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    "series": 250,
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      "needs_review": 4,
      "changed": 1
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    "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"
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        "stem-education-robots",
        "humanoid-robot-rental"
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    },
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        "commercial-floor-scrubbing",
        "indoor-building-delivery",
        "hotel-concierge-robot",
        "advertising-guide-robot",
        "museum-guide-robot"
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        "note": "Already in target currency; no conversion."
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        "note": "Already in target currency; no conversion."
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    },
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        "restaurant-serving-robot",
        "stem-education-robots",
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        "note": "Already in target currency; no conversion."
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    },
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        "airport-terminal-cleaning",
        "parking-lot-sweeping"
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    },
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    },
    {
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        "humanoid-robot-rental"
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    {
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    },
    {
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        "commercial-floor-scrubbing"
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        "note": "Already in target currency; no conversion."
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    },
    {
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    {
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    },
    {
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      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/bellabot/",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
      "last_observed_at": "2026-10-25T12:38:37.716Z",
      "current": true,
      "latest": {
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      "last_rechecked": {
        "checked_at": "2026-10-25T13:26:35.985Z",
        "result": "confirmed",
        "by": "automatic"
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    },
    {
      "series_key": "ps_3f81be98b63721db",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "robotlab",
      "description": "SoftBank Whiz vacuum robot: $25,000 or RaaS $699/mo",
      "currency": "USD",
      "unit": "purchase or per month",
      "region": "",
      "source_url": "https://www.robotlab.com/store/whiz/",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
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      "last_rechecked": {
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      "series_key": "ps_3608bb25e79dc8e8",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "gausium",
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      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "observations": 1,
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": null,
      "description": "Gausium autonomous scrubbers purchase price (RobotLAB)",
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
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      "trend": null,
      "last_rechecked": {
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    },
    {
      "series_key": "ps_9d24aefe7dd2c729",
      "kind": "provider_published",
      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": "rendara-robotics",
      "description": "Floor-cleaning robot subscription",
      "currency": "USD",
      "unit": "per month",
      "region": "",
      "source_url": "https://www.rendara.com/pricing",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
      "last_observed_at": "2026-10-25T12:38:37.716Z",
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      "last_rechecked": {
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        "result": "confirmed",
        "by": "automatic"
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    },
    {
      "series_key": "ps_7ea66124cf4a124b",
      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": null,
      "description": "Autonomous floor-cleaning robot subscription (Rendara), starting price",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.rendara.com/pricing",
      "observations": 1,
      "first_observed_at": "2026-10-25T12:38:37.716Z",
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    },
    {
      "series_key": "ps_f16070acd16c7229",
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      "use_case_id": null,
      "provider_id": "robotlab",
      "description": "Gausium cleaning robots purchase price",
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
      "observations": 1,
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    },
    {
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      "kind": "benchmark",
      "use_case_id": "commercial-floor-scrubbing",
      "provider_id": null,
      "description": "Gausium autonomous scrubbers via RobotLAB: RaaS on 36-month term",
      "currency": "USD",
      "unit": "per month",
      "region": "US",
      "source_url": "https://www.robotlab.com/manufacturers/gausium/",
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    },
    {
      "series_key": "ps_ea3fa1f2f9f65104",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "robotlab",
      "description": "UVD Model C UV disinfection robot",
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotlab.com/store/uvd-disinfection-robot/",
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      "first_observed_at": "2026-10-25T12:38:37.716Z",
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    },
    {
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      "use_case_id": null,
      "provider_id": "ecovacs-robotics",
      "description": "WINBOT W2S window-cleaning robot, ECOVACS US store",
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.ecovacs.com/us/winbot-window-cleaning-robot/winbot-w2s-omni",
      "observations": 1,
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    },
    {
      "series_key": "ps_2b7eb4b2432d391c",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "ecovacs-robotics",
      "description": "WINBOT W2S OMNI window-cleaning robot with station, ECOVACS US store",
      "currency": "USD",
      "unit": "per unit",
      "region": "US",
      "source_url": "https://www.ecovacs.com/us/winbot-window-cleaning-robot/winbot-w2s-omni",
      "observations": 1,
      "first_observed_at": "2026-10-25T15:37:55.713Z",
      "last_observed_at": "2026-10-25T15:37:55.713Z",
      "current": true,
      "latest": {
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        "as_of": "2026-10-25",
        "id": "po_20261025_fbd392e6fd32"
      },
      "trend": null,
      "last_rechecked": null
    },
    {
      "series_key": "ps_8341de90580e080b",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "robots-africa",
      "description": "PUDU BellaBot Pro serving and advertising robot, list price on Robots Africa",
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotsafrica.com/Pudu-Robotics.htm",
      "observations": 1,
      "first_observed_at": "2026-10-26T11:21:50.995Z",
      "last_observed_at": "2026-10-26T11:21:50.995Z",
      "current": true,
      "latest": {
        "low": 15995,
        "high": null,
        "as_of": "2026-10",
        "id": "po_20261026_65155d2dce07"
      },
      "trend": null,
      "last_rechecked": null
    },
    {
      "series_key": "ps_65fbf61df8c7818d",
      "kind": "provider_published",
      "use_case_id": null,
      "provider_id": "robots-africa",
      "description": "PUDU BellaBot (BL101) serving robot, list price on Robots Africa",
      "currency": "USD",
      "unit": "per unit",
      "region": "",
      "source_url": "https://www.robotsafrica.com/Pudu-Robotics.htm",
      "observations": 1,
      "first_observed_at": "2026-10-26T11:21:50.995Z",
      "last_observed_at": "2026-10-26T11:21:50.995Z",
      "current": true,
      "latest": {
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        "as_of": "2026-10",
        "id": "po_20261026_c3ac699c9c69"
      },
      "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": 16,
    "limit": 200,
    "offset": 0,
    "returned": 16,
    "next_offset": null,
    "next": null,
    "prev": null
  },
  "license": "Whirrwork (https://whirrwork.com), CC BY 4.0"
}