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Namebeam
The dated record of who AI names
Namebeam / The record / US nationwide, short-term rental business model

US nationwide, short-term rental business model

Asked every run day, word for word:

How do I start an Airbnb rental arbitrage business and what tools and data should I use?
334
rows logged
window 2026-08-05 to 2026-10-07
63 of 64
calendar days with rows
last row 2026-10-07
242
OK
rows, same window
35
EXTRACTION_FAILED
rows, same window
36
QUOTA_BLOCKED
rows, same window
21
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, US nationwide, short-term rental business model, window 2026-08-05 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
OpenAI600144865
Anthropic650006565
Perplexity650036468
Gemini1903514068
Google search3335003368

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 window6065651933
Occupancy Rate000170
RevPAR (Revenue Per Available Room000170
Turno (formerly TurnoverBnB000140
ADR (Average Daily Rate000120
Beyond (formerly Beyond Pricing000120
Proper Insurance60050
Professional Photography000100
Guaranteed Rent00090
Seasonality Index00090
Smart Locks00090
Yale Assure00080
Corporate Housing Company00060
Corporate Lease Addendum00060
Noise Monitoring00060
HOA Rules00050

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 searchKeyNestProper Insurance
2026-10-062026-10-04OpenAI, Anthropic, PerplexityProper Insurancenone
2026-10-042026-10-03OpenAI, Anthropic, Perplexitynonenone
2026-10-032026-10-02OpenAI, Anthropic, Perplexity, Google searchnoneSlice
2026-10-022026-10-01OpenAI, Anthropic, PerplexitySliceProper Insurance
2026-10-012026-09-30OpenAI, Anthropic, PerplexityProper Insurancenone
2026-09-302026-09-29OpenAI, Anthropic, Perplexity, Google searchnoneProper Insurance
2026-09-292026-09-28OpenAI, Anthropic, Perplexity, Google searchProper Insurancenone
2026-09-282026-09-27OpenAI, Anthropic, PerplexitynoneFront Row
2026-09-272026-09-26OpenAI, Anthropic, PerplexityFront Rownone
2026-09-262026-09-25OpenAI, Anthropic, Perplexity, Google searchnoneProper Insurance; Slice
2026-09-252026-09-24OpenAI, Anthropic, Perplexity, Google searchProper Insurance; Slicenone
2026-09-242026-09-23OpenAI, Anthropic, Perplexitynonenone
2026-09-232026-09-22OpenAI, Anthropic, PerplexitynoneSlice

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 1 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-10-06OK 1 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-10-05no rows logged for this day
2026-10-04OK 0 namesOK 0 namesOK 0 namesFAILEDEXTRACTION_FAILED
2026-10-03OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-10-02OK 1 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-10-01OK 1 namesOK 0 namesOK 0 namesFAILEDEXTRACTION_FAILED
2026-09-30OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-09-29OK 1 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-09-28OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-09-27OK 1 namesOK 0 namesOK 0 namesFAILEDEXTRACTION_FAILED
2026-09-26OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-09-25OK 2 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-09-24OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-09-23OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-22OK 1 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-09-21OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-20OK 1 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-19OK 1 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-18OK 0 namesOK 0 namesOK 0 namesFAILEDEXTRACTION_FAILED
2026-09-17OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-16OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-15OK 1 namesOK 0 namesOK 0 namesOK 22 namesEXTRACTION_FAILED
2026-09-14OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-13OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-12OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-11OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-10OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-09OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-08OK 1 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-07OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-06OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-05OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-04OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-03OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-02OK 0 namesOK 0 namesFAILEDQUOTA_BLOCKEDEXTRACTION_FAILED
2026-09-01OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-31OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-30OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-29OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-28OK 0 namesOK 0 namesOK 0 namesOK 10 namesEXTRACTION_FAILED
2026-08-27OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDEXTRACTION_FAILED
2026-08-26OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-08-25OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
QUOTA_BLOCKED
QUOTA_BLOCKED
OK 0 names
OK 0 names
2026-08-24OK 0 namesOK 0 namesOK 0 namesOK 10 namesOK 0 names
2026-08-23OK 0 namesOK 0 namesOK 1 namesOK 14 namesEXTRACTION_FAILED
2026-08-22OK 0 namesOK 0 namesOK 0 namesOK 13 namesOK 0 names
2026-08-21OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-08-20OK 0 namesOK 0 namesOK 0 namesOK 17 namesOK 0 names
2026-08-19OK 0 namesOK 0 namesOK 0 namesQUOTA_BLOCKEDOK 0 names
2026-08-18OK 0 namesOK 0 namesOK 0 namesOK 20 namesEXTRACTION_FAILED
2026-08-17OK 0 namesOK 0 namesOK 0 namesOK 13 namesOK 0 names
2026-08-16OK 0 namesOK 0 namesOK 0 namesOK 12 namesOK 0 names
2026-08-15OK 0 namesOK 0 namesOK 0 namesOK 15 namesOK 0 names
2026-08-14OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-08-13OK 0 namesOK 0 namesOK 0 namesFAILEDOK 0 names
2026-08-12OK 0 namesOK 0 namesOK 0 namesOK 13 namesOK 0 names
2026-08-11OK 0 namesOK 0 namesOK 0 namesOK 15 namesEXTRACTION_FAILED
2026-08-10OK 0 namesOK 0 namesOK 0 namesOK 15 namesOK 0 names
2026-08-09OK 0 namesOK 0 namesOK 0 namesOK 17 namesOK 0 names
2026-08-08FAILEDOK 0 namesOK 0 namesOK 14 namesOK 0 names
2026-08-07FAILEDOK 0 namesOK 0 namesOK 12 namesEXTRACTION_FAILED
2026-08-06FAILEDOK 0 namesOK 0 namesOK 15 namesOK 0 names
2026-08-05FAILED
QUOTA_BLOCKED
OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
QUOTA_BLOCKED
QUOTA_BLOCKED
OK 15 names
QUOTA_BLOCKED
OK 14 names
OK 0 names
OK 0 names
OK 0 names
OK 0 names
EXTRACTION_FAILED

Related records

Compiled by Terry J Carter, Carter Enterprise LLC. Data window 2026-08-05 to 2026-10-07. Source files generated 2026-10-08. Page built 2026-10-09. Method · Corrections