Current approach
How you prepare today, what tools or people you use, and what you already find useful.
Live AI interview practice
Practice the answer. Keep it yours.
This founding cohort is for adults who use English as an additional language and have an upcoming English-language knowledge-work interview. Practice answers in English with an AI interviewer. You choose your preferred language for explanations and coaching from the options currently supported; we never infer that preference from your accent or identity.
Short fit check · Unpaid research conversation · No obligation to buy
Three-minute fit check. Eligibility is confirmed before the conversation.
Brief research conversation. Qualified participants share how they prepare today.
Not compensated. There is no gift, discount, or free product for participating.
What we're testing
Your current method, friction, and real deadline.
We are learning how adults who use English as an additional language prepare for knowledge-work interviews in English before evaluating an optional paid solution. Every qualified participant sees the same optional offer.
Preparation friction
Where preparation feels generic, difficult to repeat, or disconnected from the real interview.
Upcoming need
The role, interview timing, and what a useful preparation outcome would mean in your own words.
How the study works
Check your fit first. Choose freely second.
- 01
Complete the fit check
We confirm age, timing, interview context, and the practice-only boundary before showing any package or price.
- 02
Share the problem, not sensitive documents
If invited, describe how you prepare today. Do not send an unredacted résumé, employer secrets, or identifying documents.
- 03
Review the optional offer
Every qualified participant receives the same fixed terms after the research conversation.
- 04
Choose freely
Declining has no penalty. If you receive an offer, the use of AI and all material terms are disclosed before payment.
Clear boundaries
We coach the answer—not your identity.
The goal is a clearer account of the work you have actually done. The service does not judge whether you sound like a native speaker or predict what an employer will decide.
- 01No help during a real interview
- 02No accent or native-speaker scoring
- 03No personality, emotion, or confidence inference
- 04No hiring predictions or fabricated experience
Three-minute fit check
Is this study for you?
This founding cohort is intentionally narrow: adults who use English as an additional language and have an upcoming English-language knowledge-work interview. You are likely a fit when all six statements are true.
- You are 18 or older.
- You have an English-language knowledge-work interview scheduled or concretely expected within 30 days.
- You want practice before the interview—not assistance during the real event.
- You want to communicate your real experience, not invent qualifications.
- You are comfortable practicing the interview itself aloud in English with an AI interviewer.
- You use English as an additional language in your professional life.
RESEARCH INTAKE
Qualification comes before offer disclosure.
The fit check records the recruitment source and qualification responses before any package or price is shown.
A valid channel-specific invitation link is required.
No pressure and no employment outcome guarantee.
Straight answers
Before the fit check.
Why is the price not shown here?
This founding study starts with a short qualification and research conversation. Every qualified participant receives the same optional offer afterward.
Does the optional service use AI?
Yes. If you later qualify for and choose the optional paid offer, its use of AI and all material terms are disclosed before payment. The research conversation itself comes first.
Can this help during my real interview?
No. This is rehearsal before the event. The service cannot join, listen to, or coach you during a real interview.
Will you correct my accent?
No. We do not rank accents or train people to sound like native speakers. Feedback focuses on answer structure, specificity, concision, and meaning.
Can explanations and coaching use my preferred language?
The interview practice itself is in English. Before explanations or coaching, you choose a preferred language from the options currently supported. We do not infer that preference from your accent, name, nationality, or profile. The available options are shown before the session.
What information do I share?
The fit check asks only for qualification and contact information. Later, invited participants use a sanitized role brief and only the experience they choose to rehearse.
How is study data handled?
The reviewed privacy notice must be available before the fit check opens. A separate, explicit consent step is required before any microphone access.