RRepoGEO

REPOGEO REPORT · LITE

ashuoAI/AI-CanvasPro

Default branch master · commit d2aad63e · scanned 6/17/2026, 5:21:49 AM

GitHub: 922 stars · 242 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 ashuoAI/AI-CanvasPro, 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
  • hightopics#1
    Add specific topics for node-based AI multimodal editing

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-canvas, node-editor, multimodal-ai, ai-workflow, image-generation, text-generation, video-generation, audio-generation, web-application, html-css-js
  • highreadme#2
    Add a concise English tagline to the README's opening

    Why:

    CURRENT
    # AI Canvas
    
    **基于节点的 AI 多模态画布编辑器**
    
    一款纯原生 Web 应用(HTML / CSS / JS),让你在无限画布上,通过可视化节点连线的方式,自由组合 AI 能力,生成文本、图像、视频与音频.
    COPY-PASTE FIX
    # AI Canvas | A Node-Based Multimodal AI Canvas Editor
    
    **Build AI workflows visually with a pure Web (HTML/CSS/JS) application, combining AI capabilities for text, image, video, and audio generation on an infinite canvas.**
  • mediumreadme#3
    Add a concise English summary of the dual-license model to the README

    Why:

    CURRENT
    ## 授权与非官方部署声明
    
    本项目采用双许可证模式,为 **Source Available / 公开源码项目**,并非 OSI 定义下的开源项目。未获得书面商业授权时,源码仅供个人学习、研究、评估和非商业使用.
    COPY-PASTE FIX
    ## License & Commercial Use
    
    This project uses a dual-license model and is **Source Available**, not an OSI-approved open-source license. Source code is for personal study, research, evaluation, and non-commercial use only, unless written commercial authorization is obtained. Commercial use, SaaS, cloud services, public hosting, or any direct/indirect commercial gain is prohibited without explicit written permission. Refer to [LICENSE](./LICENSE) and [COMMERCIAL-LICENSE.md](./COMMERCIAL-LICENSE.md) for full terms.

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 ashuoAI/AI-CanvasPro
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
KNIME Analytics Platform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. KNIME Analytics Platform · recommended 1×
  2. Azure Machine Learning Studio · recommended 1×
  3. Google Cloud Vertex AI Pipelines · recommended 1×
  4. Dataiku DSS · recommended 1×
  5. RapidMiner Studio · recommended 1×
  • CATEGORY QUERY
    How can I build AI workflows visually with a node-based canvas editor?
    you: not recommended
    AI recommended (in order):
    1. KNIME Analytics Platform
    2. Azure Machine Learning Studio
    3. Google Cloud Vertex AI Pipelines
    4. Dataiku DSS
    5. RapidMiner Studio
    6. Apache NiFi
    7. LangChain
    8. LangGraph
    9. LangFlow
    10. Flowise

    AI recommended 10 alternatives but never named ashuoAI/AI-CanvasPro. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What web-based tool allows combining AI text, image, video, and audio generation?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Adobe Firefly
    3. Midjourney
    4. Pika Labs
    5. HeyGen
    6. Synthesys AI Studio
    7. DeepMotion

    AI recommended 7 alternatives but never named ashuoAI/AI-CanvasPro. 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 ashuoAI/AI-CanvasPro?
    pass
    AI named ashuoAI/AI-CanvasPro explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite