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The dated record of who AI names
Namebeam / The record / Pleasanton CA, oil change shops / 2026-10-20

Pleasanton CA, oil change shops: 2026-10-20

This page is one day of the Namebeam dated record: the business names each AI answer engine returned on 2026-10-20 for one Pleasanton CA oil change shops question. It is for agencies that want the dated record. It is a count of names on a date, not a ranking and not a promise of any outcome. The Pleasanton CA oil change shops Market Record is $49 a month as of 2026-11-09: see the scope and buy.

Where is the best place to get an oil change in Pleasanton CA?
3 of 5
sources answered OK
run day 2026-10-20
14
name entries logged
all engines, with repeats across engines

Counted from the extracted business lists, which under-count plain-text mentions (DQ-5). See the Method page.

EngineStatusNames as extractedRaw answer SHA-256
OpenAIOKJiffy Lube; Valvoline Instant Oil Changebfa247219215a8a655b6da1c63c149282b643baec7d02e7b5cb2b03c5a485fe7
AnthropicOKPopular options to check; Jiffy Lube; Independent mechanics; National chains; Local dealershipsd206dd723864a9bbea4f9a28f725565e0da9a13f0e3d628a12bd12af2a98757d
PerplexityOKSpeeDee Oil Change & Auto Service; Harry's Auto Repair; SpeeDee Oil Change; Auto Service; CARFAX; Auto Repair; SpeeDeed94f26019e0714391459f9dd520716a2fdc366886677e1372151c0ef0d12e25b
GeminiFAILED931c07835671588b9b5d5480740d6eef5366563e5adaa57ac94a54bf99e001ad
Google searchEXTRACTION_FAILEDe121e46bcc4f989ca61f9580e2261dbd5fdb5b234786ad497dbbe61936f7e7c2

Changes since 2026-10-19

Compared engines: OpenAI, Anthropic, Perplexity.

Entered: Auto Repair; Harry's Auto Repair; Independent mechanics; Popular options to check

Dropped: ASE-certified; Pep Boys; Superior Autowerks

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.

This day as a file: 2026-10-20.csv (SHA-256 ebc093ce844211a4fa4df9449afc080df03315f24c750ba821830de9ef962f6e). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.

← 2026-10-19All run days2026-10-21 →

Compiled by Terry J Carter, Carter Enterprise LLC. Data window 2026-08-26 to 2026-10-20. Source files generated 2026-10-20. Page built 2026-11-09. Method · Corrections