{
  "snapshotDate": "2026-10-30",
  "scope": "Editorial coding of 23 selected provider records. Not a product availability, quality, customer satisfaction or market share study.",
  "method": "Count one English cell per provider per topic. Description means a scoped editorial description; addon means explicitly labelled separate add-on; unverified means documentation gap. A description can be partial or identify another product scope. Exclude ninito cells and translated duplicates. Unique source URLs include provider websites and cell URLs without normalization. One described cell has no attached public source URL. No private commercial terms or source-document text are included.",
  "counts": {
    "total": {
      "providers": 23,
      "cells": 690,
      "documented": 380,
      "addon": 50,
      "unverified": 260,
      "sourceCount": 212
    },
    "topics": {
      "Self-service kiosk": {
        "documented": 12,
        "addon": 3,
        "unverified": 8
      },
      "Kitchen technology": {
        "documented": 18,
        "addon": 3,
        "unverified": 2
      },
      "Restaurant POS": {
        "documented": 21,
        "addon": 2,
        "unverified": 0
      },
      "AI upselling": {
        "documented": 16,
        "addon": 0,
        "unverified": 7
      },
      "Hardware freedom": {
        "documented": 22,
        "addon": 0,
        "unverified": 1
      },
      "Customer display": {
        "documented": 10,
        "addon": 1,
        "unverified": 12
      },
      "Wolt, foodora and Uber Eats": {
        "documented": 12,
        "addon": 0,
        "unverified": 11
      },
      "Wolt Drive and Uber Direct": {
        "documented": 7,
        "addon": 1,
        "unverified": 15
      },
      "Your own delivery team": {
        "documented": 7,
        "addon": 2,
        "unverified": 14
      },
      "Online and QR ordering": {
        "documented": 21,
        "addon": 2,
        "unverified": 0
      },
      "AI phone ordering": {
        "documented": 0,
        "addon": 1,
        "unverified": 22
      },
      "Catering": {
        "documented": 9,
        "addon": 1,
        "unverified": 13
      },
      "Loyalty programme": {
        "documented": 17,
        "addon": 4,
        "unverified": 2
      },
      "Guest insights": {
        "documented": 14,
        "addon": 4,
        "unverified": 5
      },
      "Kronos AI and campaigns": {
        "documented": 17,
        "addon": 4,
        "unverified": 2
      },
      "Your own customer app": {
        "documented": 14,
        "addon": 5,
        "unverified": 4
      },
      "Enterprise app": {
        "documented": 2,
        "addon": 0,
        "unverified": 21
      },
      "Personal gift cards": {
        "documented": 14,
        "addon": 1,
        "unverified": 8
      },
      "Feedback and reviews": {
        "documented": 6,
        "addon": 2,
        "unverified": 15
      },
      "Influencer marketing": {
        "documented": 0,
        "addon": 0,
        "unverified": 23
      },
      "Restaurant website": {
        "documented": 10,
        "addon": 2,
        "unverified": 11
      },
      "Accounting integration": {
        "documented": 12,
        "addon": 2,
        "unverified": 9
      },
      "Live reporting": {
        "documented": 21,
        "addon": 1,
        "unverified": 1
      },
      "Backoffice and multi-location control": {
        "documented": 18,
        "addon": 2,
        "unverified": 3
      },
      "Manager app": {
        "documented": 10,
        "addon": 0,
        "unverified": 13
      },
      "Inventory and food costs": {
        "documented": 14,
        "addon": 2,
        "unverified": 7
      },
      "ChatGPT and Claude": {
        "documented": 2,
        "addon": 1,
        "unverified": 20
      },
      "SMS": {
        "documented": 10,
        "addon": 4,
        "unverified": 9
      },
      "Support": {
        "documented": 23,
        "addon": 0,
        "unverified": 0
      },
      "Migration and setup": {
        "documented": 21,
        "addon": 0,
        "unverified": 2
      }
    },
    "records": [
      {
        "id": "agi-win-solution",
        "checkedAt": "2026-10-29",
        "hash": "0ea8ee2b934757256032383dea6d607f856c181d0ecec234ffc8e6c55a999027",
        "unverified": 10
      },
      {
        "id": "ancon",
        "checkedAt": "2026-10-29",
        "hash": "68b150c8f97d077e2dd3fd09b6e8a40192534e830141ab7e109abc5c2714624b",
        "unverified": 10
      },
      {
        "id": "betalia",
        "checkedAt": "2026-10-29",
        "hash": "4ab8f49a74b82948873ac5c0bd60935fdf857b41be4cd9028d95323a6d79ddf4",
        "unverified": 14
      },
      {
        "id": "caspeco",
        "checkedAt": "2026-10-29",
        "hash": "7b6495ecdacedfc9d32eb74decb54e6f2c29657a72605e8ec90e932f1f2ffc02",
        "unverified": 14
      },
      {
        "id": "done-pay",
        "checkedAt": "2026-10-29",
        "hash": "3b5dae4294e7a0f1c32b32fda9b0b40af80182087a578eb8767cbfed7a21e8db",
        "unverified": 12
      },
      {
