RRepoGEO

REPOGEO REPORT · LITE

nari-labs/dia2

Default branch main · commit 8687268f · scanned 5/26/2026, 4:32:54 AM

GitHub: 1,121 stars · 97 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface nari-labs/dia2, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add a clear, disambiguating tagline to the README's opening

    Why:

    CURRENT
    **Dia2** is a **streaming dialogue TTS model** created by Nari Labs.
    COPY-PASTE FIX
    **Dia2: Real-time Streaming Conversational Text-to-Speech (TTS) Model** created by Nari Labs.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    open-weight, text-to-speech
    COPY-PASTE FIX
    open-weight, text-to-speech, tts, streaming, real-time, conversational-ai
  • lowhomepage#3
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    https://huggingface.co/nari-labs/Dia2-2B

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface nari-labs/dia2
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VITS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VITS · recommended 1×
  2. XTTS-v2 · recommended 1×
  3. YourTTS · recommended 1×
  4. FastSpeech 2 · recommended 1×
  5. Tacotron 2 · recommended 1×
  • CATEGORY QUERY
    What open-weight text-to-speech models support real-time streaming for conversational AI?
    you: not recommended
    AI recommended (in order):
    1. VITS
    2. XTTS-v2
    3. YourTTS
    4. FastSpeech 2
    5. Tacotron 2
    6. WaveGlow
    7. Hifi-GAN
    8. Glow-TTS

    AI recommended 8 alternatives but never named nari-labs/dia2. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a text-to-speech library that generates audio incrementally for interactive dialogue systems.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Text-to-Speech
    2. Amazon Polly
    3. Microsoft Azure Cognitive Services Speech
    4. ElevenLabs
    5. Coqui TTS (coqui-ai/TTS)
    6. Mozilla TTS (mozilla/TTS)

    AI recommended 6 alternatives but never named nari-labs/dia2. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of nari-labs/dia2?
    pass
    AI named nari-labs/dia2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts nari-labs/dia2 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nari-labs/dia2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo nari-labs/dia2 solve, and who is the primary audience?
    pass
    AI named nari-labs/dia2 explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of nari-labs/dia2. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/nari-labs/dia2.svg)](https://repogeo.com/en/r/nari-labs/dia2)
HTML
<a href="https://repogeo.com/en/r/nari-labs/dia2"><img src="https://repogeo.com/badge/nari-labs/dia2.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

nari-labs/dia2 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite