{
  "index": "lodestar-chicago-hvac",
  "edition": "draft-v0.7-multimodel-pilot",
  "edition_as_of": "2026-09-25",
  "status": "Pilot. Dated receipts are public at lodestarstamp.com. Chicago restaurants is the flagship record; Chicago HVAC carries a deeper visibility pilot. On the record. We do not approve the booking.",
  "methodology_version": "1.0-draft + 1.0.1 probe protocol",
  "fielded": {
    "probe": "2026-08-11 (dual-pass stabilized)",
    "visibility_pilot": "2026-08-12 multimodel: ChatGPT 20 + Gemini 20 + Perplexity 20 = 60 cells; Claude not fielded. Gemini: PILOT-01\u201303 logged-in Work vs 04\u201320 unsigned Flash-Lite. Perplexity unsigned Free."
  },
  "pillars_this_edition": {
    "visibility": "0-40 from multimodel pilot battery (ChatGPT+Gemini+Perplexity, 60 cells)",
    "readiness": "0-25 of 35 pillar from probe (robots, llms.txt, sitemap, schema.org, MCP verify)",
    "ground_truth": "0 of 25 \u2014 pending",
    "total_display": "fielded score shown as /65 this edition; ground truth is 0/25 pending"
  },
  "independence": "Payment never touches the record. Receipts are free and public for every business.",
  "attribution": "Lodestar Stamp (lodestarstamp.com)",
  "generated_at": "2026-09-28T13:16:35.147716+00:00",
  "coverage": {
    "market": "chicago-hvac",
    "companies": 58,
    "real": {
      "not_published": 31,
      "verified": 27
    },
    "at_that_address": {
      "not_published": 31,
      "verified": 27
    },
    "licensed": {
      "not_published": 31,
      "verified": 27
    }
  },
  "companies": [
    {
      "name": "Hero Air",
      "domain": "myheroair.com",
      "scorecard": "/companies/myheroair-com.html",
      "mentions": 5,
      "signals": {
        "robots": "ai_explicit",
        "llms_txt": "no",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "HERO AIR INC. \u2014 Regulated Business License, license number 3015489, term license_id 3015489, status AAI, issued 2025-02-25, expires 2027-03-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3015489",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          },
          "at_that_address": {
            "state": "verified",
            "value": "610 BUCKTHORN TER, Buffalo Grove, IL 60089 \u2014 registered address on the current licence term (term license_id 3015489), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3015489",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 3015489, term license_id 3015489, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3015489",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          }
        }
      },
      "receipt_hash": "70711a42a72224f29fdcdd8c54ec046f515f4c4f1a9098306db1e15f57a52f6c"
    },
    {
      "name": "Eco Temp HVAC",
      "domain": "ecotemphvac.com",
      "scorecard": "/companies/ecotemphvac-com.html",
      "mentions": 11,
      "signals": {
        "robots": "standard",
        "llms_txt": "yes",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "not_published",
            "value": null,
            "instrument": null,
            "source_url": null,
            "verified_on": null,
            "expires_on": null,
            "confidence": null
          },
          "at_that_address": {
            "state": "not_published",
            "value": null,
            "instrument": null,
            "source_url": null,
            "verified_on": null,
            "expires_on": null,
            "confidence": null
          },
          "licensed": {
            "state": "not_published",
            "value": null,
            "instrument": null,
            "source_url": null,
            "verified_on": null,
            "expires_on": null,
            "confidence": null
          }
        }
      },
      "receipt_hash": "5cae6e58b71925f96ca80ee917fa57bbdbc7203f6a12ced9b451258c576bd356"
    },
    {
      "name": "Oasis Plumbing, Heating & Cooling",
      "domain": "oasisheating.com",
      "scorecard": "/companies/oasisheating-com.html",
      "mentions": 9,
      "signals": {
        "robots": "standard",
        "llms_txt": "yes",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "OASIS HEATING & COOLING, INC. OF IL. \u2014 Limited Business License, license number 1800480, term license_id 3003961, status AAI, issued 2024-12-19, expires 2027-02-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3003961",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "at_that_address": {
            "state": "verified",
            "value": "5736 N WESTERN AVE 1, Chicago, IL 60659 \u2014 registered address on the current licence term (term license_id 3003961), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3003961",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "licensed": {
            "state": "verified",
