryRank": 32,
      "visibilityScore": 2.6
    },
    {
      "industry": "Travel",
      "industryRank": 38,
      "visibilityScore": 2.6
    }
  ],
  "visibilityScore": 33.3,
  "totalCompaniesInCountry": 1140,
  "totalCompaniesInIndustry": 90,
  "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"
    ]
  }
}