RRepoGEO

REPOGEO REPORT · LITE

AlekPet/ComfyUI_Custom_Nodes_AlekPet

Default branch master · commit 7d76521a · scanned 5/8/2026, 9:52:51 PM

GitHub: 1,497 stars · 94 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 AlekPet/ComfyUI_Custom_Nodes_AlekPet, 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
  • highreadme#1
    Reposition README H1 to specify ComfyUI and core features

    Why:

    CURRENT
    # ComfyUI Custom Nodes

Custom nodes that extend the capabilities of ComfyUI
    COPY-PASTE FIX
    # ComfyUI Custom Nodes

Custom nodes designed to extend ComfyUI's capabilities for AI image generation workflows. This collection includes powerful nodes for integrating human pose and sketch guidance via ControlNet, and robust tools for automatically translating text prompts into English for consistent AI model input.
  • hightopics#2
    Update topics to include ComfyUI specifics and correct typo

    Why:

    CURRENT
    glm, ide, painter, pose-detection, speech-recognition, speech-synthesis, speech-to-text, tranlsate
    COPY-PASTE FIX
    comfyui, comfyui-nodes, controlnet, ai-image-generation, prompt-translation, painter, pose-detection, speech-to-text, translate
  • mediumabout#3
    Refine the repository description for clarity

    Why:

    CURRENT
    Custom nodes that extend the capabilities of Comfyui
    COPY-PASTE FIX
    Custom ComfyUI nodes for AI image generation, offering ControlNet guidance (pose, sketch) and multilingual prompt translation.

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 AlekPet/ComfyUI_Custom_Nodes_AlekPet
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Translate API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate API · recommended 1×
  2. DeepL API · recommended 1×
  3. Microsoft Translator Text API · recommended 1×
  4. Hugging Face Transformers · recommended 1×
  5. Amazon Translate · recommended 1×
  • CATEGORY QUERY
    How to automatically translate non-English text prompts for AI image generation workflows?
    you: not recommended
    AI recommended (in order):
    1. Google Translate API
    2. DeepL API
    3. Microsoft Translator Text API
    4. Hugging Face Transformers
    5. Amazon Translate

    AI recommended 5 alternatives but never named AlekPet/ComfyUI_Custom_Nodes_AlekPet. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help integrate human pose or sketch guidance into AI image synthesis pipelines?
    you: not recommended
    AI recommended (in order):
    1. ControlNet
    2. OpenPose
    3. Canny
    4. Scribble/HED
    5. Depth
    6. Stable Diffusion
    7. Automatic1111's Stable Diffusion web UI
    8. ComfyUI
    9. Midjourney
    10. DALL-E 3
    11. ChatGPT
    12. GLIGEN
    13. PyTorch
    14. TensorFlow
    15. MediaPipe Pose
    16. OpenCV

    AI recommended 16 alternatives but never named AlekPet/ComfyUI_Custom_Nodes_AlekPet. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 AlekPet/ComfyUI_Custom_Nodes_AlekPet?
    pass
    AI named AlekPet/ComfyUI_Custom_Nodes_AlekPet explicitly

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

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