{
  "total": 36,
  "source": "d1",
  "tracking_since": "2026-10-25T12:38:37.716Z",
  "source_rechecks": {
    "rows": 1117,
    "series": 752,
    "last_checked_at": "2026-10-27T07:49:20.000Z",
    "latest_result_counts": {
      "confirmed": 706,
      "changed": 5,
      "unreachable": 21,
      "needs_review": 2,
      "partial": 7,
      "not_found_on_page": 11
    },
    "method": "Each source URL is fetched and the recorded numbers are looked for in the page (PDFs via pdftotext); anything not confirmed is reviewed by a human. Log: /downloads/price_rechecks.jsonl"
  },
  "observations": [
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      "series_key": "ps_144fe86fd85e047d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "Gausium cleaning robots via RaaS (36-month terms)",
      "low": 829,
      "high": 2669,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:053fb9a735bbd74477714757f424dfa5eb55d902797670fd73aca8e5f2acc02d",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 829,
        "high": 2669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_2d823825bc5f",
      "series_key": "ps_65fb5736b8e9c3f7",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "restaurant-serving-robot",
        "commercial-floor-scrubbing",
        "indoor-building-delivery",
        "hotel-concierge-robot",
        "advertising-guide-robot",
        "museum-guide-robot"
      ],
      "provider_id": "pudu-robotics",
      "description": "BellaBot serving robot via RobotLAB: buy from $14,500 or RaaS $409/mo",
      "low": 409,
      "high": 14500,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:2d823825bc5f374ae09d786d1a12fcaf441305d5a738b021938bc392637b54e4",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 409,
        "high": 14500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_4165430ea9b2",
      "series_key": "ps_bb8982a36ca61949",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Avidbots Neo autonomous floor scrubber lease, as quoted by an Avidbots account executive",
      "low": 2250,
      "high": 2900,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.mlive.com/news/saginaw-bay-city/2024/01/meet-neo-the-midland-malls-newest-employee-its-a-robot.html",
      "as_of": "2024-01",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:4165430ea9b2985afdba93c6fe23970bfff57b3181c06cf0cf1746304396ec18",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2250,
        "high": 2900,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_45cf6f7e52cf",
      "series_key": "ps_cbd0b9f52811bf80",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "Pudu BellaBot: buy from $14,500 or RaaS $409/mo",
      "low": 409,
      "high": 14500,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:45cf6f7e52cf8f6301894e4c197c77bbcaf441917448d75821702f7a8c89e2cc",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 409,
        "high": 14500,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_7ac6bb15d5fb",
      "series_key": "ps_3f81be98b63721db",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "SoftBank Whiz vacuum robot: $25,000 or RaaS $699/mo",
      "low": 699,
      "high": 25000,
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:7ac6bb15d5fb97b7acbfb6f2e6331926850d1001c0a337bff5282481b30bc0e6",
      "supersedes": null,
      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 699,
        "high": 25000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_aae92638f3b1",
      "series_key": "ps_3608bb25e79dc8e8",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "commercial-vacuuming",
        "airport-terminal-cleaning",
        "parking-lot-sweeping"
      ],
      "provider_id": "gausium",
      "description": "Gausium robots via reseller RobotLAB: RaaS $829-$2,669/mo (36 mo) or purchase $29,600-$95,880",
      "low": 829,
      "high": 2669,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
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      "origin": "backfill",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 829,
        "high": 2669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_af033df7effe",
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      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Gausium autonomous scrubbers purchase price (RobotLAB)",
      "low": 29600,
      "high": 95880,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:af033df7effed92a8d5b31ff13b5fe1710a98806e777be3accc50670afd953e0",
      "supersedes": null,
      "origin": "backfill",
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      "current": true,
      "usd": {
        "currency": "USD",
        "low": 29600,
        "high": 95880,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_c2d8e8023378",
      "series_key": "ps_9d24aefe7dd2c729",
      "kind": "provider_published",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": "rendara-robotics",
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      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.rendara.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:c2d8e8023378354f9477450b0d16ed1a63aafc359fdeda4501a6b3b55af035c7",
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      "usd": {
        "currency": "USD",
        "low": 599,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_dc8f3add6cb3",
      "series_key": "ps_7ea66124cf4a124b",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Autonomous floor-cleaning robot subscription (Rendara), starting price",
      "low": 599,
      "high": null,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.rendara.com/pricing",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:dc8f3add6cb3528c77c34aa8a5fc1149e46f01a4a41f37933f878f6f2add6043",
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        "currency": "USD",
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        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_df314f4bad27",
