Quick answer
- Local compute is the safer default: on-device speech avoids streaming proprietary interview audio to a vendor. Confirm whether a cloud engine is optional and disclosed.
- Native invisibility is architectural: native macOS and Windows screen protection exclude a window from capture; browser overlays cannot guarantee that.
- Start free: a permanent free plan avoids a $100–$180/month subscription while you test privacy, latency, and invisibility.
- Use cues, not scripts: short edge-case, complexity, and STAR prompts preserve natural delivery.
Start free: what the MeetVision AI free plan includes
The free plan is a real product, not a trial: on-device speech recognition, an invisible overlay, live transcript notes, and free AI model responses for 1 device.
- 100% private, on-device system speech-to-text
- Completely invisible overlay HUD on screen share
- Live transcription & meeting notes in RAM
- Free AI model responses for interview questions
- 1 device desktop activation for macOS & Windows
1. Why interview preparation changed
Technical loops combine timed coding, system design whiteboarding, and behavioral deep-dives. Even senior engineers freeze under artificial pressure. A private cue card can reduce blank spots, but it should keep you in control of the answer.
2. Architectural taxonomy
Native desktop copilots
Standalone macOS and Windows apps. Speech can run locally through Apple Speech, Parakeet, or Windows Speech, and the overlay can use native capture exclusion. This is the strongest privacy and invisibility baseline.
Cloud streaming web apps
Browser tools capture audio with WebRTC and stream it to remote servers. They can be feature-rich, but introduce latency, NDA exposure, and dependence on network quality.
Hosted overlays and extensions
Desktop wrappers that still use cloud STT, or browser extensions that inject DOM nodes. Extensions are captured with the tab and may be visible to proctoring scripts.
3. Benchmark comparison matrix
| Tool | Category | Speech architecture | Privacy posture | Screen-share safety | Pricing |
|---|---|---|---|---|---|
| MeetVision AI | Native desktop copilot | On-device STT by default + native loopback + ScreenVision | Audio local by default; optional cloud engine must be explicitly enabled | Native OS display exclusion | Free forever |
| Final Round AI | Cloud web copilot | Cloud audio streaming + browser canvas | Audio and transcripts processed on cloud servers | Separate monitor or browser tab required | $80–$150/month subscriptions |
| Parakeet AI | Desktop meeting assistant | Cloud audio streaming + monolithic overlay | Audio streamed to remote servers | Window-level capture filters | Credits around $29.50 for 3 hours; 2.0 subscriptions reported |
| Sensei Copilot | Webcam-aligned overlay | Cloud speech processing + floating web app | Cloud STT relays | Platform-dependent window filters | About $24/month annual |
| Interview Coder | Live coding assistant | Manual screenshots + cloud LLM proxy | Cloud screenshot OCR and prompting | OS screenshot hooks | $49–$99/month subscription |
| Browser extensions | DOM injection scripts | Extension background workers + DOM overlays | Browser sandbox permissions and extension telemetry | High DOM detection risk | $30–$70/month |
Competitor descriptions reflect public documentation as of October 24, 2026. They are not hands-on certifications.
4. Screen-share invisibility deep dive
- macOS: the system can mark a window as protected, so it is left out of screen capture.
- Windows: the system can exclude a window from screen capture while leaving it visible on your monitor.
- Browser extensions: injected DOM nodes are part of the shared tab and can be detected by proctoring scripts.
Ergonomics matter too
A large centered window pulls your eyes away from the camera. MeetVision’s detachable header can sit under the webcam so cues stay in peripheral vision.
5. Start free, then decide
Legacy copilots often charge $80–$150 per month regardless of whether you interview. MeetVision AI takes the opposite approach: start with a free forever plan, test the core workflow, and only see the pricing page if you need more capacity.
- Free forever: on-device system STT, the invisible overlay, live transcription and RAM-only notes, free AI model responses, and one device.
- No credit card: download and test audio setup, screen-share invisibility, and live cues before paying anything.
- See the pricing page if you later need additional capacity or advanced features.
There is no “unlimited” marketing claim here; the free plan is a complete core workflow, not a countdown trial.
6. The ethical playbook
- Use conceptual cues: edge cases, complexity, and STAR anchors — not paragraphs.
- Keep talking: state assumptions while the assistant catches up.
- Ground stories in real work: use cues to structure your experience, not invent it.
- Test audio before the call: confirm the loopback device and hotkeys in a rehearsal.
7. Five-point buyer’s checklist
- Does speech run on-device by default, and is any cloud engine optional and disclosed?
- Does the overlay use native OS capture exclusion?
- Can you test the core workflow with a free tier and no credit card?
- Does it read both audio and screen content for coding and system design?
- Is it a native desktop app rather than a browser extension?
Frequently asked questions
What is an AI interview copilot?
A real-time assistant that listens to the call and shows short cues in an overlay. It differs from a chat model because it works during the interview instead of requiring copy-paste between turns.
Can interviewers detect an AI copilot?
No tool is undetectable. Native display exclusion prevents Zoom, Teams, and Meet from capturing the overlay, but proctoring software, locked-down browsers, process scans, and visible behavior can still reveal assistance. Check employer rules first.
Why does on-device speech matter?
Cloud STT sends audio off the machine. On-device recognition avoids that network hop by default. MeetVision uses Apple Speech, Windows Speech, or a local Parakeet model; an optional cloud engine is only used if explicitly enabled.
How much does MeetVision AI cost now?
MeetVision AI starts with a free forever plan: on-device system STT, the invisible overlay, live transcription and RAM-only notes, free AI model responses, one device, and no credit card. Explore current plans on the pricing page.
Is ScreenVision on every plan?
No. ScreenVision, premium models, resume/JD matching, and multi-device activation are advanced options. The free plan covers on-device system STT, the invisible overlay, live transcription, and free AI model responses.
Start free. Upgrade only when a paid pass pays for itself.
Run MeetVision AI on the free plan for on-device transcription, the invisible overlay, and free AI model responses. Paid passes add premium models, ScreenVision, resume matching, and five hours per day when a high-stakes interview loop demands more.