        "id": "favrit",
        "checkedAt": "2026-10-29",
        "hash": "b51e2217290d26f8bcbe7ca8fb7e86af11729141c83b134c35a890878c333fc7",
        "unverified": 12
      },
      {
        "id": "flipdish",
        "checkedAt": "2026-10-29",
        "hash": "b22661aad412b0bd5c31bfdb8bc39d05f6284968e993da1e0a8b8737dd7b0ade",
        "unverified": 7
      },
      {
        "id": "foodora",
        "checkedAt": "2026-10-29",
        "hash": "9d66384506f1b2911a20d346384874bfea1a8dd89abbee039f031a71db86de24",
        "unverified": 18
      },
      {
        "id": "future-ordering",
        "checkedAt": "2026-10-29",
        "hash": "926a3b221e3de05a36c609ce26905e28883446ffe1dcca14b2465357a7043bd3",
        "unverified": 8
      },
      {
        "id": "gloriafood",
        "checkedAt": "2026-10-29",
        "hash": "ad6ce1797d58270155e75158f574347bc2834a67b203de2eb2ad32716b52b327",
        "unverified": 12
      },
      {
        "id": "heapsgo",
        "checkedAt": "2026-10-29",
        "hash": "d66672b27f7b52902d685a71d6740254548a754ab29bd0f6dddb1e9125b17f20",
        "unverified": 10
      },
      {
        "id": "lightspeed",
        "checkedAt": "2026-10-29",
        "hash": "0473dd01315bd2722eddf143410bdb2c7f24aa2bf67c21decb2735882afb8684",
        "unverified": 10
      },
      {
        "id": "menuthere",
        "checkedAt": "2026-10-29",
        "hash": "b7c31ca7b3119aba1c0943308fd55b3af52034d005b3fa862dfbe0e514b0d54c",
        "unverified": 12
      },
      {
        "id": "onlinepos",
        "checkedAt": "2026-10-29",
        "hash": "b3b2c92290589667e814535dc6ac1ba5396320894c7aab2b82ee7ac76831ec59",
        "unverified": 12
      },
      {
        "id": "ordera",
        "checkedAt": "2026-10-29",
        "hash": "dfaa8a9db53e993f16cbc1de5c8596490a8d39fa5a4b74d56eca1cfb0e54c654",
        "unverified": 13
      },
      {
        "id": "ordin",
        "checkedAt": "2026-10-29",
        "hash": "25499842e281e409eccc246d73911e428c7353ac76671c4e341a97ee4f05102c",
        "unverified": 15
      },
      {
        "id": "pck",
        "checkedAt": "2026-10-29",
        "hash": "50eaeee63c60e86710a0ffc40af309830d0a999a3eeb3435d2662f2aba061914",
        "unverified": 13
      },
      {
        "id": "shopbox",
        "checkedAt": "2026-10-29",
        "hash": "154e1871f9db3f7f075fc089cbe9ecd3109a44b4ec180f17cb2365bc7cb6e116",
        "unverified": 8
      },
      {
        "id": "square",
        "checkedAt": "2026-10-29",
        "hash": "d4d9d0af3d29666a00cbcfe96c0aeba28e2d396242a142581e6764da16c849e5",
        "unverified": 3
      },
      {
        "id": "superb",
        "checkedAt": "2026-10-29",
        "hash": "071b6d284b424b17e1e633988931854880a9849d45953f6011033c9c3c624ec2",
        "unverified": 13
      },
      {
        "id": "uber-eats",
        "checkedAt": "2026-10-29",
        "hash": "ff97db143c70474411cd5dd7f8ddeb3e5ef9873dfdf62931114b13bd1c857cbb",
        "unverified": 12
      },
      {
        "id": "wolt",
        "checkedAt": "2026-10-29",
        "hash": "9ed78395ecfbedc312efe1157bfac4e26bcd2d856cd439b35c1757a3cee28a54",
        "unverified": 13
      },
      {
        "id": "munu",
        "checkedAt": "2026-10-29",
        "hash": "d72f0e11ee9440678d54f474a03ac6e1b1eea1dbbce231889f96528049597c1c",
        "unverified": 9
      }
    ]
  },
  "records": [
    {
      "id": "agi-win-solution",
      "name": "AGI POS / Win Solution",
      "website": "https://agisynergies.com/",
      "checkedAt": "2026-10-29",
      "sha256": "0ea8ee2b934757256032383dea6d607f856c181d0ecec234ffc8e6c55a999027",
      "cells": {
        "Self-service kiosk": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/selvbetjeningskiosk/"
        },
        "Kitchen technology": {
          "classification": "description",
          "sourceUrl": "https://winsolution.no/produkter/kds"
        },
        "Restaurant POS": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/kassesystem/"
        },
        "AI upselling": {
          "classification": "description",
          "sourceUrl": "https://winsolution.no/produkter/kioskloesning"
        },
        "Hardware freedom": {
          "classification": "description",
          "sourceUrl": "https://winsolution.no/"
        },
        "Customer display": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/digital-signage/"
        },
        "Wolt, foodora and Uber Eats": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Wolt Drive and Uber Direct": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Your own delivery team": {
          "classification": "description",
          "sourceUrl": "https://agiorder.no/"
        },
        "Online and QR ordering": {
          "classification": "description",
          "sourceUrl": "https://winsolution.no/produkter/nettbutikk"
        },
        "AI phone ordering": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Catering": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/catering/"
        },
        "Loyalty programme": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/takeaway-bestilling/"
