RRepoGEO

REPOGEO REPORT · LITE

JinhuaLiang/WavCraft

Default branch main · commit 6e926a6e · scanned 6/7/2026, 7:17:54 AM

GitHub: 524 stars · 61 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 JinhuaLiang/WavCraft, 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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 to explicitly state 'AI Agent' and core capabilities

    Why:

    CURRENT
    # 🌊WavCraft

[](https://arxiv.org/abs/2403.09527)    [](https://first-riddle-7e9.notion.site/WavCraft-Demo-40c079fc82ca411ca0520b9d65abd3f5)

Generate and edit the audio with a simple sentence.
    COPY-PASTE FIX
    # 🌊WavCraft: An AI Agent for Audio Creation and Editing

[](https://arxiv.org/abs/2403.09527)    [](https://first-riddle-7e9.notion.site/WavCraft-Demo-40c079fc82ca411ca0520b9d65abd3f5)

WavCraft is an official AI agent for high-quality audio creation and editing, allowing you to generate and modify audio, and even script entire scenes, with simple text commands.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://first-riddle-7e9.notion.site/WavCraft-Demo-40c079fc82ca411ca0520b9d65abd3f5

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 JinhuaLiang/WavCraft
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AudioGen
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AudioGen · recommended 1×
  2. riffusion/riffusion · recommended 1×
  3. facebookresearch/audiocraft · recommended 1×
  4. openai/jukebox · recommended 1×
  5. tensorflow/magenta · recommended 1×
  • CATEGORY QUERY
    What libraries allow me to generate new audio or edit existing sounds using text commands?
    you: not recommended
    AI recommended (in order):
    1. AudioGen
    2. Riffusion (riffusion/riffusion)
    3. Audiocraft (facebookresearch/audiocraft)
    4. OpenAI Jukebox (openai/jukebox)
    5. Google Magenta (tensorflow/magenta)
    6. Pydub (jiaaro/pydub)
    7. Librosa (librosa/librosa)

    AI recommended 7 alternatives but never named JinhuaLiang/WavCraft. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need an AI agent to generate audio content and scripts from a high-level scene description.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. ChatGPT
    4. Google Cloud Text-to-Speech
    5. Amazon Polly
    6. Microsoft Azure Text-to-Speech
    7. RunwayML
    8. Synthesys
    9. Murf.ai

    AI recommended 9 alternatives but never named JinhuaLiang/WavCraft. 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 JinhuaLiang/WavCraft?
    pass
    AI named JinhuaLiang/WavCraft explicitly

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

  • If a team adopts JinhuaLiang/WavCraft in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JinhuaLiang/WavCraft 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 JinhuaLiang/WavCraft solve, and who is the primary audience?
    pass
    AI named JinhuaLiang/WavCraft 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 JinhuaLiang/WavCraft. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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JinhuaLiang/WavCraft — 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