{
 "slug": "houston-hvac",
 "url": "https://namebeam.ai/houston-hvac",
 "prompt_verbatim": "Who is the best HVAC company in Houston for AC repair?",
 "market": "Houston TX",
 "niche": "hvac repair and replacement",
 "window": [
  "2026-08-09",
  "2026-10-19"
 ],
 "generated": "2026-10-20",
 "repo": "https://github.com/mrcrtr1979-droid/namebeam-visibility-index/tree/main/corpus/e1",
 "note": "businesses_named lists classified business names found in the verbatim answer (names seen in at least 2 answers of this prompt were classified). Raw rows are in the repo file named in \"file\"; sha256 is of that file.",
 "name_forms": {
  "5 Star Repair Services": {
   "5 Star Repair Services": 3
  },
  "A+ rating": {
   "A+ rating": 4
  },
  "ACS Absolute Comfort": {
   "ACS Absolute Comfort": 6
  },
  "Abacus Plumbing, Air Conditioning & Electrical": {
   "Abacus": 17,
   "Abacus Plumbing, Air Conditioning & Electrical": 47
  },
  "Ace Comfort Air Conditioning & Heating": {
   "Ace Comfort Air Conditioning & Heating": 7
  },
  "Adams Air": {
   "Adams Air": 8,
   "Adams Air Conditioning": 7
  },
  "Air Specialist": {
   "Air Specialist": 10
  },
  "Air Star Now": {
   "Air Star Now": 5
  },
  "Air Tech of Houston AC": {
   "Air Tech of Houston AC": 2
  },
  "Air Tech of Houston AC & Plumbing": {
   "Air Tech of Houston": 10,
   "Air Tech of Houston AC & Plumbing": 27
  },
  "BBB A": {
   "BBB A": 2
  },
  "Be Cool A/C & Heating": {
   "Be Cool A/C & Heating": 17,
   "Be Cool A/C and Heating": 3
  },
  "Benjamin Franklin HVAC": {
   "Benjamin Franklin": 6,
   "Benjamin Franklin HVAC": 1
  },
  "Bodensteiner Service Inc": {
   "Bodensteiner Service Inc": 2
  },
  "Comfort Systems USA": {
   "Comfort Systems USA": 5
  },
  "Courtesy Air Conditioning & Heating": {
   "Courtesy AC": 2,
   "Courtesy Air Conditioning & Heating": 9
  },
  "Coverage": {
   "Coverage": 3
  },
  "Custom Comfort Air": {
   "Custom Comfort Air": 2
  },
  "Got Flow: Plumbing & AC Services": {
   "Got Flow: Plumbing & AC Services": 2,
   "Got Flow": 1
  },
  "Highlights": {
   "Highlights": 3
  },
  "Horizon Services": {
   "Horizon Services": 1
  },
  "Houk Air Conditioning": {
   "Houk Air Conditioning": 2
  },
  "John Moore": {
   "John Moore": 9
  },
  "John Moore Services": {
   "John Moore Services": 38
  },
  "Katy / West Houston": {
   "Katy / West Houston": 2
  },
  "Known For": {
   "Known For": 2
  },
  "Known for": {
   "Known for": 2
  },
  "Location Matters": {
   "Location Matters": 2
  },
  "Mission AC": {
   "Mission AC": 2
  },
  "Mission AC & Plumbing": {
   "Mission AC & Plumbing": 2
  },
  "Mission Air Conditioning & Heating": {
   "Mission Air Conditioning & Heating": 2
  },
  "Mission Air Conditioning & Plumbing": {
   "Mission Air Conditioning & Plumbing": 12
  },
  "NATE": {
   "NATE": 2
  },
  "NATE Certification": {
   "NATE Certification": 3
  },
  "NATE-certified": {
   "NATE-certified": 2
  },
  "ONE HOUR Air Conditioning & Heating": {
   "ONE HOUR": 1,
   "ONE HOUR Air Conditioning & Heating": 1
  },
  "On Time Heating": {
   "On Time Heating": 2
  },
  "One Hour": {
   "One Hour": 7
  },
  "One Hour Heating": {
   "One Hour Heating": 3
  },
  "Popular Houston": {
   "Popular Houston": 4
  },
  "Popular Houston HVAC": {
   "Popular Houston HVAC": 2
  },
  "Popular Houston-area companies": {
   "Popular Houston-area companies": 2
  },
  "Rescue Rooter": {
   "Rescue Rooter": 23,
   "ARS": 2
  },
  "Richmond Air": {
   "Richmond Air": 6
  },
  "Richmond Air Conditioning": {
   "Richmond Air Conditioning": 2
  },
  "Richmond's Air": {
   "Richmond's Air": 13
  },
  "Royal Air Houston": {
   "Royal Air Houston": 39
  },
  "Smart Air": {
   "Smart Air": 2
  },
  "TACLB": {
   "TACLB": 6
  },
  "Terry's A/C and Heating": {
   "Terry's A/C and Heating": 3
  },
  "Texas Department of Licensing and Regulation (TDLR": {
   "Texas Department of Licensing and Regulation (TDLR": 12
  },
  "The Chill Brothers": {
   "The Chill Brothers": 5
  },
  "The Lee Thompson Co": {
   "The Lee Thompson Co": 2
  },