      "series_key": "ps_f16070acd16c7229",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
      "description": "Gausium cleaning robots purchase price",
      "low": 29600,
      "high": 95880,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
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      "origin": "backfill",
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      "current": true,
      "usd": {
        "currency": "USD",
        "low": 29600,
        "high": 95880,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_f32cfaab5832",
      "series_key": "ps_ef70c9327256cf21",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Gausium autonomous scrubbers via RobotLAB: RaaS on 36-month term",
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      "high": 2669,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
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      "usd": {
        "currency": "USD",
        "low": 829,
        "high": 2669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_f49c84c7c3c8",
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      "kind": "provider_published",
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      "use_case_ids": [
        "commercial-floor-scrubbing",
        "restaurant-serving-robot",
        "stem-education-robots",
        "humanoid-robot-rental"
      ],
      "provider_id": "robotlab",
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      "high": 86900,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotlab.com/store/uvd-disinfection-robot/",
      "as_of": "2026-10",
      "observed_at": "2026-10-25T12:38:37.716Z",
      "content_hash": "sha256:f49c84c7c3c8e6c5b7867b1da6884dcd250b27df07d7156d72e7d38ebf43de03",
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      "origin": "backfill",
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      "current": true,
      "usd": {
        "currency": "USD",
        "low": 86900,
        "high": 86900,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_fb1f32f99e9f",
      "series_key": "ps_5e676e8d92b1699c",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robotic-vacuum-home",
        "window-cleaning-robot-home",
        "robotic-lawn-mowing",
        "commercial-floor-scrubbing"
      ],
      "provider_id": "ecovacs-robotics",
      "description": "WINBOT W2S window-cleaning robot, ECOVACS US store",
      "low": 299,
      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.ecovacs.com/us/winbot-window-cleaning-robot/winbot-w2s-omni",
      "as_of": "2026-10-25",
      "observed_at": "2026-10-25T15:37:55.713Z",
      "content_hash": "sha256:fb1f32f99e9fe18f7d750471e3e500eecb7ebaa157a132180b75c20349441d2e",
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      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 299,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261025_fbd392e6fd32",
      "series_key": "ps_2b7eb4b2432d391c",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "robotic-vacuum-home",
        "window-cleaning-robot-home",
        "robotic-lawn-mowing",
        "commercial-floor-scrubbing"
      ],
      "provider_id": "ecovacs-robotics",
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      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.ecovacs.com/us/winbot-window-cleaning-robot/winbot-w2s-omni",
      "as_of": "2026-10-25",
      "observed_at": "2026-10-25T15:37:55.713Z",
      "content_hash": "sha256:fbd392e6fd3201fb1f7af774d25cffad54dc3869ff38cb3bbb313855a7330d60",
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      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 600,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261026_65155d2dce07",
      "series_key": "ps_8341de90580e080b",
      "kind": "provider_published",
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      "use_case_ids": [
        "restaurant-serving-robot",
        "commercial-floor-scrubbing"
      ],
      "provider_id": "robots-africa",
      "description": "PUDU BellaBot Pro serving and advertising robot, list price on Robots Africa",
      "low": 15995,
      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotsafrica.com/Pudu-Robotics.htm",
      "as_of": "2026-10",
      "observed_at": "2026-10-26T11:21:50.995Z",
      "content_hash": "sha256:65155d2dce0792675e8deaf781eb48b13e593ebd3682ae3149c6c8039c2305d1",
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      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 15995,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261026_c3ac699c9c69",
      "series_key": "ps_65fbf61df8c7818d",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "restaurant-serving-robot",
        "commercial-floor-scrubbing"
      ],
      "provider_id": "robots-africa",
      "description": "PUDU BellaBot (BL101) serving robot, list price on Robots Africa",
      "low": 14995,
      "high": null,
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotsafrica.com/Pudu-Robotics.htm",
      "as_of": "2026-10",
      "observed_at": "2026-10-26T11:21:50.995Z",
      "content_hash": "sha256:c3ac699c9c6968a799ba1505dff16f3b536ec6f2003802a76a15518ed2556c00",
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      "origin": "build",
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      "current": true,
      "usd": {
        "currency": "USD",
        "low": 14995,
        "high": null,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_8944634106ab",
      "series_key": "ps_a993bfc460916586",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L3 autonomous scrubber-dryer robot, dealer list price (HPro Clean)",
      "low": 24000,
      "high": 24000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.hproclean.com/cenobots-l3-scrubber-dryer",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T06:23:26.834Z",
      "content_hash": "sha256:8944634106ab0091e5b3d6ad954252055a457251a9fbb57d9a7b5aba3fc71dfd",
