{
  "page": 1,
  "sort": "rank",
  "limit": 25,
  "month": "2026-07",
  "country": "Germany",
  "industry": "Cloud Data Platform",
  "rankings": [
    {
      "rank": 1,
      "slug": "sap",
      "company": "SAP",
      "website": "sap.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/sap",
      "rankChange": 1,
      "mentionCount": 38,
      "previousRank": 2,
      "visibilityScore": 79.2
    },
    {
      "rank": 2,
      "slug": "celonis",
      "company": "Celonis",
      "website": "celonis.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/celonis",
      "rankChange": -1,
      "mentionCount": 29,
      "previousRank": 1,
      "visibilityScore": 60.4
    },
    {
      "rank": 3,
      "slug": "google",
      "company": "Google",
      "website": "google.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/google",
      "rankChange": 2,
      "mentionCount": 24,
      "previousRank": 5,
      "visibilityScore": 50
    },
    {
      "rank": 4,
      "slug": "databricks",
      "company": "Databricks",
      "website": "databricks.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/databricks",
      "rankChange": 0,
      "mentionCount": 22,
      "previousRank": 4,
      "visibilityScore": 45.8
    },
    {
      "rank": 5,
      "slug": "snowflake",
      "company": "Snowflake",
      "website": "snowflake.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/snowflake",
      "rankChange": -2,
      "mentionCount": 21,
      "previousRank": 3,
      "visibilityScore": 43.8
    },
    {
      "rank": 6,
      "slug": "microsoft",
      "company": "Microsoft",
      "website": "microsoft.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/microsoft",
      "rankChange": 0,
      "mentionCount": 15,
      "previousRank": 6,
      "visibilityScore": 31.3
    },
    {
      "rank": 7,
      "slug": "deutsche-telekom",
      "company": "Deutsche Telekom",
      "website": "deutschetelekom.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/deutsche-telekom",
      "rankChange": 1,
      "mentionCount": 11,
      "previousRank": 8,
      "visibilityScore": 22.9
    },
    {
      "rank": 8,
      "slug": "mongodb",
      "company": "MongoDB",
      "website": "mongodb.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/mongodb",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 9,
      "visibilityScore": 18.8
    },
    {
      "rank": 9,
      "slug": "stackable",
      "company": "Stackable",
      "website": null,
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/stackable",
      "rankChange": 1,
      "mentionCount": 9,
      "previousRank": 10,
      "visibilityScore": 18.8
    },
    {
      "rank": 10,
      "slug": "zalando",
      "company": "Zalando",
      "website": "zalando.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/zalando",
      "rankChange": 21,
      "mentionCount": 9,
      "previousRank": 31,
      "visibilityScore": 18.8
    },
    {
      "rank": 11,
      "slug": "t-systems",
      "company": "T-systems",
      "website": "tsystems.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/t-systems",
      "rankChange": -4,
      "mentionCount": 8,
      "previousRank": 7,
      "visibilityScore": 16.7
    },
    {
      "rank": 12,
      "slug": "ibm",
      "company": "IBM",
      "website": "ibm.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/ibm",
      "rankChange": 11,
      "mentionCount": 6,
      "previousRank": 23,
      "visibilityScore": 12.5
    },
    {
      "rank": 13,
      "slug": "personio",
      "company": "Personio",
      "website": "personio.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/personio",
      "rankChange": null,
      "mentionCount": 6,
      "previousRank": null,
      "visibilityScore": 12.5
    },
    {
      "rank": 14,
      "slug": "1and1",
      "company": "1&1",
      "website": "1and1.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/1and1",
      "rankChange": -1,
      "mentionCount": 4,
      "previousRank": 13,
      "visibilityScore": 8.3
    },
    {
      "rank": 15,
      "slug": "elastic",
      "company": "Elastic",
      "website": "elastic.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/elastic",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 8.3
    },
    {
      "rank": 16,
      "slug": "hetzner",
      "company": "Hetzner",
      "website": "hetzner.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/hetzner",
      "rankChange": null,
      "mentionCount": 4,
      "previousRank": null,
      "visibilityScore": 8.3
    },
    {
      "rank": 17,
      "slug": "bosch",
      "company": "Bosch",
      "website": "bosch.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/bosch",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 18,
      "slug": "cloudera",
      "company": "Cloudera",
      "website": "cloudera.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/cloudera",
      "rankChange": -7,
      "mentionCount": 3,
      "previousRank": 11,
      "visibilityScore": 6.3
    },
    {
      "rank": 19,
      "slug": "contabo",
      "company": "Contabo",
      "website": "contabo.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/contabo",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 20,
      "slug": "ionos-cloud",
      "company": "Ionos Cloud",
      "website": null,
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/ionos-cloud",
      "rankChange": -8,
      "mentionCount": 3,
      "previousRank": 12,
      "visibilityScore": 6.3
    },
    {
      "rank": 21,
      "slug": "thoughtworks",
      "company": "Thoughtworks",
      "website": "thoughtworks.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/thoughtworks",
      "rankChange": null,
      "mentionCount": 3,
      "previousRank": null,
      "visibilityScore": 6.3
    },
    {
      "rank": 22,
      "slug": "adesso",
      "company": "Adesso",
      "website": "adesso.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/adesso",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 23,
      "slug": "bayer",
      "company": "Bayer",
      "website": "bayer.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/bayer",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    },
    {
      "rank": 24,
      "slug": "capgemini",
      "company": "Capgemini",
      "website": "capgemini.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/capgemini",
      "rankChange": -5,
      "mentionCount": 2,
      "previousRank": 19,
      "visibilityScore": 4.2
    },
    {
      "rank": 25,
      "slug": "dataiku",
      "company": "Dataiku",
      "website": "dataiku.com",
      "industry": "Cloud Data Platform",
      "profileUrl": "https://employers.perceptionx.ai/company/dataiku",
      "rankChange": null,
      "mentionCount": 2,
      "previousRank": null,
      "visibilityScore": 4.2
    }
  ],
  "lastUpdated": "2026-07-11",
  "previousMonth": "2026-03",
  "totalCompanies": 63,
  "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.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}