  "Universal Home Experts": {
   "Universal Home Experts": 9
  },
  "Upfront Diagnostic Fees": {
   "Upfront Diagnostic Fees": 2
  },
  "Vibrant Mechanical": {
   "Vibrant Mechanical": 13
  },
  "Village Plumbing & Air": {
   "Village Plumbing & Air": 8
  }
 },
 "rows": [
  {
   "check_id": "NB-CZ-API_2026-08-09_segment_hvac_houston_anthropic",
   "date": "2026-08-09",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-09_segment_hvac_houston_anthropic.json",
   "sha256": "73c84efe365608322b1480a1f7ea35c0bfc07121ff6a2491bfc75ed4a4ad4ad8",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-09_segment_hvac_houston_gemini",
   "date": "2026-08-09",
   "engine": "gemini",
   "channel": "api",
   "status": "FAILED",
   "file": "NB-CZ-API_2026-08-09_segment_hvac_houston_gemini.json",
   "sha256": "634de6d57e5152dc614f46b31adada52f4b7040e5c89eba600ebba086335e34a",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-09_segment_hvac_houston",
   "date": "2026-08-09",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-09_segment_hvac_houston.json",
   "sha256": "813c633f6967d24b20a643572b5f877e288e366495c712c9215eac0d0edc7ba6",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-API_2026-08-09_segment_hvac_houston_openai",
   "date": "2026-08-09",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-09_segment_hvac_houston_openai.json",
   "sha256": "bdec7c2d3047cefd4119d373ca640a02ca35a7aa77c8b3dba0b9965813483eb7",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-09_segment_hvac_houston_perplexity",
   "date": "2026-08-09",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-09_segment_hvac_houston_perplexity.json",
   "sha256": "67debe83b40f2cd56e61b48509b2391d0db39db2d24ac1acd4ee6f916325617d",
   "businesses_named": [
    "Abacus Plumbing, Air Conditioning & Electrical",
    "Adams Air",
    "Be Cool A/C & Heating",
    "Courtesy Air Conditioning & Heating",
    "John Moore",
    "John Moore Services",
    "Royal Air Houston"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-10_segment_hvac_houston_anthropic",
   "date": "2026-08-10",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-10_segment_hvac_houston_anthropic.json",
   "sha256": "60ad87729aad5d8930e8c6f4685b53f53b22f16a197f8e8eb468f9ce531aabd4",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-10_segment_hvac_houston_gemini",
   "date": "2026-08-10",
   "engine": "gemini",
   "channel": "api",
   "status": "QUOTA_BLOCKED",
   "file": "NB-CZ-API_2026-08-10_segment_hvac_houston_gemini.json",
   "sha256": "717e9bb704da97347dda1cd2948a633cdac3547335230e673382285527157002",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-10_segment_hvac_houston",
   "date": "2026-08-10",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-10_segment_hvac_houston.json",
   "sha256": "330ec7870d47190f0460e15818f209dca8deb3318c8b7d4d71dacf62d920f36e",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-API_2026-08-10_segment_hvac_houston_openai",
   "date": "2026-08-10",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-10_segment_hvac_houston_openai.json",
   "sha256": "d2ad75f86a888b40e56885f5c4ed35b4d4dd79ed0d9051059d6e1c866e5f586d",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-10_segment_hvac_houston_perplexity",
   "date": "2026-08-10",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-10_segment_hvac_houston_perplexity.json",
   "sha256": "6062af887edaa66d92177d7257ebc59650adcbc3811ade23af07aaaa296a4ee7",
   "businesses_named": [
    "Abacus Plumbing, Air Conditioning & Electrical",
    "Courtesy Air Conditioning & Heating",
    "Royal Air Houston"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-11_segment_hvac_houston_anthropic",
   "date": "2026-08-11",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-11_segment_hvac_houston_anthropic.json",
   "sha256": "18943f460b1b271c35e0e148f7162b8906914bf1860c0c85919aea6ed07a4412",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-11_segment_hvac_houston_gemini",
   "date": "2026-08-11",
   "engine": "gemini",
   "channel": "api",
   "status": "QUOTA_BLOCKED",