            "value": "Limited Business License, license number 1800480, term license_id 3003961, status AAI, business activity \"\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3003961",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          }
        }
      },
      "receipt_hash": "9644769d18e9dfc25866f448c51acc2a9355de3f2582342300c6681171858334"
    },
    {
      "name": "Browns Heating & Cooling",
      "domain": "brownshvac.net",
      "scorecard": "/companies/brownshvac-net.html",
      "mentions": 3,
      "signals": {
        "robots": "standard",
        "llms_txt": "yes",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "BROWNS HEATING & COOLING, LLC \u2014 Regulated Business License, license number 2487816, term license_id 2986333, status AAI, issued 2024-11-12, expires 2026-10-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2986333",
            "verified_on": "2026-09-03",
            "expires_on": "2026-10-15",
            "confidence": "high"
          },
          "at_that_address": {
            "state": "verified",
            "value": "8245 S LOOMIS BLVD 1ST, Chicago, IL 60620 \u2014 registered address on the current licence term (term license_id 2986333), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2986333",
            "verified_on": "2026-09-03",
            "expires_on": "2026-10-15",
            "confidence": "high"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 2487816, term license_id 2986333, status AAI, business activity \"Home Repair Services (Home Based Business)\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2986333",
            "verified_on": "2026-09-03",
            "expires_on": "2026-10-15",
            "confidence": "high"
          }
        }
      },
      "receipt_hash": "151e1a762d63b081700ebc6b8e5b97d42767847edb0cd38442b8abe3603df316"
    },
    {
      "name": "American Vintage Home",
      "domain": "americanvintagehome.com",
      "scorecard": "/companies/americanvintagehome-com.html",
      "mentions": 13,
      "signals": {
        "robots": "standard",
        "llms_txt": "no",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "AMERICAN VINTAGE HOME HEATING AND AIR CONDITIONING, INC. \u2014 Regulated Business License, license number 2205261, term license_id 3012068, status AAI, issued 2025-02-18, expires 2027-04-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012068",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "at_that_address": {
            "state": "verified",
            "value": "1523 PAYNE ST, Evanston, IL 60201 \u2014 registered address on the current licence term (term license_id 3012068), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012068",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 2205261, term license_id 3012068, status AAI, business activity \"Home Repair Services\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012068",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          }
        }
      },
      "receipt_hash": "0b64bd25bd401ef0a197f410fc3450b4596e082c2bedd7173c2fd5f9f4463ed2"
    },
    {
      "name": "Elite HVACS Heating & Air",
      "domain": "elitehvacs.com",
      "scorecard": "/companies/elitehvacs-com.html",
      "mentions": 3,
      "signals": {
        "robots": "standard",
        "llms_txt": "no",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "ELITE HVAC'S INC. \u2014 Regulated Business License, license number 2652611, term license_id 3009777, status AAI, issued 2025-04-01, expires 2027-03-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3009777",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "at_that_address": {
            "state": "verified",
            "value": "9015 MANSFIELD AVE, Morton Grove, IL 60053 \u2014 registered address on the current licence term (term license_id 3009777), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3009777",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 2652611, term license_id 3009777, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3009777",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          }
        }
      },
      "receipt_hash": "74a4f75aae9db8d0557e96bb91fab4548aeb707d290bb97f5e43fb623acf85b6"
    },
    {
      "name": "Four Seasons Heating, Air Conditioning, Plumbing & Electric",
      "domain": "fourseasonsheatingcooling.com",
      "scorecard": "/companies/fourseasonsheatingcooling-com.html",
      "mentions": 40,
      "signals": {
        "robots": "standard",
        "llms_txt": "no",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
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        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "FOUR SEASONS HEATING & AIR CONDITIONING, LLC \u2014 Limited Business License, license number 1798797, term license_id 3070347, status AAI, issued 2026-03-17, expires 2028-04-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3070347",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "at_that_address": {
