{ "index": "lodestar-chicago-hvac", "edition": "draft-v0.7-multimodel-pilot", "edition_as_of": "2026-09-03", "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": "2026-09-04T15:11:44.235511+00:00", "coverage": { "market": "chicago-hvac", "companies": 58, "real": { "not_published": 29, "verified": 29 }, "at_that_address": { "not_published": 29, "verified": 29 }, "licensed": { "not_published": 29, "verified": 29 } }, "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "7ed028f423cb94eb4b7a7c1560d34c3a878c5485391c9220e102fa462bc8a901" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "2353afd7ab649d04305cd20b3bd7733a39ce6248d6eaca04c14ff906c72a1621" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "dab2fabfff51de0a912c04812ea72ceacbaa80f253d3c90564857c850d390cce" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "a8554cee67caa0fcf42cb5af799215748c30798c44f9409e831aadd334f3ce42" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "05582c1b95b6ca3816556a3260f82b50f60566281809dcebbae518ed6f9c2d39" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "a28e3bd0e7cc8a94893c4d9004c33306fcafe66658b74205d5ecb3350f80075e" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "66d5e73d14c74f4a0047f75b479fdfa797aef179f9833b975cc0c5ae5110ba61" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "64b731ec3d1f60e5a408abce3bc7ae3c993ee29acb26f1064f16e915c4af98c6" }, { "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, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "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": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3082025", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "4300 W BRYN MAWR AVE, Chicago, IL 60646 \u2014 registered address on the current licence term (term license_id 3082025), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3082025", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2971994, term license_id 3082025, 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=3082025", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "38a15f778fe14ba9785024060c5b0d99b8bb79e92357223b150e0bee04d25119" }, { "name": "Besco Air Inc.", "domain": "bescoair.net", "scorecard": "/companies/bescoair-net.html", "mentions": 4, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "BESCO AIR, INC. \u2014 Regulated Business License, license number 2835938, term license_id 3008541, status AAI, issued 2025-01-23, 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=3008541", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "5850 N NORTHWEST HWY, Chicago, IL 60631 \u2014 registered address on the current licence term (term license_id 3008541), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3008541", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2835938, term license_id 3008541, 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=3008541", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "319f606312b817837e85c287f1c49aae91ef795d4b750487e9390fa9afdb839a" }, { "name": "Around the Town Heating & Cooling", "domain": "aroundthetownhvac.com", "scorecard": "/companies/aroundthetownhvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Compass Heating and Air Conditioning", "domain": "compassheatingandair.com", "scorecard": "/companies/compassheatingandair-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "DLS HVAC & Appliances", "domain": "dlshvac.com", "scorecard": "/companies/dlshvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Earth Temp HVAC", "domain": "earthtempacheating.com", "scorecard": "/companies/earthtempacheating-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "EARTH TEMP HVAC, INC. \u2014 Regulated Business License, license number 2488698, term license_id 2981486, status AAI, issued 2025-02-18, expires 2026-09-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2981486", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "15770 S BELL RD, Homer Glen, IL 60491 \u2014 registered address on the current licence term (term license_id 2981486), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2981486", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2488698, term license_id 2981486, 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=2981486", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" } } }, "receipt_hash": "2b711a727892970bcf54467c61a00f0de49a3cc3490c23c5176f78fc0d3b63f4" }, { "name": "Homeowners Heating & Cooling Services", "domain": "homeownershvac.com", "scorecard": "/companies/homeownershvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Ireland Heating & Air Conditioning", "domain": "irelandhtg.com", "scorecard": "/companies/irelandhtg-com.html", "mentions": 0, "signals": { "robots": "ai_explicit", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "IRELAND HEATING & AIR CO \u2014 Regulated Business License, license number 2443424, term license_id 3017203, status AAI, issued 2025-04-15, expires 2027-05-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3017203", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "at_that_address": { "state": "verified", "value": "28354 N BALLARD DR, Lake Forest, IL 60045 \u2014 registered address on the current licence term (term license_id 3017203), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3017203", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2443424, term license_id 3017203, 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=3017203", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" } } }, "receipt_hash": "9e262e75dba2dd6b409c9d4ef88c3e311b03c2801cebe913fa8d02d8cf4c4abb" }, { "name": "Parliament Builders", "domain": "parliamentbuildersinc.com", "scorecard": "/companies/parliamentbuildersinc-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "PARLIAMENT BUILDERS, INC. \u2014 Limited Business License, license number 2124957, term license_id 3047338, status AAI, issued 2025-10-02, expires 2027-11-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3047338", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "4453-59 S KNOX AVE 1ST, Chicago, IL 60632 \u2014 registered address on the current licence term (term license_id 3047338), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3047338", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Limited Business License, license number 2124957, term license_id 3047338, status AAI, business activity \"\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3047338", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "e2fa6bb115729ea05107f0c0dc5389adc265191c1d2c0be15693f4d520fef902" }, { "name": "Stephen's Plumbing and Heating", "domain": "stephenspandh.com", "scorecard": "/companies/stephenspandh-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Temperature One Heating and Cooling", "domain": "temperature-one.com", "scorecard": "/companies/temperature-one-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Chicago Comfort HVAC Services", "domain": "chicagocomforthvac.com", "scorecard": "/companies/chicagocomforthvac-com.html", "mentions": 2, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Chicago HVAC Repair Doctor", "domain": "chicagohvacrepairdr.com", "scorecard": "/companies/chicagohvacrepairdr-com.html", "mentions": 17, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "CHICAGO HVAC REPAIR DOCTOR, INC. \u2014 Regulated Business License, license number 2771212, term license_id 3009484, status AAI, issued 2025-01-28, 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=3009484", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "4049 WASHINGTON BLVD, Hillside, IL 60162 \u2014 registered address on the current licence term (term license_id 3009484), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3009484", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2771212, term license_id 3009484, status AAI, business activity \"Residential Construction / Minor Home Repair Services | Residential Installation of Appliances / Blinds / Carpet | Heating, Ventilation and Air Conditioning Services - Residential\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3009484", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "f758fa0669687b62f28ae7244e01e0aded29306fc2287e867e0e04f2a37fa06d" }, { "name": "Global Heating & Cooling", "domain": "globalheatingcooling.us", "scorecard": "/companies/globalheatingcooling-us.html", "mentions": 4, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "GLOBAL HEATING AND COOLING, LLC \u2014 Regulated Business License, license number 2966538, term license_id 3063971, status AAI, issued 2025-12-19, expires 2028-02-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3063971", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "5866 N NORTHWEST HWY, Chicago, IL 60631 \u2014 registered address on the current licence term (term license_id 3063971), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3063971", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2966538, term license_id 3063971, status AAI, business activity \"Operation of an Administrative Commercial Office | Heating, Ventilation and Air Conditioning Services - Residential\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3063971", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "e2265df9eb6dbdf0e48364f7d7470ddec2a6484da95dcf9b5a045b695b601a94" }, { "name": "Y-tech Heating & Air Conditioning", "domain": "ytechheating.com", "scorecard": "/companies/ytechheating-com.html", "mentions": 3, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Thornton Heating Service", "domain": "thorntonheating.com", "scorecard": "/companies/thorntonheating-com.html", "mentions": 0, "signals": { "robots": "ai_explicit", "llms_txt": "no", "sitemap": "yes", "schema": "partial", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "THORNTON HEATING SERVICE, INC. \u2014 Regulated Business License, license number 2753298, term license_id 2987005, status AAI, issued 2024-10-15, 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=2987005", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "19083 W CASEY RD, Libertyville, IL 60048 \u2014 registered address on the current licence term (term license_id 2987005), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2987005", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2753298, term license_id 2987005, 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=2987005", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" } } }, "receipt_hash": "64c17a608515e4b010cad831c834e165c8bb82cdcefad2a7b1c55d3f342c5d57" }, { "name": "A-All Temp Heating and Cooling", "domain": "aalltemp.com", "scorecard": "/companies/aalltemp-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Aaron & Trecker Heating & Air Conditioning", "domain": "aaronandtrecker.com", "scorecard": "/companies/aaronandtrecker-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Accurate HVAC, LLC", "domain": "accuratehvacllc.com", "scorecard": "/companies/accuratehvacllc-com.html", "mentions": 0, "signals": { "robots": "llm_policy", "llms_txt": "ambiguous", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Allied Air Conditioning & Heating", "domain": "alliedairheat.com", "scorecard": "/companies/alliedairheat-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Blue Frost Heating & Cooling", "domain": "bluefrosthvac.com", "scorecard": "/companies/bluefrosthvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Doornbos Heating and Air Conditioning", "domain": "doornbos.com", "scorecard": "/companies/doornbos-com.html", "mentions": 0, "signals": { "robots": "ai_explicit", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "DOORNBOS HEATING AND AIR CONDITIONING LLC \u2014 Regulated Business License, license number 2749773, term license_id 2981501, status AAI, issued 2024-09-09, expires 2026-09-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2981501", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "11310 S CICERO AVE, Alsip, IL 60803 \u2014 registered address on the current licence term (term license_id 2981501), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2981501", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2749773, term license_id 2981501, status AAI, business activity \"Home Repair Services | Heating, Ventilation and Air Conditioning Services - Residential\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2981501", "verified_on": "2026-09-03", "expires_on": "2026-09-15", "confidence": "high" } } }, "receipt_hash": "d000fa18e507ad2767bc5bd6b5484ed9c597dd2de39a282fb612e0327414f109" }, { "name": "Ducts R Us", "domain": "ductsruscleaning.com", "scorecard": "/companies/ductsruscleaning-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "GV's Heating & Cooling", "domain": "gvshvac.com", "scorecard": "/companies/gvshvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Phoenix HVAC", "domain": "phx-hvac.com", "scorecard": "/companies/phx-hvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Preferred Comfort Heating & Cooling", "domain": "pcheatingandcooling.com", "scorecard": "/companies/pcheatingandcooling-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "yes", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "PREFERRED COMFORT HEATING & COOLING, INC. \u2014 Regulated Business License, license number 2578833, term license_id 3063756, status AAI, issued 2026-02-17, expires 2028-02-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3063756", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "3828 N WHIPPLE ST, Chicago, IL 60618 \u2014 registered address on the current licence term (term license_id 3063756), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3063756", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2578833, term license_id 3063756, 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=3063756", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "579001af3af67d80922b3b2ba58fe99568c58623134d22ec8afa7bce8162c257" }, { "name": "South Suburban Heating & Air Conditioning", "domain": "southsuburbanheating.com", "scorecard": "/companies/southsuburbanheating-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "SOUTH SUBURBAN HEATING AND AIR CONDITIONING,INC. \u2014 Regulated Business License, license number 2207234, term license_id 3070992, status AAI, issued 2026-02-17, 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=3070992", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "2914 BERNICE AVE, Lansing, IL 60438 \u2014 registered address on the current licence term (term license_id 3070992), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3070992", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2207234, term license_id 3070992, status AAI, business activity \"Home Repair Services\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3070992", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "71cd56dd4215af7b45a79d6db6910f3d906e9ce032282299110f147ea5437e8b" }, { "name": "TDH Mechanical", "domain": "tdhmechanical.com", "scorecard": "/companies/tdhmechanical-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "TDH MECHANICAL INC \u2014 Regulated Business License, license number 2517191, term license_id 3004246, status AAI, issued 2025-01-07, 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=3004246", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "606 CEDAR ST, St. Charles, IL 60174 \u2014 registered address on the current licence term (term license_id 3004246), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3004246", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2517191, term license_id 3004246, 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=3004246", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "1175e2da71bc86fbbe5f5f4e05a53cd47743f02bb02b0d44fd8dd62b45d2d303" }, { "name": "Shavitz Heating and Air Conditioning", "domain": "shavitz.com", "scorecard": "/companies/shavitz-com.html", "mentions": 17, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "R.A. SHAVITZ, INC. \u2014 Regulated Business License, license number 2204690, term license_id 3065825, status AAI, issued 2026-02-17, expires 2028-03-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3065825", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "at_that_address": { "state": "verified", "value": "8024 ST LOUIS AVE, Skokie, IL 60076 \u2014 registered address on the current licence term (term license_id 3065825), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3065825", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2204690, term license_id 3065825, status AAI, business activity \"Home Repair Services\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3065825", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" } } }, "receipt_hash": "168c80369aaf14286b6a8170250bc7765e0c28c9246a61cb0339864512234edc" }, { "name": "Frontline Heating & Cooling", "domain": "frontlineheatingcooling.com", "scorecard": "/companies/frontlineheatingcooling-com.html", "mentions": 2, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "FRONTLINE HEATING & COOLING LLC \u2014 Regulated Business License, license number 2993093, term license_id 2993093, status AAI, issued 2024-09-25, 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=2993093", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "8020 S BLACKSTONE AVE, Chicago, IL 60619 \u2014 registered address on the current licence term (term license_id 2993093), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2993093", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2993093, term license_id 2993093, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential Only (Home Based Business)\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=2993093", "verified_on": "2026-09-03", "expires_on": "2026-10-15", "confidence": "high" } } }, "receipt_hash": "cfaa23845e4501e7be095ae67dc0523649ee22f1486230357b3459c538a65de1" }, { "name": "Althoff Industries", "domain": "callalthoff.com", "scorecard": "/companies/callalthoff-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "partial", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "ALTHOFF INDUSTRIES, INC. \u2014 Limited Business License, license number 1227604, term license_id 3016991, status AAI, issued 2025-04-17, expires 2027-05-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3016991", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "8001 S ROUTE 31, Crystal Lake, IL 60014 \u2014 registered address on the current licence term (term license_id 3016991), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3016991", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Limited Business License, license number 1227604, term license_id 3016991, status AAI, business activity \"\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3016991", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "bc579b1796fd1e197fdff46ca18d64703b474d0bc8fc5e8652f9465723b509b4" }, { "name": "Any Temp Heating & Cooling", "domain": "any-temp.com", "scorecard": "/companies/any-temp-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "ANY TEMP HEATING & COOLING, INC., \u2014 Regulated Business License, license number 2906761, term license_id 3019866, status AAI, issued 2025-03-17, expires 2027-05-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3019866", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "437 N WESLEY DR, Addison, IL 60101 \u2014 registered address on the current licence term (term license_id 3019866), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3019866", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2906761, term license_id 3019866, 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=3019866", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "b821d666119ca20af04cdcce846d48357a97f813d761f60443fd66b6dd28484f" }, { "name": "Clean Air Doctors", "domain": "cleanairdoctors.com", "scorecard": "/companies/cleanairdoctors-com.html", "mentions": 0, "signals": { "robots": "none", "llms_txt": "ambiguous", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "My Guy HVAC", "domain": "myguyhvac.com", "scorecard": "/companies/myguyhvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "My Guy HVAC, INC. \u2014 Regulated Business License, license number 2397099, term license_id 3033908, status AAI, issued 2025-06-17, 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=3033908", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "6134 N MILWAUKEE AVE 1ST A, Chicago, IL 60646 \u2014 registered address on the current licence term (term license_id 3033908), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3033908", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2397099, term license_id 3033908, 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=3033908", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "782e935604050c042d2a48401a1907c28143ae182390531f16221a4e8cfba5db" }, { "name": "Roberts Heating & Air Conditioning", "domain": "robertsheating.com", "scorecard": "/companies/robertsheating-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "ROBERTS HEATING & AIR CONDITIONING, INC. \u2014 Regulated Business License, license number 2207179, term license_id 3012885, status AAI, issued 2025-03-26, 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=3012885", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "1847 RAYMOND DR, Northbrook, IL 60062 \u2014 registered address on the current licence term (term license_id 3012885), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012885", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2207179, term license_id 3012885, status AAI, business activity \"Home Repair Services\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3012885", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "daa7ef084dc83f1b1bc2f63ceef64dfe352056e877c20a2fb1f92354ea9b3cc9" }, { "name": "State Automatic Heating & Cooling", "domain": "stateautomatic.com", "scorecard": "/companies/stateautomatic-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "no", "schema": "yes", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Wantuck Comfort Solutions", "domain": "wantuck.net", "scorecard": "/companies/wantuck-net.