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Namebeam
The dated record of who AI names

Pleasanton CA, oil change shops: 2026-10-16

This page is one day of the Namebeam dated record: the business names each AI answer engine returned on 2026-10-16 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 2026-10-16
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; Pep Boys; Valvoline Instant Oil Change; Firestone Complete Auto Carea7f3e12fe3d8ff96099b4ea95fb8cc5c6755a7c1ad03e20c89e9084abe69b192
AnthropicOKYelp; Local dealerships; National chains; Independent mechanics; Jiffy Lube1418a7add14c2bd96a93582789a368bd41ccd2f35c7a6fec21da73b9690dba2d
PerplexityOKSpeeDee Oil Change & Auto Service; SpeeDee Oil Change; Auto Service; CARFAX; SpeeDeea7decb1416325bac56c7917f03c76c67234406b959e989d173357df236efc3b5
GeminiFAILED8099c56313e7e25f9fc0d4b769d2185c1cc4ce8589714b13be62f5ff9e7f66a7
Google searchOK0 names extracted1357bc6942c1d2a50a187874ad83febb4dc52dca73b04e2fc27f3ac4405a2c85

Changes since 2026-10-15

Compared engines: OpenAI, Anthropic, Perplexity, Google search.

Entered: Firestone Complete Auto Care; Independent mechanics; Local dealerships; National chains; Pep Boys

Dropped: Chain options; Local mechanics; Superior Auto Werks

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: 2026-10-16.csv (SHA-256 34328db11cbe4d83e96e02136605857289056152364c347cbc5a520e1d0aee95). 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 2026-10-16. Source files generated 2026-10-16. Page built 2026-11-09. Method · Corrections