{
  "schema_version": "1.0",
  "generated_at": "2026-06-23T19:30:17.000Z",
  "wave_id": "2026-q2",
  "methodology": "https://nikoalho.fi/writing/ai-recommendation-index/",
  "repository": "https://github.com/alhoniko/ai-recommendation-index",
  "concept_doi": "10.5281/zenodo.21420270",
  "concept_doi_url": "https://doi.org/10.5281/zenodo.21420270",
  "release_doi": "10.5281/zenodo.21420271",
  "release_doi_url": "https://doi.org/10.5281/zenodo.21420271",
  "creator": "Niko Alho",
  "license": "CC BY 4.0",
  "attribution": "AI Recommendation Index by Niko Alho — https://nikoalho.fi/writing/ai-recommendation-index/",
  "response_count": 144,
  "categories": [
    {
      "id": "accounting-software",
      "name": "Accounting software",
      "market": "United States framing",
      "language": "en",
      "responses": 36,
      "prompts": 6,
      "models": 6,
      "mention_counts": {
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        "Wave": 31,
        "Xero": 31,
        "FreshBooks": 23,
        "Zoho Books": 23,
        "Sage": 12,
        "GnuCash": 5,
        "ZipBooks": 5,
        "Bonsai": 1,
        "FreeAgent": 1,
        "Odoo": 1
      },
      "first_pick_counts": {
        "QuickBooks": 24,
        "Wave": 5,
        "FreshBooks": 4,
        "Zoho Books": 2,
        "Sage": 1
      }
    },
    {
      "id": "crm-software",
      "name": "CRM software",
      "market": "English-language buying prompts",
      "language": "en",
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      "prompts": 6,
      "models": 6,
      "mention_counts": {
        "HubSpot": 35,
        "Zoho CRM": 35,
        "Pipedrive": 24,
        "Salesforce": 23,
        "Freshsales": 14,
        "Insightly": 3,
        "ActiveCampaign": 1,
        "Attio": 1,
        "Keap": 1,
        "Monday CRM": 1
      },
      "first_pick_counts": {
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        "Salesforce": 8,
        "Pipedrive": 2,
        "Zoho CRM": 2
      }
    },
    {
      "id": "ecommerce-platforms-finland",
      "name": "Ecommerce platforms in Finland",
      "market": "Finland",
      "language": "fi",
      "responses": 36,
      "prompts": 6,
      "models": 6,
      "mention_counts": {
        "Shopify": 35,
        "MyCashflow": 32,
        "WooCommerce": 28,
        "Vilkas": 27,
        "Finqu": 12,
        "Magento": 8,
        "Wix": 4,
        "Clover Shop": 2,
        "Holvi": 2,
        "Squarespace": 2,
        "PrestaShop": 1,
        "Webnode": 1
      },
      "first_pick_counts": {
        "Shopify": 15,
        "MyCashflow": 12,
        "WooCommerce": 6,
        "Magento": 3
      }
    },
    {
      "id": "project-management-software",
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      "market": "English-language buying prompts",
      "language": "en",
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      "prompts": 6,
      "models": 6,
      "mention_counts": {
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        "Asana": 29,
        "ClickUp": 27,
        "monday.com": 25,
        "Notion": 21,
        "Trello": 17,
        "Linear": 14,
        "Wrike": 10,
        "Microsoft Project": 6,
        "Smartsheet": 6,
        "Airtable": 1,
        "Basecamp": 1,
        "Teamwork": 1
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      "first_pick_counts": {
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        "monday.com": 6,
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        "Wrike": 1
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    }
  ]
}