        },
        "Guest insights": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Kronos AI and campaigns": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Your own customer app": {
          "classification": "description",
          "sourceUrl": "https://agiorder.no/"
        },
        "Enterprise app": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Personal gift cards": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/kassesystem/"
        },
        "Feedback and reviews": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Influencer marketing": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
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        "Restaurant website": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
        },
        "Accounting integration": {
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          "sourceUrl": "https://agisynergies.com/kassesystem/"
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        "Live reporting": {
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          "sourceUrl": "https://agisynergies.com/"
        },
        "Backoffice and multi-location control": {
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        "Manager app": {
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          "sourceUrl": "https://agisynergies.com/"
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        "Inventory and food costs": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/"
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        "ChatGPT and Claude": {
          "classification": "unverified",
          "sourceUrl": "https://agisynergies.com/"
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        "SMS": {
          "classification": "description",
          "sourceUrl": "https://agiorder.no/"
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        "Support": {
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          "sourceUrl": "https://agisynergies.com/om-oss/"
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        "Migration and setup": {
          "classification": "description",
          "sourceUrl": "https://agisynergies.com/kassesystem/"
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    {
      "id": "ancon",
      "name": "Ancon",
      "website": "https://ancon.io/en/",
      "checkedAt": "2026-10-29",
      "sha256": "68b150c8f97d077e2dd3fd09b6e8a40192534e830141ab7e109abc5c2714624b",
      "cells": {
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        "Kitchen technology": {
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        },
        "Restaurant POS": {
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          "sourceUrl": "https://ancon.io/en/ancon-pos/"
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        "AI upselling": {
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          "sourceUrl": "https://ancon.io/en/ancon-express/"
        },
        "Hardware freedom": {
          "classification": "description",
          "sourceUrl": "https://cloud-feedback.ancon.io/en/help/collections/7591870-get-started"
        },
        "Customer display": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-flow/"
        },
        "Wolt, foodora and Uber Eats": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/integrations/"
        },
        "Wolt Drive and Uber Direct": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Your own delivery team": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Online and QR ordering": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-connect/"
        },
        "AI phone ordering": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Catering": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Loyalty programme": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/integrations/"
        },
        "Guest insights": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-pos/"
        },
        "Kronos AI and campaigns": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/ancon-intelligence/"
        },
        "Your own customer app": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-connect/"
        },
        "Enterprise app": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Personal gift cards": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-express/"
        },
        "Feedback and reviews": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Influencer marketing": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Restaurant website": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Accounting integration": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/integrations/"
        },
        "Live reporting": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-analytics/"
        },
        "Backoffice and multi-location control": {
          "classification": "description",
          "sourceUrl": "https://help.ancon.io/en/help/articles/6500280-overview-products"
        },
        "Manager app": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Inventory and food costs": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/ancon-analytics/"
