RRepoGEO

REPOGEO REPORT · LITE

602387193c/ComfyUI-wiki

Default branch main · commit b4600b30 · scanned 5/9/2026, 7:57:35 PM

GitHub: 1,091 stars · 158 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 602387193c/ComfyUI-wiki, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    comfyui, workflows, custom-nodes, tutorials, knowledge-base, generative-ai, stable-diffusion, ai-art, resources, wiki
  • highreadme#2
    Reposition README H1 to clearly state the repo's purpose as a ComfyUI wiki/resource hub

    Why:

    CURRENT
    # 📄项目简介
    COPY-PASTE FIX
    # ComfyUI Wiki: Workflows, Custom Nodes, Tutorials, and Knowledge Sharing
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Insert URL of the deployed ComfyUI wiki here, e.g., https://your-username.github.io/ComfyUI-wiki]

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 602387193c/ComfyUI-wiki
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Civitai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Civitai · recommended 2×
  2. YouTube · recommended 2×
  3. Olivio Sarikas · recommended 2×
  4. Scott Detweiler · recommended 2×
  5. ComfyUI Manager · recommended 1×
  • CATEGORY QUERY
    How to find practical workflows and custom nodes for open-source AI image generation?
    you: not recommended
    AI recommended (in order):
    1. Civitai
    2. ComfyUI Manager
    3. GitHub
    4. WASasquatch/was-node-suite-comfyui (WASasquatch/was-node-suite-comfyui)
    5. pythongosssss/ComfyUI-Custom-Scripts (pythongosssss/ComfyUI-Custom-Scripts)
    6. Fannovel16/comfyui_controlnet_aux (Fannovel16/comfyui_controlnet_aux)
    7. ltdrdata/ComfyUI-Impact-Pack (ltdrdata/ComfyUI-Impact-Pack)
    8. Reddit
    9. YouTube
    10. Olivio Sarikas
    11. Aitrepreneur
    12. Scott Detweiler
    13. Discord

    AI recommended 13 alternatives but never named 602387193c/ComfyUI-wiki. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find comprehensive tutorials and knowledge sharing for generative AI art tools?
    you: not recommended
    AI recommended (in order):
    1. YouTube
    2. Olivio Sarikas
    3. Matt Wolfe
    4. AI Art Tutorials
    5. Scott Detweiler
    6. Midjourney Official Server
    7. Stable Diffusion Official Server
    8. RunwayML Official Server
    9. ComfyUI Official Server
    10. Civitai
    11. r/StableDiffusion
    12. r/Midjourney
    13. r/aiArt
    14. r/ComfyUI
    15. Midjourney Documentation
    16. RunwayML Blog/Learn Section
    17. Stability AI Blog
    18. Udemy
    19. Skillshare
    20. ArtStation Learning

    AI recommended 20 alternatives but never named 602387193c/ComfyUI-wiki. 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 602387193c/ComfyUI-wiki?
    pass
    AI named 602387193c/ComfyUI-wiki explicitly

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

  • If a team adopts 602387193c/ComfyUI-wiki in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 602387193c/ComfyUI-wiki 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 602387193c/ComfyUI-wiki solve, and who is the primary audience?
    pass
    AI did not name 602387193c/ComfyUI-wiki — 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?

Embed your GEO score

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MARKDOWN (README)
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602387193c/ComfyUI-wiki — 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