{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "United Kingdom",
  "industry": "Technology",
  "rankings": [
    {
      "rank": 1,
      "slug": "google",
      "company": "Google",
      "website": "google.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/google",
      "rankChange": 2,
      "mentionCount": 30,
      "previousRank": 3,
      "visibilityScore": 76.9
    },
    {
      "rank": 2,
      "slug": "microsoft",
      "company": "Microsoft",
      "website": "microsoft.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/microsoft",
      "rankChange": 2,
      "mentionCount": 29,
      "previousRank": 4,
      "visibilityScore": 74.4
    },
    {
      "rank": 3,
      "slug": "revolut",
      "company": "Revolut",
      "website": "revolut.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/revolut",
      "rankChange": 7,
      "mentionCount": 20,
      "previousRank": 10,
      "visibilityScore": 51.3
    },
    {
      "rank": 4,
      "slug": "salesforce",
      "company": "Salesforce",
      "website": "salesforce.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/salesforce",
      "rankChange": -2,
      "mentionCount": 17,
      "previousRank": 2,
      "visibilityScore": 43.6
    },
    {
      "rank": 5,
      "slug": "ibm",
      "company": "IBM",
      "website": "ibm.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/ibm",
      "rankChange": 9,
      "mentionCount": 15,
      "previousRank": 14,
      "visibilityScore": 38.5
    },
    {
      "rank": 6,
      "slug": "apple",
      "company": "Apple",
      "website": "apple.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/apple",
      "rankChange": 13,
      "mentionCount": 13,
      "previousRank": 19,
      "visibilityScore": 33.3
    },
    {
      "rank": 7,
      "slug": "arm",
      "company": "Arm",
      "website": "arm.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/arm",
      "rankChange": -6,
      "mentionCount": 13,
      "previousRank": 1,
      "visibilityScore": 33.3
    },
    {
      "rank": 8,
      "slug": "wise",
      "company": "Wise",
      "website": "wise.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/wise",
      "rankChange": 10,
      "mentionCount": 13,
      "previousRank": 18,
      "visibilityScore": 33.3
    },
    {
      "rank": 9,
      "slug": "meta",
      "company": "Meta",
      "website": "meta.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/meta",
      "rankChange": null,
      "mentionCount": 12,
      "previousRank": null,
      "visibilityScore": 30.8
    },
    {
      "rank": 10,
      "slug": "deliveroo",
      "company": "Deliveroo",
      "website": "deliveroo.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/deliveroo",
      "rankChange": 12,
      "mentionCount": 11,
      "previousRank": 22,
      "visibilityScore": 28.2
    },
    {
      "rank": 11,
      "slug": "ocado",
      "company": "Ocado",
      "website": "ocado.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/ocado",
      "rankChange": -2,
      "mentionCount": 10,
      "previousRank": 9,
      "visibilityScore": 25.6
    },
    {
      "rank": 12,
      "slug": "darktrace",
      "company": "Darktrace",
      "website": "darktrace.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/darktrace",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 13,
      "visibilityScore": 23.1
    },
    {
      "rank": 13,
      "slug": "oracle",
      "company": "Oracle",
      "website": "oracle.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/oracle",
      "rankChange": 4,
      "mentionCount": 9,
      "previousRank": 17,
      "visibilityScore": 23.1
    },
    {
      "rank": 14,
      "slug": "bt",
      "company": "BT",
      "website": "bt.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/bt",
      "rankChange": 7,
      "mentionCount": 8,
      "previousRank": 21,
      "visibilityScore": 20.5
    },
    {
      "rank": 15,
      "slug": "thoughtworks",
      "company": "Thoughtworks",
      "website": "thoughtworks.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/thoughtworks",
      "rankChange": 11,
      "mentionCount": 8,
      "previousRank": 26,
      "visibilityScore": 20.5
    },
    {
      "rank": 16,
      "slug": "accenture",
      "company": "Accenture",
      "website": "accenture.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/accenture",
      "rankChange": -9,
      "mentionCount": 7,
      "previousRank": 7,
      "visibilityScore": 17.9
    },
    {
      "rank": 17,
      "slug": "cisco",
      "company": "Cisco",
      "website": "cisco.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/cisco",
      "rankChange": -6,
      "mentionCount": 7,
      "previousRank": 11,
      "visibilityScore": 17.9
    },
    {
      "rank": 18,
      "slug": "sage",
      "company": "Sage",
      "website": "sage.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/sage",
      "rankChange": -13,
      "mentionCount": 6,
      "previousRank": 5,
      "visibilityScore": 15.4
    },
    {
      "rank": 19,
      "slug": "transferwise",
      "company": "Transferwise",
      "website": "transferwise.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/transferwise",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 15.4
    },
    {
      "rank": 20,
      "slug": "capgemini",
      "company": "Capgemini",
      "website": "capgemini.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/capgemini",
      "rankChange": -8,
      "mentionCount": 5,
      "previousRank": 12,
      "visibilityScore": 12.8
    },
    {
      "rank": 21,
      "slug": "servicenow",
      "company": "ServiceNow",
      "website": "servicenow.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/servicenow",
      "rankChange": -13,
      "mentionCount": 4,
      "previousRank": 8,
      "visibilityScore": 10.3
    },
    {
      "rank": 22,
      "slug": "aviva",
      "company": "Aviva",
      "website": "aviva.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/aviva",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 23,
      "slug": "barclays",
      "company": "Barclays",
      "website": "barclays.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/barclays",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 24,
      "slug": "dell",
      "company": "Dell",
      "website": "dell.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/dell",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 25,
      "slug": "deloitte",
      "company": "Deloitte",
      "website": "deloitte.com",
      "industry": "Technology",
      "profileUrl": "https://employers.perceptionx.ai/company/deloitte",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-04",
  "totalCompanies": 83,
  "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"
    ]
  }
}