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      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 24000,
        "high": 24000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_a227db9b5992",
      "series_key": "ps_638ae1013369dbb3",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L50 heavy-duty autonomous scrubber, purchase price listed by reseller RobotLAB (\"starting at\")",
      "low": 41820,
      "high": 41820,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l50-scrubber/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T06:23:26.834Z",
      "content_hash": "sha256:a227db9b5992310b2802621e7a085eb2e81a86d10361cf90b79706e3bcb80d93",
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      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 41820,
        "high": 41820,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_d8f2baf5aa12",
      "series_key": "ps_e98ba61b1b354893",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L50 autonomous scrubber, RaaS price listed by reseller RobotLAB (contract term not stated on the page)",
      "low": 1169,
      "high": 1169,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l50-scrubber/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T06:23:26.834Z",
      "content_hash": "sha256:d8f2baf5aa12cfdacf0ee8236ecfcdf6779e7a1f1619ed74a95967ec8acd1e6a",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1169,
        "high": 1169,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_f4fbcac6ece9",
      "series_key": "ps_9f195322609cb819",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "ICE Cobotics Cobi 18 autonomous floor scrubber (18\" path), authorized retailer list price, free shipping (OneUp Cleaning)",
      "low": 18000,
      "high": 18000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://oneupcleaning.com/products/ice-cobi-18-autonomous-floor-scrubber",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T06:23:26.834Z",
      "content_hash": "sha256:f4fbcac6ece9fab5009ef2259c66153d84de7fa973c4af65e4f832b04a5d0fc9",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 18000,
        "high": 18000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_15bbb708b85a",
      "series_key": "ps_0aeac704efb18358",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Pudu CC1 Pro 4-in-1 cleaning robot (sweep, scrub, vacuum, dust mop), purchase price listed by reseller RobotLAB",
      "low": 24000,
      "high": 24000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/pudu-cc1-pro-robot/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:15bbb708b85aa0aae73d9a6ad6699d38c272d869bd4141cc13ff653953f1ee0b",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 24000,
        "high": 24000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_1b9acf938012",
      "series_key": "ps_e4d2ccc721d419b3",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Pudu CC1 4-in-1 cleaning robot, RaaS via MaxAVT (Canadian Pudu RaaS reseller), standard 36-month agreement incl. deployment, training, maintenance, OTA updates and remote monitoring",
      "low": 2150,
      "high": 2150,
      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:1b9acf938012786a5604cc3d15abd610466c4cadba2a6bc06062c58b24cdea19",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1533,
        "high": 1533,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.71286,
          "cad_per_usd": 1.4028,
          "rate_date": "2026-10-26",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-26, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261027_29f7f333933f",
      "series_key": "ps_dd82ec64a5060f15",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L3 autonomous scrubber-dryer, purchase price listed by reseller RobotLAB (robot only; $27,500 with WS3 workstation)",
      "low": 24000,
      "high": 24000,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l3-scrubber/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:29f7f333933fb96670f9ac3e24e3ffac4d04fd0bf0c485a663b3f63219a01bd2",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 24000,
        "high": 24000,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_315607a8bc41",
      "series_key": "ps_e3ce2a60c965bea9",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Pudu BG1 large scrubber-dryer robot, RaaS via MaxAVT (Canadian Pudu RaaS reseller), standard 36-month agreement incl. deployment, training, maintenance, OTA updates and remote monitoring",
      "low": 2650,
      "high": 2650,
      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:315607a8bc41366180355a8e289cf8b94cc7234a0288f261960a7f7d0969571e",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1889,
        "high": 1889,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.71286,
          "cad_per_usd": 1.4028,
          "rate_date": "2026-10-26",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-26, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261027_38f3149fda3e",
      "series_key": "ps_43d3be9a06e8e43d",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Gausium Scrubber 50 Pro AI robotic scrubber, purchase price listed by reseller RobotLAB",
      "low": 53600,
      "high": 53600,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/scrubber-50/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:38f3149fda3edaeaf3ae3f07c3268d61e90be1fc3d3a89ebb4770cff77652144",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 53600,
        "high": 53600,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_3cdf419996ce",
      "series_key": "ps_d7e54fb70fb9a3a7",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "LionsBot R3 Scrub Pro commercial scrubbing robot, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "low": 869,
      "high": 869,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r3-scrub-pro-cleaning-robot/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:3cdf419996ceba98293a47f890bc83e3489553edd5c8a9cc66aab694e7eeb55f",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 869,
