{
  "report": "Books a Mess Before an Audit? Here's Who AI Says to Call",
  "url": "https://www.shortlistreport.com/article/books-are-a-mess",
  "question": "Our books are a mess and we have an audit coming. Who can help?",
  "engine": "ChatGPT",
  "sampleSize": 25,
  "windowStart": "2026-08-08",
  "windowEnd": "2026-08-08",
  "published": "2026-08-08",
  "updated": "2026-08-08",
  "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": "The Alliance Group",
      "domain": "thealliancegroup.com",
      "tier": 1,
      "responses": 3,
      "share": 12
    },
    {
      "name": "Everyday Accounting LLC",
      "domain": null,
      "tier": 1,
      "responses": 2,
      "share": 8
    },
    {
      "name": "Kranz Consulting",
      "domain": null,
      "tier": 1,
      "responses": 2,
      "share": 8
    },
    {
      "name": "Preferred Small Business Solutions",
      "domain": null,
      "tier": 1,
      "responses": 2,
      "share": 8
    }
  ]
}