RRepoGEO

REPOGEO REPORT · LITE

fspecii/ace-step-ui

Default branch main · commit 8f67d6a1 · scanned 5/8/2026, 5:22:41 AM

GitHub: 3,271 stars · 469 forks

AI VISIBILITY SCORE
28 /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
2 / 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 fspecii/ace-step-ui, 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
  • highabout#1
    Clarify 'About' description to prevent miscategorization

    Why:

    CURRENT
    🎵 The Ultimate Open Source Suno Alternative - Professional UI for ACE-Step 1.5 AI Music Generation. Free, local, unlimited. Stop paying for Suno!
    COPY-PASTE FIX
    🎵 The Ultimate Open Source Suno Alternative: a professional, local, and free UI for ACE-Step 1.5 AI Music Generation. This is NOT a generic UI component library; it's specifically for generating AI music.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file to the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that aligns with the project's goals and dependencies.
  • mediumtopics#3
    Expand repository topics for broader category visibility

    Why:

    CURRENT
    ace-step, ai, ai-music, local-first, music, music-generation, open-source, react, suno-alternative, typescript
    COPY-PASTE FIX
    ace-step, ai, ai-music, local-first, music, music-generation, open-source, react, suno-alternative, typescript, audio-generation, text-to-audio

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 fspecii/ace-step-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
facebookresearch/audiocraft
Recommended in 4 of 2 queries
COMPETITOR LEADERBOARD
  1. facebookresearch/audiocraft · recommended 4×
  2. MusicGen · recommended 1×
  3. AudioGen · recommended 1×
  4. Riffusion · recommended 1×
  5. Magenta Studio · recommended 1×
  • CATEGORY QUERY
    What are open-source alternatives for AI music generation that run locally?
    you: not recommended
    AI recommended (in order):
    1. MusicGen
    2. AudioGen
    3. Riffusion
    4. Magenta Studio
    5. DDSP

    AI recommended 5 alternatives but never named fspecii/ace-step-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I generate AI music on my own hardware without subscription payments?
    you: not recommended
    AI recommended (in order):
    1. AudioCraft (facebookresearch/audiocraft)
    2. MusicGen (facebookresearch/audiocraft)
    3. AudioGen (facebookresearch/audiocraft)
    4. EnCodec (facebookresearch/audiocraft)
    5. Hugging Face `transformers` library (huggingface/transformers)
    6. Riffusion (riffusion/riffusion)
    7. Stable Diffusion (Stability-AI/StableDiffusion)
    8. Magenta Studio (magenta/magenta-studio)
    9. Hugging Face Diffusers Library (huggingface/diffusers)

    AI recommended 9 alternatives but never named fspecii/ace-step-ui. 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 fspecii/ace-step-ui?
    pass
    AI did not name fspecii/ace-step-ui — likely talking about a different project

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

  • If a team adopts fspecii/ace-step-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named fspecii/ace-step-ui 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 fspecii/ace-step-ui solve, and who is the primary audience?
    pass
    AI named fspecii/ace-step-ui explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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