{
  "report": "Technical AEO and GEO: The Agencies The Shortlist Report Finds",
  "url": "https://www.shortlistreport.com/article/technical-aeo-geo",
  "question": "Who handles the technical side of AEO and GEO?",
  "engine": "ChatGPT",
  "sampleSize": 78,
  "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": "Enleaf",
      "domain": "enleaf.com",
      "tier": 1,
      "responses": 12,
      "share": 15.4
    },
    {
      "name": "The AI Search Agency",
      "domain": null,
      "tier": 1,
      "responses": 11,
      "share": 14.1
    },
    {
      "name": "Pfaff Digital",
      "domain": "pfaffdigital.com",
      "tier": 1,
      "responses": 10,
      "share": 12.8
    },
    {
      "name": "AI Search Engineers",
      "domain": null,
      "tier": 1,
      "responses": 9,
      "share": 11.5
    },
    {
      "name": "Cursive",
      "domain": "cursive.works",
      "tier": 1,
      "responses": 9,
      "share": 11.5
    },
    {
      "name": "CrawlCheck",
      "domain": "crawlcheck.io",
      "tier": 1,
      "responses": 8,
      "share": 10.3
    },
    {
      "name": "OpenForBots",
      "domain": "openforbots.com",
      "tier": 1,
      "responses": 8,
      "share": 10.3
    },
    {
      "name": "POLARIS",
      "domain": "polarisagency.com",
      "tier": 1,
      "responses": 7,
      "share": 9
    },
    {
      "name": "Revisible",
      "domain": "revisible.com",
      "tier": 1,
      "responses": 7,
      "share": 9
    },
    {
      "name": "VOCTOS",
      "domain": "voctos.com",
      "tier": 1,
      "responses": 7,
      "share": 9
    }
  ]
}