{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-08",
  "country": "United Kingdom",
  "industry": "Cloud Data Platform",
  "rankings": [
    {
      "rank": 1,
      "slug": "microsoft",
      "company": "Microsoft",
      "website": "microsoft.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/microsoft",
      "rankChange": 1,
      "mentionCount": 28,
      "previousRank": 2,
      "visibilityScore": 71.8
    },
    {
      "rank": 2,
      "slug": "google",
      "company": "Google",
      "website": "google.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/google",
      "rankChange": -1,
      "mentionCount": 27,
      "previousRank": 1,
      "visibilityScore": 69.2
    },
    {
      "rank": 3,
      "slug": "snowflake",
      "company": "Snowflake",
      "website": "snowflake.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/snowflake",
      "rankChange": 2,
      "mentionCount": 19,
      "previousRank": 5,
      "visibilityScore": 48.7
    },
    {
      "rank": 4,
      "slug": "databricks",
      "company": "Databricks",
      "website": "databricks.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/databricks",
      "rankChange": -1,
      "mentionCount": 18,
      "previousRank": 3,
      "visibilityScore": 46.2
    },
    {
      "rank": 5,
      "slug": "capgemini",
      "company": "Capgemini",
      "website": "capgemini.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/capgemini",
      "rankChange": 15,
      "mentionCount": 12,
      "previousRank": 20,
      "visibilityScore": 30.8
    },
    {
      "rank": 6,
      "slug": "accenture",
      "company": "Accenture",
      "website": "accenture.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/accenture",
      "rankChange": 9,
      "mentionCount": 10,
      "previousRank": 15,
      "visibilityScore": 25.6
    },
    {
      "rank": 7,
      "slug": "salesforce",
      "company": "Salesforce",
      "website": "salesforce.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/salesforce",
      "rankChange": null,
      "mentionCount": 10,
      "previousRank": null,
      "visibilityScore": 25.6
    },
    {
      "rank": 8,
      "slug": "ibm",
      "company": "IBM",
      "website": "ibm.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/ibm",
      "rankChange": 3,
      "mentionCount": 8,
      "previousRank": 11,
      "visibilityScore": 20.5
    },
    {
      "rank": 9,
      "slug": "thoughtworks",
      "company": "Thoughtworks",
      "website": "thoughtworks.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/thoughtworks",
      "rankChange": 18,
      "mentionCount": 8,
      "previousRank": 27,
      "visibilityScore": 20.5
    },
    {
      "rank": 10,
      "slug": "deloitte",
      "company": "Deloitte",
      "website": "deloitte.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/deloitte",
      "rankChange": null,
      "mentionCount": 5,
      "previousRank": null,
      "visibilityScore": 12.8
    },
    {
      "rank": 11,
      "slug": "oracle",
      "company": "Oracle",
      "website": "oracle.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/oracle",
      "rankChange": 1,
      "mentionCount": 5,
      "previousRank": 12,
      "visibilityScore": 12.8
    },
    {
      "rank": 12,
      "slug": "palantir",
      "company": "Palantir",
      "website": "palantir.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/palantir",
      "rankChange": -4,
      "mentionCount": 5,
      "previousRank": 8,
      "visibilityScore": 12.8
    },
    {
      "rank": 13,
      "slug": "azure",
      "company": "Azure",
      "website": "azure.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/azure",
      "rankChange": -4,
      "mentionCount": 4,
      "previousRank": 9,
      "visibilityScore": 10.3
    },
    {
      "rank": 14,
      "slug": "barclays",
      "company": "Barclays",
      "website": "barclays.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/barclays",
      "rankChange": 3,
      "mentionCount": 4,
      "previousRank": 17,
      "visibilityScore": 10.3
    },
    {
      "rank": 15,
      "slug": "elastic",
      "company": "Elastic",
      "website": "elastic.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/elastic",
      "rankChange": -9,
      "mentionCount": 4,
      "previousRank": 6,
      "visibilityScore": 10.3
    },
    {
      "rank": 16,
      "slug": "hsbc",
      "company": "HSBC",
      "website": "hsbc.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/hsbc",
      "rankChange": 6,
      "mentionCount": 4,
      "previousRank": 22,
      "visibilityScore": 10.3
    },
    {
      "rank": 17,
      "slug": "ibm-uk",
      "company": "Ibm Uk",
      "website": null,
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/ibm-uk",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 18,
      "slug": "lloyds",
      "company": "Lloyds",
      "website": "lloyds.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/lloyds",
      "rankChange": -11,
      "mentionCount": 3,
      "previousRank": 7,
      "visibilityScore": 7.7
    },
    {
      "rank": 19,
      "slug": "meta",
      "company": "Meta",
      "website": "meta.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/meta",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 20,
      "slug": "ntt-data",
      "company": "Ntt Data",
      "website": "nttdata.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/ntt-data",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 7.7
    },
    {
      "rank": 21,
      "slug": "avanade",
      "company": "Avanade",
      "website": "avanade.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/avanade",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 22,
      "slug": "cloudera",
      "company": "Cloudera",
      "website": "cloudera.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/cloudera",
      "rankChange": -12,
      "mentionCount": 2,
      "previousRank": 10,
      "visibilityScore": 5.1
    },
    {
      "rank": 23,
      "slug": "cognizant",
      "company": "Cognizant",
      "website": "cognizant.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/cognizant",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 24,
      "slug": "gcp",
      "company": "Gcp",
      "website": "gcp.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/gcp",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    },
    {
      "rank": 25,
      "slug": "infosys",
      "company": "Infosys",
      "website": "infosys.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/infosys",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 5.1
    }
  ],
  "lastUpdated": "2026-08-25",
  "previousMonth": "2026-03",
  "totalCompanies": 79,
  "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"
    ]
  }
}