{ "name": "llms.txt adoption among AI Software Index brands, and AI recommendation rates", "published": "2026-09-26", "publisher": "GetIntel", "method": "GET https:///llms.txt for every brand domain in the AI Software Index (brands.json), redirects followed, 12s timeout. Counted as having a file only when the final response is 200, the path ends in .txt, the body is not HTML, and it contains a markdown heading or link. Recommendation rates come from the AI Software Index (9,978 buyer questions on ChatGPT and Gemini, measured August 2026). A category is compared only when at least two brands with and two without a file appear in it; a gap of 2 points or less counts as equal. Domains that blocked the request (403, 429) or timed out are \"unknown\" and excluded. \"Most often first\" is the brand with the highest first-pick rate among the brands we could check in each category.", "caveats": [ "Files were checked on 26 September 2026; recommendations were measured in August 2026, so some files may postdate the answers.", "Correlation, not cause: larger or more active companies may both publish the file and be recommended more." ], "totals": { "domains_scanned": 1224, "has_file": 573, "no_file": 577, "unknown": 74 }, "category_comparison": { "categories_compared": 123, "file_group_higher": 64, "file_group_lower": 49, "within_2_points": 10, "median_gap_points": 2.6, "sign_test_p_two_sided": 0.188, "median_first_pick_gap_points": 0.0, "most_often_first_brand_has_file": "71 of 126" }, "categories": [ { "category": "API management software", "brands_with_file": 6, "brands_without": 9, "median_mention_rate_with": 0.457, "median_mention_rate_without": 0.388, "compared": true, "median_first_rate_with": 0.075, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Accounting software", "brands_with_file": 4, "brands_without": 7, "median_mention_rate_with": 0.45, "median_mention_rate_without": 0.113, "compared": true, "median_first_rate_with": 0.112, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Accounts payable automation software", "brands_with_file": 13, "brands_without": 5, "median_mention_rate_with": 0.275, "median_mention_rate_without": 0.163, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Affiliate marketing software", "brands_with_file": 7, "brands_without": 8, "median_mention_rate_with": 0.456, "median_mention_rate_without": 0.26, "compared": true, "median_first_rate_with": 0.038, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Agile scrum software", "brands_with_file": 9, "brands_without": 6, "median_mention_rate_with": 0.562, "median_mention_rate_without": 0.213, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Applicant tracking system", "brands_with_file": 14, "brands_without": 7, "median_mention_rate_with": 0.184, "median_mention_rate_without": 0.241, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Appointment scheduling software", "brands_with_file": 9, "brands_without": 7, "median_mention_rate_with": 0.3, "median_mention_rate_without": 0.1, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Auto repair shop software", "brands_with_file": 9, "brands_without": 4, "median_mention_rate_with": 0.163, "median_mention_rate_without": 0.275, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.019, "most_often_first_has_file": true }, { "category": "Background check software", "brands_with_file": 4, "brands_without": 12, "median_mention_rate_with": 0.287, "median_mention_rate_without": 0.188, "compared": true, "median_first_rate_with": 0.006, "median_first_rate_without": 0.025, "most_often_first_has_file": false }, { "category": "Backup software", "brands_with_file": 7, "brands_without": 6, "median_mention_rate_with": 0.188, "median_mention_rate_without": 0.382, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.037, "most_often_first_has_file": false }, { "category": "Benefits administration software", "brands_with_file": 8, "brands_without": 3, "median_mention_rate_with": 0.175, "median_mention_rate_without": 0.212, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Blogging platform", "brands_with_file": 8, "brands_without": 4, "median_mention_rate_with": 0.412, "median_mention_rate_without": 0.238, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.037, "most_often_first_has_file": true }, { "category": "Bookkeeping software", "brands_with_file": 4, "brands_without": 8, "median_mention_rate_with": 0.437, "median_mention_rate_without": 0.093, "compared": true, "median_first_rate_with": 0.082, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Budgeting software", "brands_with_file": 8, "brands_without": 14, "median_mention_rate_with": 0.15, "median_mention_rate_without": 0.144, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.025, "most_often_first_has_file": true }, { "category": "Bug tracking software", "brands_with_file": 12, "brands_without": 10, "median_mention_rate_with": 0.338, "median_mention_rate_without": 0.206, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Business intelligence software", "brands_with_file": 8, "brands_without": 5, "median_mention_rate_with": 0.194, "median_mention_rate_without": 0.475, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.025, "most_often_first_has_file": false }, { "category": "CI/CD software", "brands_with_file": 11, "brands_without": 7, "median_mention_rate_with": 0.188, "median_mention_rate_without": 0.237, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "CMS software", "brands_with_file": 11, "brands_without": 4, "median_mention_rate_with": 0.388, "median_mention_rate_without": 0.269, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "CRM software", "brands_with_file": 11, "brands_without": 5, "median_mention_rate_with": 0.089, "median_mention_rate_without": 0.063, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Chatbot