   "file": "NB-CZ-API_2026-08-11_segment_hvac_houston_gemini.json",
   "sha256": "64e261fdb543fc7bb169ab92e69cc30a791380ba31b1c9cb9963930249bafa90",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-11_segment_hvac_houston",
   "date": "2026-08-11",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-11_segment_hvac_houston.json",
   "sha256": "9f012bf652996bdef815d00ea0ed72c4cf77ec5f268b5b236b7fa2bb52afd47c",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-API_2026-08-11_segment_hvac_houston_openai",
   "date": "2026-08-11",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-11_segment_hvac_houston_openai.json",
   "sha256": "44d02bbc57f8596d9087041a4b6b2b390da924ae7c395240edfd9524ed5feef1",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-11_segment_hvac_houston_perplexity",
   "date": "2026-08-11",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-11_segment_hvac_houston_perplexity.json",
   "sha256": "e307b79db1a51c880bbf6d62d3a4775a24c6906e7ad111ae151d1055966d948b",
   "businesses_named": [
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    "Be Cool A/C & Heating",
    "Courtesy Air Conditioning & Heating",
    "John Moore Services",
    "Royal Air Houston"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-12_segment_hvac_houston_anthropic",
   "date": "2026-08-12",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-12_segment_hvac_houston_anthropic.json",
   "sha256": "1592edbfa632ff9c945d7621f403be240adcbb56476bac31438be76dc153b25c",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-12_segment_hvac_houston_gemini",
   "date": "2026-08-12",
   "engine": "gemini",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-12_segment_hvac_houston_gemini.json",
   "sha256": "5cdfa459396b6e982bba5393b3431fd550365694a0e0ccb5a7abf102e054b49e",
   "businesses_named": [
    "Abacus Plumbing, Air Conditioning & Electrical",
    "Air Tech of Houston AC & Plumbing",
    "John Moore Services",
    "Richmond's Air",
    "Texas Department of Licensing and Regulation (TDLR",
    "Universal Home Experts"
   ]
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-12_segment_hvac_houston",
   "date": "2026-08-12",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-12_segment_hvac_houston.json",
   "sha256": "f7ac53e09379377e7c4504963ad647b8611ff52b0816491318417fb79dc88b87",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-API_2026-08-12_segment_hvac_houston_openai",
   "date": "2026-08-12",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-12_segment_hvac_houston_openai.json",
   "sha256": "55736d9c82d2e4edea7d7ef3a95858a779650927bb15c8373238d0937a0ca6e1",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-12_segment_hvac_houston_perplexity",
   "date": "2026-08-12",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-12_segment_hvac_houston_perplexity.json",
   "sha256": "71faa7f14003a3f780584b1e4f2f2cec28f641e56021e9e4e52c1ff0601bca0b",
   "businesses_named": [
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    "Adams Air",
    "Be Cool A/C & Heating",
    "Courtesy Air Conditioning & Heating",
    "Royal Air Houston"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-13_segment_hvac_houston_anthropic",
   "date": "2026-08-13",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-13_segment_hvac_houston_anthropic.json",
   "sha256": "ca9316cadf2da33691f5ead5810fed31ca4a1dde31a330d5f98b401bafce9570",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-13_segment_hvac_houston_gemini",
   "date": "2026-08-13",
   "engine": "gemini",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-13_segment_hvac_houston_gemini.json",
   "sha256": "8c8cc875a43c66b154698db3a1dec89525ded9a431260efe0b3fc4d949dddfbc",
   "businesses_named": [
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    "Highlights",
    "John Moore Services",
    "Known For",
    "Richmond Air Conditioning",
    "TACLB",
    "Village Plumbing & Air"
   ]
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-13_segment_hvac_houston",
   "date": "2026-08-13",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-13_segment_hvac_houston.json",
