RRepoGEO

REPOGEO REPORT · LITE

fspecii/ace-step-ui

Default branch main · commit b9e24018 · scanned 6/18/2026, 12:43:55 AM

GitHub: 4,152 stars · 621 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 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 the 'About' description to prevent miscategorization as a generic UI component

    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 user interface for ACE-Step 1.5 AI Music Generation (not a generic React UI component). Free, local, unlimited. Stop paying for Suno!
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Add a sentence to 'Why ACE-Step UI?' to differentiate from raw AI models and traditional DAWs

    Why:

    CURRENT
    Tired of paying $10+/month for Suno or Udio? ACE-Step 1.5 is the **open source Suno killer** that runs locally on your own GPU - and ACE-Step UI gives you a **beautiful, professional interface** to harness its full power.
    COPY-PASTE FIX
    Tired of paying $10+/month for Suno or Udio? ACE-Step 1.5 is the **open source Suno killer** that runs locally on your own GPU - and ACE-Step UI gives you a **beautiful, professional interface** to harness its full power. Unlike raw AI models, this provides a complete user experience, and unlike traditional DAWs, it's built specifically for AI music generation.

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
DDSP
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DDSP · recommended 2×
  2. AudioGen · recommended 1×
  3. MusicGen · recommended 1×
  4. Riffusion · recommended 1×
  5. MusicLM open-source implementations · recommended 1×
  • CATEGORY QUERY
    Looking for a free open source tool to generate AI music locally on my machine.
    you: not recommended
    AI recommended (in order):
    1. AudioGen
    2. MusicGen
    3. Riffusion
    4. DDSP
    5. MusicLM open-source implementations

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

    Show full AI answer
  • CATEGORY QUERY
    Seeking a local AI music creation interface with a professional, user-friendly design.
    you: not recommended
    AI recommended (in order):
    1. Ableton Live
    2. Max for Live
    3. Logic Pro
    4. Cubase
    5. Bitwig Studio
    6. Reaper
    7. Magenta Studio
    8. DDSP

    AI recommended 8 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 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?

  • 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
  • Prioritized action items8 vs 3 in Lite