        },
        "ChatGPT and Claude": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/ancon-intelligence/"
        },
        "SMS": {
          "classification": "unverified",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Support": {
          "classification": "description",
          "sourceUrl": "https://ancon.io/en/"
        },
        "Migration and setup": {
          "classification": "description",
          "sourceUrl": "https://cloud-feedback.ancon.io/en/help/collections/7591870-get-started"
        }
      }
    },
    {
      "id": "betalia",
      "name": "Betalia",
      "website": "https://www.betalia.no/",
      "checkedAt": "2026-10-29",
      "sha256": "4ab8f49a74b82948873ac5c0bd60935fdf857b41be4cd9028d95323a6d79ddf4",
      "cells": {
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          "sourceUrl": "https://www.betalia.no/hardware/self-kiosk"
        },
        "Kitchen technology": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Restaurant POS": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/cashier"
        },
        "AI upselling": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/self-kiosk"
        },
        "Hardware freedom": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/cashier"
        },
        "Customer display": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/display"
        },
        "Wolt, foodora and Uber Eats": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware"
        },
        "Wolt Drive and Uber Direct": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Your own delivery team": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Online and QR ordering": {
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          "sourceUrl": "https://www.betalia.no/hardware/online-qr"
        },
        "AI phone ordering": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Catering": {
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          "sourceUrl": "https://www.betalia.no/hardware/online-qr"
        },
        "Loyalty programme": {
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          "sourceUrl": "https://www.betalia.no/hardware/online-qr"
        },
        "Guest insights": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Kronos AI and campaigns": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/online-qr"
        },
        "Your own customer app": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Enterprise app": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Personal gift cards": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Feedback and reviews": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
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        "Influencer marketing": {
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          "sourceUrl": "https://www.betalia.no/"
        },
        "Restaurant website": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Accounting integration": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware"
        },
        "Live reporting": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/back-office"
        },
        "Backoffice and multi-location control": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware/back-office"
        },
        "Manager app": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Inventory and food costs": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "ChatGPT and Claude": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "SMS": {
          "classification": "unverified",
          "sourceUrl": "https://www.betalia.no/"
        },
        "Support": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/hardware"
        },
        "Migration and setup": {
          "classification": "description",
          "sourceUrl": "https://www.betalia.no/contact"
        }
      }
    },
    {
      "id": "caspeco",
      "name": "Caspeco",
      "website": "https://caspeco.com/",
      "checkedAt": "2026-10-29",
      "sha256": "7b6495ecdacedfc9d32eb74decb54e6f2c29657a72605e8ec90e932f1f2ffc02",
      "cells": {
        "Self-service kiosk": {
          "classification": "description",
          "sourceUrl": "https://caspeco.com/produkt/kassasystem-for-restaurang-bar-cafe-och-hotell/"
        },
        "Kitchen technology": {
          "classification": "description",
          "sourceUrl": "https://caspeco.freshdesk.com/sv-SE/support/home"
        },
        "Restaurant POS": {
          "classification": "description",
          "sourceUrl": "https://caspeco.com/produkt/kassasystem-for-restaurang-bar-cafe-och-hotell/"
        },
        "AI upselling": {
          "classification": "unverified",
          "sourceUrl": "https://caspeco.com/"
        },
        "Hardware freedom": {
          "classification": "description",
          "sourceUrl": "https://caspeco.com/produkt/kassasystem-for-restaurang-bar-cafe-och-hotell/"
        },
        "Customer display": {
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}
