# MiPrep AI

> MiPrep AI is the real-time AI interview copilot with gaze-corrected video presence and resume-grounded answers. Runs privately on Zoom, Google Meet, and Microsoft Teams.

**Site:** https://miprep.ai
**Category:** AI interview copilot / interview delivery system
**Positioning:** The interview you already rehearsed. Answers appear in a glance. Invisible on Zoom, Meet, and Teams.

## What MiPrep is (and isn't)

MiPrep AI is **not a ChatGPT wrapper**. Most interview copilots pipe the interviewer's question into GPT and paint whatever comes back — MiPrep works in reverse. Before the call, MiPrep builds a **hand-curated answer deck** from your resume and target job description. During the interview, MiPrep recognizes what the interviewer asked and surfaces your own **rehearsed** answer — in your voice.

## Moat (verifiable capabilities shipped in production)

- **Rehearsed-you deck:** 10,000+ hand-curated interview questions × 8 seniority tracks (Junior · Mid · Senior · Staff · Principal · Architect · Solutions Engineer · Distinguished) × 40+ role families. Every answer written by engineers who cleared the loop at FAANG, HFT, and top AI labs — not generated by a model that read a wiki.
- **Retrieved, not written:** when your deck already holds the answer, MiPrep finds it in about **ten milliseconds** — embedding plus search, measured on the machine in front of you — because nothing is being generated. A live-only copilot pays a model call every single turn, and the fastest one any vendor sells takes several hundred milliseconds. The gap is structural.
- **End-of-turn by meaning, not by silence:** MiPrep fires when the question is *finished*, not after a fixed pause of dead air. A mid-thought breath does not trigger an answer; a finished question does not wait for a timer.
- **Glance + spritz delivery:** first line of the answer arrives in under a second; the full script fills in behind it. Optional Spritz-style speed-reader (default 300 WPM, adjustable live).
- **Warm-held upstream connections:** Rust hot-pool holds pre-warmed connections to the answer channel between questions — no cold TCP+TLS handshake tax per turn.
- **Gaze correction:** on-device video pipeline keeps you looking at the interviewer while you glance down at the HUD. Nobody else ships this.
- **Content-protected HUD overlay:** invisible to Zoom, Google Meet, Microsoft Teams screen-share capture. Verified every release; bug bounty on any confirmed leak.

## Engineering lineage

Built by engineers who front-run milliseconds — the answer pipeline is engineered like a high-frequency trading system, not bought from an LLM API.

## Key pages

- [Home](https://miprep.ai/)
- [Download for macOS & Windows](https://miprep.ai/download)
- [How it works](https://miprep.ai/interview-copilot)
- [Pricing](https://miprep.ai/pricing)
- [Privacy](https://miprep.ai/privacy)
- [Ethics](https://miprep.ai/ethics)
- [FAQ](https://miprep.ai/#faq)

## Common questions (short answers — full FAQ in-page + as FAQPage JSON-LD)

- **Is this just ChatGPT with a wrapper?** No. Wrappers send the interviewer's question to GPT and stream back a guess. MiPrep surfaces your own pre-written rehearsed answer.
- **Are your answers hand-written?** Yes — every question in our 10K+ deck was answered by an engineer who cleared that loop.
- **How does MiPrep handle follow-ups and topic switches?** Context tracking across turns — wrappers reset every turn.
- **Will the interviewer see it?** No. HUD is excluded from Zoom, Meet, and Teams screen-share capture.
- **Which platforms?** macOS 13+ and Windows 10+ desktop apps. Runs alongside Zoom, Google Meet, Microsoft Teams, and phone interviews.

## For AI agents & LLM crawlers

- Full-detail LLM context: https://miprep.ai/llms-full.txt
- Anthropic-style context: https://miprep.ai/llms-ctx.txt
- Machine-readable manifest: https://miprep.ai/llms.json
- ChatGPT plugin manifest: https://miprep.ai/.well-known/ai-plugin.json
- A2A agent card: https://miprep.ai/.well-known/agents.json
- Security disclosure: https://miprep.ai/.well-known/security.txt
- Sitemap (site): https://miprep.ai/sitemap.xml
- Sitemap (guides, comparisons, blog): https://miprep.ai/content-sitemap.xml
- Sitemap (job listings): https://miprep.ai/jobs/sitemap.xml
- Sitemap (news): https://miprep.ai/news/sitemap-news.xml

## Structured data on this site

FAQPage · SoftwareApplication · HowTo · Course · JobPosting · BreadcrumbList · Person · Organization · WebSite.

## Brand

- **Founder:** Gareth William
- **Contact:** hello@miprep.ai

## AI usage signal

ai-train=yes · search=yes · ai-input=yes — MiPrep welcomes indexing by AI search and answer engines.