   "sha256": "3c4cb5fa83b994725f547677d5431d3b58c44b8d744aee887469ee17f84d3d2a",
   "businesses_named": null
  },
  {
   "check_id": "NB-CZ-API_2026-08-13_segment_hvac_houston_openai",
   "date": "2026-08-13",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-13_segment_hvac_houston_openai.json",
   "sha256": "edc3250a90d506f20cf30fdd29cd3bce0743455f97c43ede35503b8e2d1c2fb5",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-13_segment_hvac_houston_perplexity",
   "date": "2026-08-13",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-13_segment_hvac_houston_perplexity.json",
   "sha256": "6b9a2f7c344b3d41d26e9e87493d1db1083eeee7f5d7ff1ff04f9d4cb7e26b0b",
   "businesses_named": [
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    "Abacus Plumbing, Air Conditioning & Electrical",
    "Adams Air",
    "Courtesy Air Conditioning & Heating",
    "John Moore Services"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-14_segment_hvac_houston_anthropic",
   "date": "2026-08-14",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-14_segment_hvac_houston_anthropic.json",
   "sha256": "bb70570d224468819eab3393be07b308d9a21ba1cf04676937a8e7fd9015e9bc",
   "businesses_named": []
  },
  {
   "check_id": "NB-CZ-API_2026-08-14_segment_hvac_houston_gemini",
   "date": "2026-08-14",
   "engine": "gemini",
   "channel": "api",
   "status": "FAILED",
   "file": "NB-CZ-API_2026-08-14_segment_hvac_houston_gemini.json",
   "sha256": "f63c5cb0f11942503de1ca7fcd3eb57d0a5b29beca5a7ece12b98c83bf810971",
   "businesses_named": null
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  {
   "check_id": "NB-CZ-SERP_2026-08-14_segment_hvac_houston",
   "date": "2026-08-14",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-14_segment_hvac_houston.json",
   "sha256": "6850e685150514fc54c8be629f18b6df5c1a0d4aff1ed952d1dc050db83f0d49",
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  {
   "check_id": "NB-CZ-API_2026-08-14_segment_hvac_houston_openai",
   "date": "2026-08-14",
   "engine": "openai",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-14_segment_hvac_houston_openai.json",
   "sha256": "fd91d758c6329e1c02b67679df8e1d419024c03b2cfce92f5db8b88e4de1f441",
   "businesses_named": []
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  {
   "check_id": "NB-CZ-API_2026-08-14_segment_hvac_houston_perplexity",
   "date": "2026-08-14",
   "engine": "perplexity",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-14_segment_hvac_houston_perplexity.json",
   "sha256": "f52819cb48fb210a336e869fcdfda72c33cd16552deaa5f1d43c8e7e6ac03ff5",
   "businesses_named": [
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    "Abacus Plumbing, Air Conditioning & Electrical",
    "Courtesy Air Conditioning & Heating",
    "John Moore Services",
    "Vibrant Mechanical"
   ]
  },
  {
   "check_id": "NB-CZ-API_2026-08-15_segment_hvac_houston_anthropic",
   "date": "2026-08-15",
   "engine": "anthropic",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-15_segment_hvac_houston_anthropic.json",
   "sha256": "41c3f436fafd72c40899e0130bac06cfc7ebef4af8c741c1f823dc978b45abbd",
   "businesses_named": []
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  {
   "check_id": "NB-CZ-API_2026-08-15_segment_hvac_houston_gemini",
   "date": "2026-08-15",
   "engine": "gemini",
   "channel": "api",
   "status": "OK",
   "file": "NB-CZ-API_2026-08-15_segment_hvac_houston_gemini.json",
   "sha256": "d91a9f4e2f4bc54e94e4e0ba99e3ecd990dfc251190994048c9236c5781d7690",
   "businesses_named": [
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    "John Moore",
    "John Moore Services",
    "Mission Air Conditioning & Plumbing",
    "Richmond's Air",
    "TACLB",
    "Terry's A/C and Heating"
   ]
  },
  {
   "check_id": "NB-CZ-SERP_2026-08-15_segment_hvac_houston",
   "date": "2026-08-15",
   "engine": "google_serp",
   "channel": "serp",
   "status": "OK",
   "file": "NB-CZ-SERP_2026-08-15_segment_hvac_houston.json",
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 ]
}