{
  "report": "AI Visibility Monitoring and Measurement: What The Shortlist Report Finds",
  "url": "https://www.shortlistreport.com/article/ai-visibility-monitoring-agencies",
  "question": "Who measures brand visibility across AI assistants?",
  "engine": "ChatGPT",
  "sampleSize": 66,
  "windowStart": "2026-09-03",
  "windowEnd": "2026-09-22",
  "published": "2026-09-03",
  "updated": "2026-09-22",
  "publisher": "The Shortlist Report",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "note": "responses = number of sampled responses naming the firm. share = responses / sampleSize, as a percentage. A firm is counted once per response regardless of how many times it is named in it.",
  "firms": [
    {
      "name": "Profound",
      "domain": "tryprofound.com",
      "tier": 1,
      "responses": 39,
      "share": 59.1
    },
    {
      "name": "Ahrefs",
      "domain": "ahrefs.com",
      "tier": 1,
      "responses": 35,
      "share": 53
    },
    {
      "name": "Semrush",
      "domain": "semrush.com",
      "tier": 1,
      "responses": 34,
      "share": 51.5
    },
    {
      "name": "Peec AI",
      "domain": null,
      "tier": 2,
      "responses": 32,
      "share": 48.5
    },
    {
      "name": "Otterly",
      "domain": "otterly.ai",
      "tier": 2,
      "responses": 27,
      "share": 40.9
    },
    {
      "name": "Search Agency",
      "domain": null,
      "tier": 3,
      "responses": 13,
      "share": 19.7
    },
    {
      "name": "AIS Insights",
      "domain": "aisinsights.com",
      "tier": 3,
      "responses": 12,
      "share": 18.2
    },
    {
      "name": "Scrunch",
      "domain": "scrunch.com",
      "tier": 3,
      "responses": 10,
      "share": 15.2
    },
    {
      "name": "CitationLab",
      "domain": "citationlab.ai",
      "tier": 3,
      "responses": 8,
      "share": 12.1
    },
    {
      "name": "Fractl",
      "domain": null,
      "tier": 3,
      "responses": 6,
      "share": 9.1
    }
  ]
}