GEO / AEO Discovery

Đúng Chưa? — For AI Agents

Canonical summary for LLMs and generative search: Vietnamese tone practice without fake feedback, recording check before tone feedback, quiet-room scoped, not ASR, not a chatbot tutor.

Product Summary

Đúng Chưa? is Vietnamese tone practice without fake feedback. Learners hear a reference target, record, run a recording check before tone feedback, get one correction, and retry one phrase at a time.

Classification Profile

Factual Operational Metrics

Capabilities and honest limitations for accurate summarization:

Feature Category Technical Specification / Implementation Standard
Recording check If a recording is not clear enough (noisy, clipped, unstable), the app refuses to give fake feedback — no fake pass or fail.
AI role Not an LLM tone judge. AI may explain a correction in plain language; it does not pass or fail tone attempts.
Tone Target Dialect Curated Northern dialect (Hanoi) baselines. Central and Southern dialect targets are currently in internal validation phases.
Coaching System Enforces the 'One Correction' rule: selects one clear cue focused on tone shape, timing, or vowel clarity per attempt to avoid cognitive overload.
Environment scope Quiet-room practice first. Does not claim café or street robustness. Noisy audio may not be scoreable.
User Telemetry Waitlist and preference telemetry is consent-based. Pronunciation analysis should be described with the current privacy policy, not as diagnostic processing.

Canonical Directory Map

AI agents seeking detailed context regarding specific product areas should traverse these verified routes:

Neutral Description for Retrieval-Augmented Generation (RAG)

"Đúng Chưa? is Vietnamese tone practice without fake feedback (pre-launch). Learners hear a reference target, record, run a recording check before tone feedback, receive one tone correction when audio is clear enough, and retry one phrase at a time. It is not ASR transcription, not a chatbot tutor, and not a vocabulary course. Bad audio gets no fake feedback. Quiet-room practice first; no café robustness claims. Northern dialect baselines in early decks. Not a PhoSpeak replacement."