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Namebeam
The dated record of who AI names

Pleasanton CA, oil change shops: 2026-10-11

This page is one day of the Namebeam dated record: the business names each AI answer engine returned on 2026-10-11 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 2026-10-11
10
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
OpenAIOKEuropean; Jiffy Lube; Valvoline Instant Oil Change26a22353db7ff31e73750725aa6d7dc24abbb33186bd6790e80f6316c4b500b8
AnthropicOKGoogle Maps/Reviews; Yelp; Local dealerships; National chains; Independent mechanics92c825a3d3313b86830b16f67f0698cfe3d85e56d52f0c2c161cd7d89d3ccd03
PerplexityOKSpeeDee Oil Change & Auto Service; Superior Autowerkse9b3fac0539d3de9936b2826d079afce0f448f364c8549e25426fe9dbe943c28
GeminiFAILED35beb9f700172478c50d4353ef180e96b4d1d4afe5f7655fa181e5b17457fc13
Google searchOK0 names extracted7a7848d3a205df4576579d5d5248ee29081fa3bf58bf2909053b74a48886131c

Changes since 2026-10-10

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

Entered: European; Google Maps/Reviews; Local dealerships; National chains; Superior Autowerks; Valvoline Instant Oil Change; Yelp

Dropped: Ask locals; Chain options; Google Maps/Yelp; Old Town Auto Care

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: 2026-10-11.csv (SHA-256 17767358ec1ae3c2894962b8fd9e465fa8127d3b9c5bf5f6d81d81d4872aeaad). 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 2026-10-11. Source files generated 2026-10-11. Page built 2026-11-09. Method · Corrections