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "yes", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "WANTUCK COMFORT SOLUTIONS, INC. \u2014 Regulated Business License, license number 2647798, term license_id 3066807, status AAI, issued 2026-05-20, expires 2028-03-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3066807", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "4801 S KNOX AVE, Chicago, IL 60632 \u2014 registered address on the current licence term (term license_id 3066807), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3066807", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2647798, term license_id 3066807, 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=3066807", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "68d286a5dc55cc594b5cf9a3e74c98170e1240eaf9796ac7b537b478dcdc689a" }, { "name": "All Temp Heating & Cooling (Wauconda)", "domain": "alltemp.net", "scorecard": "/companies/alltemp-net.html", "mentions": 3, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "King Heating, Cooling & Plumbing", "domain": "kingheating.com", "scorecard": "/companies/kingheating-com.html", "mentions": 3, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "KING HVAC SYSTEMS LLC \u2014 Regulated Business License, license number 3046796, term license_id 3046796, status AAI, issued 2025-09-15, expires 2027-09-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3046796", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "at_that_address": { "state": "verified", "value": "6310 LINCOLN AVE, Morton Grove, IL 60053 \u2014 registered address on the current licence term (term license_id 3046796), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3046796", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 3046796, term license_id 3046796, 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=3046796", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "medium" } } }, "receipt_hash": "949383c9c30a6529646b130cdc83131c4c9beecc3417f7a0fb26d4d4145f7ecc" }, { "name": "ABC Plumbing, Sewer, Heating, Cooling & Electric", "domain": "4abc.com", "scorecard": "/companies/4abc-com.html", "mentions": 9, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Amber Heating & Air Conditioning", "domain": "amberheatingandair.com", "scorecard": "/companies/amberheatingandair-com.html", "mentions": 0, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Dukes Heating", "domain": "dukeshvac.com", "scorecard": "/companies/dukeshvac-com.html", "mentions": 0, "signals": { "robots": "standard", "llms_txt": "no", "sitemap": "no", "schema": "no", "mcp": "none", "variable_signals": 0 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Freedom Heating, Cooling & Electrical", "domain": "freedomheatcool.com", "scorecard": "/companies/freedomheatcool-com.html", "mentions": 0, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "HVAC Buddies", "domain": "hvaccompanychicago.com", "scorecard": "/companies/hvaccompanychicago-com.html", "mentions": 0, "signals": { "robots": "variable", "llms_txt": "variable", "sitemap": "variable", "schema": "variable", "mcp": "variable", "variable_signals": 5 }, "unreachable": false, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "fields": { "real": { "state": "verified", "value": "HVAC BUDDIES L.L.C. \u2014 Regulated Business License, license number 2971307, term license_id 3081883, status AAI, issued 2026-06-23, expires 2028-06-15, City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3081883", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "at_that_address": { "state": "verified", "value": "1117 W 19TH ST 1 1, Chicago, IL 60608 \u2014 registered address on the current licence term (term license_id 3081883), City of Chicago business register", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3081883", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" }, "licensed": { "state": "verified", "value": "Regulated Business License, license number 2971307, term license_id 3081883, status AAI, business activity \"Heating, Ventilation and Air Conditioning Services - Residential Only (Home Based Business)\"", "instrument": "chicago-bacp-r5kz-chrr", "source_url": "https://data.cityofchicago.org/resource/r5kz-chrr.json?license_id=3081883", "verified_on": "2026-09-03", "expires_on": "2026-12-02", "confidence": "high" } } }, "receipt_hash": "36cdb4784e599d92db7964a45cae93dd48dca9a1d1826e470d9e8753f62a0f33" }, { "name": "Kooch Heating & Cooling", "domain": "koochheatingandcooling.com", "scorecard": "/companies/koochheatingandcooling-com.html", "mentions": 0, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Ravinia Plumbing, Sewer, Heating & Electric", "domain": "raviniaplumbing.com", "scorecard": "/companies/raviniaplumbing-com.html", "mentions": 0, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" }, { "name": "Unique Indoor Comfort", "domain": "chicagolandunique.com", "scorecard": "/companies/chicagolandunique-com.html", "mentions": 0, "signals": { "robots": "unreachable", "llms_txt": "unreachable", "sitemap": "unknown", "schema": "unreachable", "mcp": "none", "variable_signals": 0 }, "unreachable": true, "receipt": { "cycle": 1, "fielded_on": "2026-09-03", "protocol": "lodestar-ground-truth-v1-protocol.md", "gated": { "verifier": "PASS", "gated_on": "2026-09-06T18:00:00Z" }, "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": "629dd0eafcc17c7f654a12738f79f8a0a4cd8315c527497710eaaf18c27d0fb3" } ], "snapshot_date": "2026-09-03" }