{
  "date": "2026-11-03",
  "country": "SK",
  "window": {
    "days": 90,
    "start_date": "2026-08-06",
    "end_date": "2026-11-03"
  },
  "tags": {
    "buyer": {
      "id": "e6270da7-ea3b-4fd4-bde5-87950f321253",
      "name": "Výber SEO a GEO agentúry",
      "prompts": 60,
      "kpis": {
        "visibility": {
          "value": 41.7,
          "prev": null,
          "unit": "%"
        },
        "share_of_voice": {
          "value": 4,
          "prev": null,
          "unit": "%"
        },
        "avg_position": {
          "value": 2.628571428571428,
          "prev": null,
          "unit": ""
        },
        "citations": {
          "value": 35,
          "prev": 0,
          "unit": ""
        },
        "tracked_prompts": {
          "value": 60,
          "prev": null,
          "unit": ""
        },
        "missing_prompts": {
          "value": 35,
          "prev": 0,
          "unit": ""
        }
      },
      "exported_brand_rows": 50
    },
    "seo": {
      "id": "9012be4f-8443-495c-8639-fdca36cd8583",
      "name": "SEO a GEO – kľúčové slová Ahrefs",
      "prompts": 40,
      "kpis": {
        "visibility": {
          "value": 17.5,
          "prev": null,
          "unit": "%"
        },
        "share_of_voice": {
          "value": 1.3,
          "prev": null,
          "unit": "%"
        },
        "avg_position": {
          "value": 2.7142857142857144,
          "prev": null,
          "unit": ""
        },
        "citations": {
          "value": 7,
          "prev": 0,
          "unit": ""
        },
        "tracked_prompts": {
          "value": 40,
          "prev": null,
          "unit": ""
        },
        "missing_prompts": {
          "value": 33,
          "prev": 0,
          "unit": ""
        }
      },
      "exported_brand_rows": 50
    }
  },
  "rank_method": "Competition ranking within the fixed 20-provider Slovak cohort: 1 + number with strictly more mentions. Ties share rank. Missing counts remain null, not zero. Each dashboard export contains its top 50 brand rows.",
  "rows": [
    {
      "name": "Visibility",
      "domain": "visibility.sk",
      "buyer_mentions": 47,
      "buyer_rank": 1,
      "seo_mentions": 24,
      "seo_rank": 1
    },
    {
      "name": "Digitalman",
      "domain": "digitalman.sk",
      "buyer_mentions": 35,
      "buyer_rank": 2,
      "seo_mentions": 7,
      "seo_rank": 5
    },
    {
      "name": "Spotibo",
      "domain": "spotibo.sk",
      "buyer_mentions": 27,
      "buyer_rank": 3,
      "seo_mentions": 9,
      "seo_rank": 3
    },
    {
      "name": "Adamovic SEO",
      "domain": "seo-optimalizacia.eu",
      "buyer_mentions": 26,
      "buyer_rank": 4,
      "seo_mentions": 5,
      "seo_rank": 11
    },
    {
      "name": "ui42",
      "domain": "ui42.sk",
      "buyer_mentions": 25,
      "buyer_rank": 5,
      "seo_mentions": 12,
      "seo_rank": 2
    },
    {
      "name": "SEOLINE",
      "domain": "seoline.sk",
      "buyer_mentions": 25,
      "buyer_rank": 5,
      "seo_mentions": 9,
      "seo_rank": 3
    },
    {
      "name": "Basta digital",
      "domain": "bastadigital.com",
      "buyer_mentions": 23,
      "buyer_rank": 7,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "iMPROVE",
      "domain": "improve.sk",
      "buyer_mentions": 20,
      "buyer_rank": 8,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "SCR interactive",
      "domain": "scrinteractive.sk",
      "buyer_mentions": 18,
      "buyer_rank": 9,
      "seo_mentions": 6,
      "seo_rank": 8
    },
    {
      "name": "Gradeta",
      "domain": "gradeta.sk",
      "buyer_mentions": 17,
      "buyer_rank": 10,
      "seo_mentions": 7,
      "seo_rank": 5
    },
    {
      "name": "Webman",
      "domain": "webman.sk",
      "buyer_mentions": 17,
      "buyer_rank": 10,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "ROI index",
      "domain": "roi-index.com",
      "buyer_mentions": 17,
      "buyer_rank": 10,
      "seo_mentions": 6,
      "seo_rank": 8
    },
    {
      "name": "GoUP",
      "domain": "goup.sk",
      "buyer_mentions": 13,
      "buyer_rank": 13,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "Invelity",
      "domain": "invelity.com",
      "buyer_mentions": 12,
      "buyer_rank": 14,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "InstaPrePodnik",
      "domain": "instaprepodnik.sk",
      "buyer_mentions": 11,
      "buyer_rank": 15,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "BeeSeo",
      "domain": "beeseo.sk",
      "buyer_mentions": 8,
      "buyer_rank": 16,
      "seo_mentions": 7,
      "seo_rank": 5
    },
    {
      "name": "Dexfinity",
      "domain": "dexfinity.com",
      "buyer_mentions": 4,
      "buyer_rank": 17,
      "seo_mentions": 4,
      "seo_rank": 12
    },
    {
      "name": "Peter Weidinger",
      "domain": "weidinger.sk",
      "buyer_mentions": null,
      "buyer_rank": null,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "Madviso",
      "domain": "madviso.sk",
      "buyer_mentions": null,
      "buyer_rank": null,
      "seo_mentions": null,
      "seo_rank": null
    },
    {
      "name": "Increaseo",
      "domain": "increaseo.sk",
      "buyer_mentions": null,
      "buyer_rank": null,
      "seo_mentions": 6,
      "seo_rank": 8
    }
  ],
  "digit_word_audit": {
    "match": "case- and accent-insensitive substring digit",
    "matched_prompts": [
      {
        "prompt": "digitálna agentúra",
        "group": "seo"
      },
      {
        "prompt": "digitálna marketingová agentúra",
        "group": "seo"
      },
      {
        "prompt": "Ktoré agentúry na Slovensku budujú autoritu značky cez off-page SEO a digitálne PR?",
        "group": "buyer"
      },
      {
        "prompt": "Ktoré slovenské digitálne agentúry majú špecializovaný tím na SEO a GEO?",
        "group": "buyer"
      },
      {
        "prompt": "digitalna agentura",
        "group": "legacy"
      }
    ],
    "by_group": {
      "seo": 2,
      "buyer": 2,
      "legacy": 1
    },
    "sensitivity_metric": "AI answers citing digitalman.sk, not brand mentions. GoogleSearch excluded. Existing answers filtered, no new AI execution.",
    "all": {
      "attempts": 312,
      "citing_answers": 43,
      "percent": 13.78
    },
    "without_digit": {
      "attempts": 297,
      "citing_answers": 41,
      "percent": 13.8
    }
  },
  "caveats": [
    "Tag comparison changes topic, intent and wording together; it does not isolate the causal effect of a word.",
    "The SEO/Ahrefs tag also contains GEO and broad digital-agency phrases; it is not a pure SEO-only supplier-selection sample.",
    "Neither tag is an objective ground-truth ranking.",
    "Four untagged legacy prompts are excluded from tag-to-tag comparison, but included in the 104-prompt lexical audit."
  ]
}