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Namebeam
The dated record of who AI names
Namebeam / The record / Atlanta GA, hvac repair and replacement

Atlanta GA, hvac repair and replacement

Asked every run day, word for word:

Who is the best HVAC company in Atlanta to replace my air conditioner?
300
rows logged
window 2026-08-09 to 2026-10-07
59 of 60
calendar days with rows
last row 2026-10-07
252
OK
rows, same window
2
EXTRACTION_FAILED
rows, same window
30
QUOTA_BLOCKED
rows, same window
16
FAILED
rows, same window

Status words: OK means an answer was logged. QUOTA_BLOCKED means the engine refused the call over its quota. FAILED means the call did not complete. EXTRACTION_FAILED means the response came back without readable results (in the logged rows this is Google search pages blocked by a consent wall or captcha). Every status is printed at the same size as the wins.

Days in the window with no rows: 2026-10-05.

Downloads (ungated)

License: CC BY 4.0. Credit: Namebeam (namebeam.ai). Use without credit needs the Commercial License.

How to cite: "Namebeam record, Atlanta GA, hvac repair and replacement, window 2026-08-09 to 2026-10-07, retrieved from namebeam.ai on [date]". Read the method. Pull the same rows by API: api.receiptsindex.com/datasets.

By engine

EngineOKEXTRACTION_FAILEDQUOTA_BLOCKEDFAILEDOK, 0 namesRows
OpenAI600004860
Anthropic600006060
Perplexity57003060
Gemini1703013060
Google search582005860

Names by engine, whole window

Each cell counts OK answers from that engine that named the entry. The top row is how many OK answers that engine gave.

Name as extractedOpenAIAnthropicPerplexityGeminiGoogle search
OK answers in window6060571758
Reliable Heating & Air0052130
Coolray004420
Moncrief Heating & Air Conditioning002920
Estes Services0015150
Cunningham Associates002900
Hope Heating & AC Repair001600
Casteel Heating, Cooling, Plumbing & Electrical000120
The Air Company of Georgia001200
Rescue Rooter100000
Empire HVAC00600
PV Heating & Cooling00330
PV Heating, Cooling & Insulation00060
Benjamin Franklin50000
Coolray Heating, Cooling, Plumbing & Electrical00050
One Hour Heating50000

Names are shown as extracted from each answer. Some entries are headings or terms, not businesses. That is a known issue in the Edition 1 files and it is logged on the corrections page. A count is not a ranking.

Who entered and who dropped

Each run day is compared with the previous run day, using the engines that answered OK on both days. One engine skipping a day cannot show up as a drop. The full list is in changes.csv.

Run dayCompared withEngines comparedEnteredDropped
2026-10-072026-10-06OpenAI, Anthropic, Perplexity, Google searchBardi Heating, Cooling & PlumbingEstes Services; One Hour Heating; Premier Comfort Services; R.S. Andrews
2026-10-062026-10-04OpenAI, Anthropic, Perplexity, Google searchOne Hour Heating; Premier Comfort Services; R.S. AndrewsThe Air Company of Georgia
2026-10-042026-10-03OpenAI, Anthropic, Perplexity, Google searchEstes Services; Reliable Heating & AirIndoor Experts; PV Heating & Cooling
2026-10-032026-10-02OpenAI, Anthropic, Perplexity, Google searchIndoor Experts; PV Heating & Cooling; The Air Company of GeorgiaBardi Heating, Cooling & Plumbing; Benjamin Franklin; Estes Services; Moncrief Heating & Air Conditioning; Rescue Rooter
2026-10-022026-10-01OpenAI, Anthropic, Perplexity, Google searchBenjamin Franklin; Estes Services; Rescue RooterBell Mechanical
2026-10-012026-09-30OpenAI, Anthropic, Perplexity, Google searchBell Mechanical; Moncrief Heating & Air ConditioningOne Hour Heating; Reliable Heating & Air; Rescue Rooter; The Air Company of Georgia
2026-09-302026-09-29OpenAI, Anthropic, Perplexity, Google searchBardi Heating, Cooling & Plumbing; One Hour Heating; Reliable Heating & Air; Rescue RooterCentral Heating and Air Conditioning; PV Heating & Cooling
2026-09-292026-09-28OpenAI, Anthropic, Perplexity, Google searchCentral Heating and Air Conditioning; PV Heating & Cooling; The Air Company of GeorgiaIndoor Experts; Moncrief Heating & Air Conditioning; One Hour Heating; Rescue Rooter
2026-09-282026-09-27OpenAI, Anthropic, Perplexity, Google searchIndoor Experts; One Hour HeatingEstes Services; Hope Heating & AC Repair; PV Heating & Cooling; Reliable Heating & Air
2026-09-272026-09-26OpenAI, Anthropic, Perplexity, Google searchMoncrief Heating & Air Conditioning; PV Heating & Cooling; Rescue RooterCoolray; Cunningham Associates
2026-09-262026-09-25OpenAI, Anthropic, Perplexity, Google searchnoneBenjamin Franklin; Moncrief Heating & Air Conditioning; Rescue Rooter
2026-09-252026-09-24OpenAI, Anthropic, Perplexity, Google searchBenjamin Franklin; Cunningham Associates; Hope Heating & AC Repair; Moncrief Heating & Air Conditioningnone
2026-09-242026-09-23OpenAI, Anthropic, Perplexity, Google searchCoolray; Rescue Rooternone
2026-09-232026-09-22OpenAI, Anthropic, Perplexity, Google searchnoneBenjamin Franklin; Coolray; One Hour Heating; Rescue Rooter

Every run day

Newest at the top. Each date opens the day page with the names, the answer hash and a CSV.