        "high": 869,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_443b7c4c107d",
      "series_key": "ps_7f5450de46bb90ed",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Pudu BG1 Pro large scrubber-dryer robot, RaaS via MaxAVT (Canadian Pudu RaaS reseller), standard 36-month agreement incl. deployment, training, maintenance, OTA updates and remote monitoring",
      "low": 2850,
      "high": 2850,
      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:443b7c4c107db98f4848aed0e49e70a260cf7f5dffdebe4922a6c5aef86d2384",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2032,
        "high": 2032,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.71286,
          "cad_per_usd": 1.4028,
          "rate_date": "2026-10-26",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-26, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261027_608563fe4cf8",
      "series_key": "ps_3b1f7de8b926b06a",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L4 autonomous scrubber, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "low": 999,
      "high": 999,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l4/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:608563fe4cf830734798fd4cd1625469cbd5813d600570dd05617d4bb5156dd3",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 999,
        "high": 999,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_7f17e13f0d67",
      "series_key": "ps_08488a225fab2553",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "LionsBot R3 Scrub Pro commercial scrubbing robot, purchase price listed by reseller RobotLAB",
      "low": 31250,
      "high": 31250,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r3-scrub-pro-cleaning-robot/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:7f17e13f0d67d08ed5274cc879f0a82c24a0ab9d5020f13b93f8d198a67d2dd2",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 31250,
        "high": 31250,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_86e56879553b",
      "series_key": "ps_a86d1875d9f70624",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L4 autonomous scrubber, purchase price listed by reseller RobotLAB (\"starting at\")",
      "low": 35833,
      "high": 35833,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l4/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:86e56879553bfa719a102d59072cc92b3bced3205fa5f4d467405527687e0b4a",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 35833,
        "high": 35833,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_9998a07397c7",
      "series_key": "ps_e9b0cdee72b2e2e0",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "LionsBot R12 Rex CS large scrubbing robot, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "low": 2259,
      "high": 2259,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r12-rex-cs-cleaning-robot-0/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:9998a07397c752c07f7312b721f7969c57de7be47bb710b3428af0f544095a2d",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 2259,
        "high": 2259,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_bff69f769982",
      "series_key": "ps_aa275b14203dd1ab",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Pudu CC1 Pro 4-in-1 cleaning robot, RaaS via MaxAVT (Canadian Pudu RaaS reseller), standard 36-month agreement incl. deployment, training, maintenance, OTA updates and remote monitoring",
      "low": 2500,
      "high": 2500,
      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:bff69f7699827abdf32085546a785868b8bfe9b5e0ea3da52cd8b4d82328c465",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 1782,
        "high": 1782,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.71286,
          "cad_per_usd": 1.4028,
          "rate_date": "2026-10-26",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-26, not at the price's as_of date. Indicative only."
      }
    },
    {
      "id": "po_20261027_cf350079f5e9",
      "series_key": "ps_c2b079797175d28f",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "LionsBot R12 Rex CS large scrubbing robot (autonomous and manual), purchase price listed by reseller RobotLAB",
      "low": 81150,
      "high": 81150,
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r12-rex-cs-cleaning-robot-0/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:cf350079f5e99ec19b8358cc3b1ffb7b65f83bb9ccaa3448061007b5db675e3e",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 81150,
        "high": 81150,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_de338a246566",
      "series_key": "ps_b7679310b0394813",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "Gausium Scrubber 50 Pro AI robotic scrubber, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "low": 979,
      "high": 979,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/scrubber-50/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:de338a246566366ae2ac6498bfb0c2b6234b4ac9cf9b07d61541cedc52a0b528",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 979,
        "high": 979,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_e6e43c62ad74",
      "series_key": "ps_931fe6d99889d641",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "use_case_ids": [
        "commercial-floor-scrubbing"
      ],
      "provider_id": null,
      "description": "CenoBots L3 autonomous scrubber-dryer, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "low": 669,
      "high": 669,
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l3-scrubber/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T07:33:28.492Z",
      "content_hash": "sha256:e6e43c62ad74364d847399d12b7b26bbdacbd7e54062456dd6d191f28a3a9878",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 669,
        "high": 669,
        "note": "Already in target currency; no conversion."