software", "brands_with_file": 10, "brands_without": 6, "median_mention_rate_with": 0.275, "median_mention_rate_without": 0.168, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Childcare management software", "brands_with_file": 8, "brands_without": 5, "median_mention_rate_with": 0.237, "median_mention_rate_without": 0.075, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Church management software", "brands_with_file": 6, "brands_without": 8, "median_mention_rate_with": 0.113, "median_mention_rate_without": 0.188, "compared": true, "median_first_rate_with": 0.006, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Cloud storage software", "brands_with_file": 2, "brands_without": 12, "median_mention_rate_with": 0.55, "median_mention_rate_without": 0.425, "compared": true, "median_first_rate_with": 0.05, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Code review software", "brands_with_file": 13, "brands_without": 5, "median_mention_rate_with": 0.152, "median_mention_rate_without": 0.304, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Community platform software", "brands_with_file": 8, "brands_without": 10, "median_mention_rate_with": 0.356, "median_mention_rate_without": 0.263, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Construction management software", "brands_with_file": 5, "brands_without": 5, "median_mention_rate_with": 0.113, "median_mention_rate_without": 0.575, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Content marketing platform", "brands_with_file": 11, "brands_without": 4, "median_mention_rate_with": 0.325, "median_mention_rate_without": 0.181, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Contract management software", "brands_with_file": 7, "brands_without": 13, "median_mention_rate_with": 0.163, "median_mention_rate_without": 0.138, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Customer data platform", "brands_with_file": 7, "brands_without": 7, "median_mention_rate_with": 0.481, "median_mention_rate_without": 0.192, "compared": true, "median_first_rate_with": 0.038, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Customer feedback software", "brands_with_file": 12, "brands_without": 12, "median_mention_rate_with": 0.254, "median_mention_rate_without": 0.127, "compared": true, "median_first_rate_with": 0.006, "median_first_rate_without": 0.019, "most_often_first_has_file": false }, { "category": "Customer journey analytics software", "brands_with_file": 11, "brands_without": 11, "median_mention_rate_with": 0.225, "median_mention_rate_without": 0.2, "compared": true, "median_first_rate_with": 0.05, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Cybersecurity software", "brands_with_file": 12, "brands_without": 7, "median_mention_rate_with": 0.212, "median_mention_rate_without": 0.125, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Data visualization software", "brands_with_file": 6, "brands_without": 9, "median_mention_rate_with": 0.169, "median_mention_rate_without": 0.212, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Dental practice management software", "brands_with_file": 4, "brands_without": 8, "median_mention_rate_with": 0.087, "median_mention_rate_without": 0.144, "compared": true, "median_first_rate_with": 0.006, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Document management software", "brands_with_file": 6, "brands_without": 9, "median_mention_rate_with": 0.224, "median_mention_rate_without": 0.55, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.05, "most_often_first_has_file": false }, { "category": "Donor management software", "brands_with_file": 6, "brands_without": 4, "median_mention_rate_with": 0.5, "median_mention_rate_without": 0.294, "compared": true, "median_first_rate_with": 0.056, "median_first_rate_without": 0.043, "most_often_first_has_file": true }, { "category": "Dropshipping software", "brands_with_file": 11, "brands_without": 6, "median_mention_rate_with": 0.225, "median_mention_rate_without": 0.206, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "E-commerce platform", "brands_with_file": 11, "brands_without": 1, "median_mention_rate_with": 0.175, "median_mention_rate_without": 0.075, "compared": false, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "E-signature software", "brands_with_file": 2, "brands_without": 10, "median_mention_rate_with": 0.368, "median_mention_rate_without": 0.212, "compared": true, "median_first_rate_with": 0.006, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Email marketing software", "brands_with_file": 10, "brands_without": 4, "median_mention_rate_with": 0.246, "median_mention_rate_without": 0.468, "compared": true, "median_first_rate_with": 0.032, "median_first_rate_without": 0.063, "most_often_first_has_file": true }, { "category": "Email security software", "brands_with_file": 2, "brands_without": 9, "median_mention_rate_with": 0.05, "median_mention_rate_without": 0.588, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.037, "most_often_first_has_file": false }, { "category": "Employee engagement software", "brands_with_file": 13, "brands_without": 11, "median_mention_rate_with": 0.2, "median_mention_rate_without": 0.1, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Employee onboarding software", "brands_with_file": 12, "brands_without": 6, "median_mention_rate_with": 0.125, "median_mention_rate_without": 0.107, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Employee scheduling software", "brands_with_file": 8, "brands_without": 7, "median_mention_rate_with": 0.157, "median_mention_rate_without": 0.15, "compared": true, "median_first_rate_with": 0.018, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Endpoint security software", "brands_with_file": 7, "brands_without": 