DateOpenAIAnthropicPerplexityGeminiGoogle search
2026-10-07OK 0 namesOK 0 namesOK 2 namesFAILEDOK 0 names
2026-10-06OK 2 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-10-05no rows logged for this day
2026-10-04OK 0 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-10-03OK 0 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-10-02OK 2 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-10-01OK 0 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-09-30OK 2 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-09-29OK 0 namesOK 0 namesOK 3 namesFAILEDOK 0 names
2026-09-28OK 2 namesOK 0 namesOK 2 namesFAILEDOK 0 names
2026-09-27OK 1 namesOK 0 namesOK 5 namesFAILEDOK 0 names
2026-09-26OK 0 namesOK 0 namesOK 5 namesQUOTA_BLOCKEDOK 0 names
2026-09-25OK 2 namesOK 0 namesOK 6 namesQUOTA_BLOCKEDOK 0 names
2026-09-24OK 1 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-23OK 0 namesOK 0 namesOK 2 namesQUOTA_BLOCKEDOK 0 names
2026-09-22OK 3 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-21OK 0 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-20OK 1 namesOK 0 namesOK 5 namesQUOTA_BLOCKEDOK 0 names
2026-09-19OK 1 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-18OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-17OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-16OK 2 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-15OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-14OK 0 namesOK 0 namesOK 2 namesQUOTA_BLOCKEDOK 0 names
2026-09-13OK 0 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-12OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-11OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-10OK 0 namesOK 0 namesOK 5 namesOK 8 namesOK 0 names
2026-09-09OK 2 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-08OK 0 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-09-07OK 0 namesOK 0 namesOK 5 namesQUOTA_BLOCKEDOK 0 names
2026-09-06OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-09-05OK 0 namesOK 0 namesOK 6 namesQUOTA_BLOCKEDOK 0 names
2026-09-04OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDOK 0 names
2026-09-03OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDOK 0 names
2026-09-02OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDOK 0 names
2026-09-01OK 0 namesOK 0 namesOK 4 namesFAILEDEXTRACTION_FAILED
2026-08-31OK 0 namesOK 0 namesOK 6 namesQUOTA_BLOCKEDOK 0 names
2026-08-30OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-08-29OK 0 namesOK 0 namesOK 3 namesQUOTA_BLOCKEDOK 0 names
2026-08-28OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-08-27OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDOK 0 names
2026-08-26OK 0 namesOK 0 namesOK 4 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-25OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 5 names
OK 7 names
OK 6 names
OK 5 names
OK 0 names
OK 0 names
2026-08-24OK 0 namesOK 0 namesOK 4 namesOK 6 namesOK 0 names
2026-08-23OK 0 namesOK 0 namesOK 3 namesOK 7 namesOK 0 names
2026-08-22OK 0 namesOK 0 namesOK 4 namesOK 7 namesOK 0 names
2026-08-21OK 0 namesOK 0 namesOK 3 namesOK 6 namesOK 0 names
2026-08-20OK 0 namesOK 0 namesOK 4 namesOK 6 namesOK 0 names
2026-08-19OK 0 namesOK 0 namesOK 4 namesOK 1 namesOK 0 names
2026-08-18OK 0 namesOK 0 namesOK 5 namesOK 6 namesOK 0 names
2026-08-17OK 0 namesOK 0 namesOK 3 namesOK 7 namesOK 0 names
2026-08-16OK 0 namesOK 0 namesOK 3 namesOK 6 namesOK 0 names
2026-08-15OK 0 namesOK 0 namesOK 5 namesOK 9 namesOK 0 names
2026-08-14OK 0 namesOK 0 namesOK 6 namesOK 7 namesOK 0 names
2026-08-13OK 0 namesOK 0 namesOK 4 namesFAILEDOK 0 names
2026-08-12OK 0 namesOK 0 namesOK 5 namesOK 4 namesOK 0 names
2026-08-11OK 0 namesOK 0 namesOK 3 namesOK 8 namesOK 0 names
2026-08-10OK 0 namesOK 0 namesOK 4 namesOK 7 namesOK 0 names
2026-08-09OK 0 namesOK 0 namesOK 3 namesFAILEDOK 0 names

Related records

Compiled by Terry J Carter, Carter Enterprise LLC. Data window 2026-08-09 to 2026-10-07. Source files generated 2026-10-08. Page built 2026-10-09. Method · Corrections