      }
    },
    {
      "id": "po_20261027_476693b3c2d0",
      "series_key": "ps_0a8a1f0079d1708f",
      "kind": "provider_published",
      "use_case_id": null,
      "use_case_ids": [
        "commercial-floor-scrubbing",
        "commercial-vacuuming",
        "restaurant-serving-robot",
        "advertising-guide-robot",
        "indoor-building-delivery",
        "cart-transport-amr"
      ],
      "provider_id": "max-avt",
      "description": "Pudu robot lineup on RaaS, CAD per month on a standard 36-month agreement (from SH1 upright scrubber CAD 950 to BG1 Pro large scrubber-dryer CAD 2,850)",
      "low": 950,
      "high": 2850,
      "currency": "CAD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.maxavt.com/raas/",
      "as_of": "2026-10-27",
      "observed_at": "2026-10-27T09:26:24.673Z",
      "content_hash": "sha256:476693b3c2d0481e87fc45b49acb061c91c3b2703cc6bbc17543d5f32f0afa73",
      "supersedes": null,
      "origin": "build",
      "change_reason": null,
      "current": true,
      "usd": {
        "currency": "USD",
        "low": 677,
        "high": 2032,
        "fx": {
          "pair": "CAD/USD",
          "rate": 0.71286,
          "cad_per_usd": 1.4028,
          "rate_date": "2026-10-26",
          "source": "European Central Bank reference rates via Frankfurter",
          "source_url": "https://api.frankfurter.dev/v1/latest?base=USD"
        },
        "note": "Converted at the published reference rate on 2026-10-26, not at the price's as_of date. Indicative only."
      }
    }
  ],
  "series": [
    {
      "series_key": "ps_144fe86fd85e047d",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "robotlab",
      "description": "Gausium cleaning robots via RaaS (36-month terms)",
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
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      "currency": "USD",
      "unit": "per unit",
      "region": "US",
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      "first_observed_at": "2026-10-27T07:33:28.492Z",
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      "description": "LionsBot R3 Scrub Pro commercial scrubbing robot, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
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      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r3-scrub-pro-cleaning-robot/",
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      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
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      "description": "CenoBots L4 autonomous scrubber, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l4/",
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      "description": "LionsBot R3 Scrub Pro commercial scrubbing robot, purchase price listed by reseller RobotLAB",
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r3-scrub-pro-cleaning-robot/",
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      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l4/",
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      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": null,
      "description": "LionsBot R12 Rex CS large scrubbing robot, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r12-rex-cs-cleaning-robot-0/",
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      "currency": "CAD",
      "unit": "per month",
      "region": "CA",
      "source_url": "https://www.maxavt.com/raas/",
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      "first_observed_at": "2026-10-27T07:33:28.492Z",
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      "description": "LionsBot R12 Rex CS large scrubbing robot (autonomous and manual), purchase price listed by reseller RobotLAB",
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/r12-rex-cs-cleaning-robot-0/",
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      "description": "Gausium Scrubber 50 Pro AI robotic scrubber, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/scrubber-50/",
      "observations": 1,
      "first_observed_at": "2026-10-27T07:33:28.492Z",
      "last_observed_at": "2026-10-27T07:33:28.492Z",
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      "latest": {
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        "as_of": "2026-10-27",
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      "trend": null,
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    },
    {
      "series_key": "ps_931fe6d99889d641",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": null,
      "description": "CenoBots L3 autonomous scrubber-dryer, RaaS price listed by reseller RobotLAB (36-month term per RobotLAB's product cards)",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/store/cenobots-l3-scrubber/",
      "observations": 1,
      "first_observed_at": "2026-10-27T07:33:28.492Z",
      "last_observed_at": "2026-10-27T07:33:28.492Z",
      "current": true,
      "latest": {
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        "as_of": "2026-10-27",
        "id": "po_20261027_e6e43c62ad74"
      },
      "trend": null,
      "last_rechecked": null
    },
    {
      "series_key": "ps_0a8a1f0079d1708f",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "max-avt",
      "description": "Pudu robot lineup on RaaS, CAD per month on a standard 36-month agreement (from SH1 upright scrubber CAD 950 to BG1 Pro large scrubber-dryer CAD 2,850)",
      "currency": "CAD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.maxavt.com/raas/",
      "observations": 1,
      "first_observed_at": "2026-10-27T09:26:24.673Z",
      "last_observed_at": "2026-10-27T09:26:24.673Z",
      "current": true,
      "latest": {
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        "as_of": "2026-10-27",
        "id": "po_20261027_476693b3c2d0"
      },
      "trend": null,
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    }
  ],
  "note": "Only one observation per series so far: we started recording every price on 2026-10-25 and re-check every source on a schedule. A trend appears when a re-checked source shows a different price (we never overwrite old observations).",
  "pagination": {
    "total": 36,
    "limit": 200,
    "offset": 0,
    "returned": 36,
    "next_offset": null,
    "next": null,
    "prev": null
  },
  "license": "Whirrwork (https://whirrwork.com), CC BY 4.0"
}