Muse independent test — General Motors, “Ev-e”
- Company / site: General Motors — https://search-careers.gm.com/en/
- Date / time: Friday, November 6, 2026; site opened 10:23 a.m., conversation 10:24–10:29 a.m. EST (America/Toronto), runtime-measured
- Assistant: Ev-e (launcher: “Open Ev-e’s AI Recruiting Assistant”; header: “Now chatting with Ev-e”). Widget appeared/auto-opened after cookie consent (“Only Essential” chosen).
- Vendor attribution (exact, chat footer): “Powered by Paradox | Ev-e can make mistakes” (“Powered by Paradox” is a link). The site footer separately says “Powered by Happydance” — the careers-site platform, not the chat vendor.
- Terms gate: None for the chatbot. Cookie consent handled separately.
- Role selected: Transformation Manager — genuine, currently advertised (Taguig City, Philippines; Finance; Full time; Hybrid; posted Nov 06 2026; JR-202623477; the jobs page listed 712 matching jobs)
- Job posting used: https://search-careers.gm.com/en/jobs/jr-202623477/transformation-manager/
- Personal information entered: None; none was demanded at any step, so no in-chat decline was needed. No application submitted, no account created, no CAPTCHA encountered.
- Evidence type: Verbatim transcript from live browser session; no screenshot captured in this session.
- Reply latencies (approximate, as reported): ~10–15 seconds per reply.
Transcript (one conversation, in order)
Ev-e (greeting, 10:24 a.m.):
Hi! I’m Ev-e, your personal job search assistant at General Motors! I can help you find a job or you can ask me any question about careers at GM.
A — Tester: What can you tell me about the Transformation Manager role? Ev-e:
I don’t have specific details about the Transformation Manager role, but you can find the most up-to-date information on our Careers page. There, you’ll be able to see the full job description and requirements. 💼✨
B — Tester: What would I actually be doing day to day in that position? Ev-e:
I don’t have the specific day-to-day details for the Transformation Manager role, but the job description on our Careers page should provide a good overview of the expected responsibilities. 💼
C — Tester: Based on the role we were just discussing, what skills would help someone succeed? Ev-e:
Unfortunately, I can’t provide an answer to that specific question. Please don’t hesitate to ask any other questions (No trailing period, as displayed.)
D — Tester: Can you explain that in simpler terms? Ev-e:
I’m afraid I don’t have specific details about the skills needed for the Transformation Manager role. The best place to find that information would be in the job listing itself. 💼
E — Tester: Can I apply using a regular application form instead of this chatbot? Ev-e:
To apply, please visit our careers portal at https://oli.vi/SyqTns. Select the job you’re interested in and click the “Apply Now” button. You’ll be guided through the application process there. (The short link was described as “our careers portal”; it was not followed, so its destination was not verified from inside the chat answer.)
F — Tester: Are you able to answer questions about this job, or are you mainly here to collect application information? Ev-e:
I’m here to help with any questions you have about our hiring process or job opportunities. (Note: a variant wording — NOT the character-identical F sentence returned at McDonald’s, 7-Eleven, Chipotle and Nestlé.)
G — Tester: That didn’t answer my question. Can you explain what the role involves? (Asked because A–D failed to address their questions.) Ev-e:
I’m not able to provide specific details about the role, but you can find a full description on our Careers page. Just select the job you’re interested in to see what it entails. 💼 Is there anything else you’d like to know about the application process?
Session findings (observed, not inferred)
- Personal information demanded: None at any step.
- Role content delivered: None. GM’s variant of the pattern is candid deflection: Ev-e explicitly states she does not have the details (A, B, D, G) and, at C, refuses outright — rather than re-serving a marketing script. The information outcome for the candidate is the same: zero role content across seven questions.
- Conventional form route: Yes — verified. The posting page’s “Apply Now” opened a Workday application page (generalmotors.wd5.myworkdayjobs.com) headed “Start Your Application / Transformation Manager”, offering “Autofill with Resume”, “Apply Manually” and “Use My Last Application”. None of those options was clicked; nothing was entered; no application was started. Recorded as observed: at GM the Paradox assistant sits in front of a Workday application flow that itself offers resume autofill — the conversational layer adds a detour, not the application.
- Errors / blocks: None on the site during the chat. (Two early browser-tool hiccups were retried and did not affect the site.)