{ "index": "lodestar-chicago-hvac", "edition": "draft-v0.7-multimodel-pilot", "edition_as_of": "2026-10-14", "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": "2026-10-13T18:11:43.510487+00:00", "coverage": { "market": "chicago-hvac", "companies": 58, "real": { "not_published": 32, "verified": 26 }, "at_that_address": { "not_published": 32, "verified": 26 }, "licensed": { "not_published": 32, "verified": 26 } }, "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "9422daf2a6c0b0a83dd04942872229a6564d4db2444261cb94ad7cc5395b70c7" }, { "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "83fb724c14e3120cad29868815f4cc634e10499ba7ae84a7dfca204c0e971634" }, { "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "014ccaac0f1ffb53f101afdc5438b9dd7faa70684d97d643f4e48c45893e4763" }, { "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "83fb724c14e3120cad29868815f4cc634e10499ba7ae84a7dfca204c0e971634" }, { "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "d8c10225abc4ff42c9bd2aecd3e343ec09eaafbc1fe62c7fbd8c5a1b51e9303c" }, { "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": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "e96d66752285d821d5e17600f47f5089639e7e539eb97af5f2069dbbcfe2d1a7" }, { "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": { "cycle": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" } } }, "receipt_hash": "7eb9bcc3ac7326e0a32a1525dc6cb28f878180cb00f24c359c5a5f53dc71df06" }, { "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", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": 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"instrument": null, "source_url": null, "verified_on": null, "expires_on": null, "confidence": null } } }, "receipt_hash": "83fb724c14e3120cad29868815f4cc634e10499ba7ae84a7dfca204c0e971634" }, { "name": "City & Suburban Heating & Cooling", "domain": "citysuburbanheating.com", "scorecard": "/companies/citysuburbanheating-com.html", "mentions": 6, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "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": "83fb724c14e3120cad29868815f4cc634e10499ba7ae84a7dfca204c0e971634" }, { "name": "Deljo Heating & Cooling", "domain": "deljoheating.com", "scorecard": "/companies/deljoheating-com.html", "mentions": 20, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 3, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-10-13T15:43:48Z" }, "fields": { "real": { "state": "verified", "value": "Deljo Heating & Cooling, Inc, \u2014 Regulated Business License, license number 2971994, term license_id 3082025, status AAI, issued 2026-07-24, expires 2028-06-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", 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