            "state": "verified",
            "value": "5701 W 73RD ST 1ST, Bedford Park, IL 60638 \u2014 registered address on the current licence term (term license_id 3070347), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3070347",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "licensed": {
            "state": "verified",
            "value": "Limited Business License, license number 1798797, term license_id 3070347, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential | Heating, Ventilation and Air Conditioning Services - Commercial\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3070347",
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          }
        }
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    },
    {
      "name": "Air-Rite Heating & Cooling",
      "domain": "air-rite.com",
      "scorecard": "/companies/air-rite-com.html",
      "mentions": 4,
      "signals": {
        "robots": "standard",
        "llms_txt": "no",
        "sitemap": "yes",
        "schema": "yes",
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        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
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        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "AIR-RITE HEATING & COOLING \u2014 Regulated Business License, license number 2391672, term license_id 3012017, status AAI, issued 2025-04-14, expires 2027-04-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012017",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          },
          "at_that_address": {
            "state": "verified",
            "value": "1150 FRONTENAC RD 1ST, Naperville, IL 60563 \u2014 registered address on the current licence term (term license_id 3012017), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012017",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 2391672, term license_id 3012017, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential | Heating, Ventilation and Air Conditioning Services - Commercial\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012017",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "high"
          }
        }
      },
      "receipt_hash": "4b381a244f4f203174b2e882c9cdc3c254c144366d588f7048f0c1c658147c86"
    },
    {
      "name": "All Temp Heating & Air Conditioning",
      "domain": "alltemp.com",
      "scorecard": "/companies/alltemp-com.html",
      "mentions": 15,
      "signals": {
        "robots": "standard",
        "llms_txt": "yes",
        "sitemap": "yes",
        "schema": "yes",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
      "receipt": {
        "cycle": 2,
        "fielded_on": "2026-09-03",
        "protocol": "lodestar-ground-truth-v1-protocol.md",
        "gated": {
          "verifier": "PASS",
          "gated_on": "2026-09-26T14:52:29Z"
        },
        "fields": {
          "real": {
            "state": "verified",
            "value": "ALL-TEMP CHICAGO HEATING & AIR \u2014 Regulated Business License, license number 2204670, term license_id 3032625, status AAI, issued 2025-07-07, expires 2027-08-15, City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3032625",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "at_that_address": {
            "state": "verified",
            "value": "4363 W MONTROSE AVE 1ST, Chicago, IL 60641 \u2014 registered address on the current licence term (term license_id 3032625), City of Chicago business register",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3032625",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          },
          "licensed": {
            "state": "verified",
            "value": "Regulated Business License, license number 2204670, term license_id 3032625, status AAI, business activity \"Home Repair Services\"",
            "instrument": "chicago-bacp-r5kz-chrr",
            "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3032625",
            "verified_on": "2026-09-03",
            "expires_on": "2026-12-02",
            "confidence": "medium"
          }
        }
      },
      "receipt_hash": "e6e3499fffe5aceca5eeb62939a17431743a3bdd42dbbb493eb6f2cea8d074c2"
    },
    {
      "name": "Guardian Heating & Cooling Service",
      "domain": "guardianheatingandcooling.com",
      "scorecard": "/companies/guardianheatingandcooling-com.html",
      "mentions": 7,
      "signals": {
        "robots": "standard",
        "llms_txt": "yes",
        "sitemap": "yes",
        "schema": "no",
        "mcp": "none",
        "variable_signals": 0
      },
      "unreachable": false,
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