3, "median_mention_rate_with": 0.562, "median_mention_rate_without": 0.3, "compared": true, "median_first_rate_with": 0.037, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Event management software", "brands_with_file": 12, "brands_without": 11, "median_mention_rate_with": 0.094, "median_mention_rate_without": 0.138, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Expense management software", "brands_with_file": 10, "brands_without": 9, "median_mention_rate_with": 0.081, "median_mention_rate_without": 0.287, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.037, "most_often_first_has_file": false }, { "category": "Feature flag management software", "brands_with_file": 8, "brands_without": 5, "median_mention_rate_with": 0.338, "median_mention_rate_without": 0.537, "compared": true, "median_first_rate_with": 0.031, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Field service management software", "brands_with_file": 9, "brands_without": 8, "median_mention_rate_with": 0.35, "median_mention_rate_without": 0.106, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.006, "most_often_first_has_file": true }, { "category": "File sharing software", "brands_with_file": 3, "brands_without": 11, "median_mention_rate_with": 0.225, "median_mention_rate_without": 0.275, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Fitness studio management software", "brands_with_file": 8, "brands_without": 10, "median_mention_rate_with": 0.3, "median_mention_rate_without": 0.093, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Fleet management software", "brands_with_file": 7, "brands_without": 5, "median_mention_rate_with": 0.45, "median_mention_rate_without": 0.113, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": true }, { "category": "Form builder software", "brands_with_file": 11, "brands_without": 6, "median_mention_rate_with": 0.087, "median_mention_rate_without": 0.243, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Gantt chart software", "brands_with_file": 7, "brands_without": 5, "median_mention_rate_with": 0.474, "median_mention_rate_without": 0.462, "compared": true, "median_first_rate_with": 0.038, "median_first_rate_without": 0.038, "most_often_first_has_file": true }, { "category": "Gym membership software", "brands_with_file": 10, "brands_without": 6, "median_mention_rate_with": 0.138, "median_mention_rate_without": 0.281, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.081, "most_often_first_has_file": false }, { "category": "HR software", "brands_with_file": 8, "brands_without": 3, "median_mention_rate_with": 0.323, "median_mention_rate_without": 0.266, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.089, "most_often_first_has_file": true }, { "category": "Help desk software", "brands_with_file": 12, "brands_without": 4, "median_mention_rate_with": 0.166, "median_mention_rate_without": 0.4, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.06, "most_often_first_has_file": true }, { "category": "Hotel management software", "brands_with_file": 7, "brands_without": 8, "median_mention_rate_with": 0.15, "median_mention_rate_without": 0.218, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "IT asset management software", "brands_with_file": 10, "brands_without": 7, "median_mention_rate_with": 0.157, "median_mention_rate_without": 0.163, "compared": true, "median_first_rate_with": 0.019, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "IT helpdesk software", "brands_with_file": 8, "brands_without": 6, "median_mention_rate_with": 0.506, "median_mention_rate_without": 0.175, "compared": true, "median_first_rate_with": 0.031, "median_first_rate_without": 0.006, "most_often_first_has_file": true }, { "category": "Identity and access management software", "brands_with_file": 10, "brands_without": 7, "median_mention_rate_with": 0.181, "median_mention_rate_without": 0.275, "compared": true, "median_first_rate_with": 0.013, "median_first_rate_without": 0.013, "most_often_first_has_file": false }, { "category": "Influencer marketing platform", "brands_with_file": 4, "brands_without": 10, "median_mention_rate_with": 0.607, "median_mention_rate_without": 0.203, "compared": true, "median_first_rate_with": 0.038, "median_first_rate_without": 0.025, "most_often_first_has_file": false }, { "category": "Inventory management software", "brands_with_file": 5, "brands_without": 5, "median_mention_rate_with": 0.287, "median_mention_rate_without": 0.537, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.05, "most_often_first_has_file": false }, { "category": "Invoicing software", "brands_with_file": 7, "brands_without": 8, "median_mention_rate_with": 0.087, "median_mention_rate_without": 0.138, "compared": true, "median_first_rate_with": 0.025, "median_first_rate_without": 0.013, "most_often_first_has_file": true }, { "category": "Kanban board software", "brands_with_file": 8, "brands_without": 7, "median_mention_rate_with": 0.481, "median_mention_rate_without": 0.1, "compared": true, "median_first_rate_with": 0.032, "median_first_rate_without": 0.0, "most_often_first_has_file": false }, { "category": "Knowledge base software", "brands_with_file": 6, "brands_without": 10, "median_mention_rate_with": 0.607, "median_mention_rate_without": 0.175, "compared": true, "median_first_rate_with": 0.038, "median_first_rate_without": 0.006, "most_often_first_has_file": true }, { "category": "Landing page builder", "brands_with_file": 11, "brands_without": 4, "median_mention_rate_with": 0.139, "median_mention_rate_without": 0.595, "compared": true, "median_first_rate_with": 0.0, "median_first_rate_without": 0.152, "most_often_first_has_file": false }, { "category": "Learning management system", "brands_with_file": 6, "brands_without": 8, 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