Pleasanton CA, oil change shops: 2026-10-17
This page is one day of the Namebeam dated record: the business names each AI answer engine returned on 2026-10-17 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.
Counted from the extracted business lists, which under-count plain-text mentions (DQ-5). See the Method page.
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | Valvoline Instant Oil Change; Jiffy Lube | a8905890db8f566f3b30cd142e22307e3e2bdaaa7d8a3879cebb1ab477861133 |
| Anthropic | OK | Types of places to consider; Jiffy Lube; Independent mechanics | e98b1b62b51ea050caae4314765526c62a12f3f314c8e019194930a5598758e1 |
| Perplexity | OK | SpeeDee Oil Change & Auto Service; Precision Auto Repair; SpeeDee Oil Change; Auto Service; SpeeDee | 25ce53075f5e1d2f7c3f70e87dd403c121caefb550c9d70951cdc220a1408787 |
| Gemini | FAILED | bf4ac5624a909a4307dbc06647b017dd6249d2ef39bd5e68b673d5d58f8f6191 | |
| Google search | OK | 0 names extracted | 6ab5c542007e3a0b6311117a149b88b76a3edbb7cb86074c5658a7e38037acc7 |
Changes since 2026-10-16
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Precision Auto Repair; Types of places to consider
Dropped: CARFAX; Firestone Complete Auto Care; Local dealerships; National chains; Pep Boys; Yelp
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: 2026-10-17.csv (SHA-256 2b99ef173f377884de0aea4862c07eb33f225d510b82afff61297d4dda242c55). 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 2026-10-17. Source files generated 2026-10-17. Page built 2026-11-09. Method · Corrections