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Namebeam
The dated record of who AI names

Pleasanton CA, oil change shops: 2026-10-15

This page is one day of the Namebeam dated record: the business names each AI answer engine returned on 2026-10-15 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?
4 of 5
sources answered OK
run day 2026-10-15
12
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
OpenAIOKValvoline Instant Oil Change; Jiffy Lube59849eb54ba428f4ccd502c741da8d10011c30d5f28540ccee70209656057b22
AnthropicOKYelp; Chain options; Local mechanics; Jiffy Lube825aa5bb4c376c8d0603526b360505618325e8a8c45e13d06d888aa3ebe1920e
PerplexityOKSpeeDee Oil Change & Auto Service; Superior Auto Werks; SpeeDee Oil Change; Auto Service; CARFAX; SpeeDee9efba8042f5c9ef352e0e36dfe9f60c51fe17ec6a29baca9bab74a1ed9a46915
GeminiFAILED0dacd36e13a9052a4204ed134e66fab337e02cdc905390488fa64c2275f393cd
Google searchOK0 names extracted7353b74e82ec6b7d6f2e31da30f4474b14462810ec77b7d41dc0253d8782f916

Changes since 2026-10-14

Compared engines: OpenAI, Anthropic, Perplexity.

Entered: CARFAX; Chain options; Local mechanics; Superior Auto Werks

Dropped: Big Brand Tire; Big Brand Tire & Service; National chains

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: 2026-10-15.csv (SHA-256 6e0873aec9a969b6e8c1c708da35efdabafef2eebaf54dfe5dabbb3ea3f3dba2). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.

Compiled by Terry J Carter, Carter Enterprise LLC. Data window 2026-08-26 to 2026-10-15. Source files generated 2026-10-15. Page built 2026-11-09. Method · Corrections