RRepoGEO

REPOGEO REPORT · LITE

justUmen/Bjornulf_custom_nodes

Default branch main · commit f43bce35 · scanned 6/16/2026, 12:25:08 AM

GitHub: 539 stars · 58 forks

AI VISIBILITY SCORE
22 /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
1 / 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 justUmen/Bjornulf_custom_nodes, 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
  • highlicense#1
    Add a LICENSE file to the repository

    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) that reflects the project's intent.
  • hightopics#2
    Expand repository topics to include key functionalities

    Why:

    CURRENT
    comfyui, comfyui-nodes
    COPY-PASTE FIX
    comfyui, comfyui-nodes, comfyui-workflow, ai-integrations, text-processing, image-processing, video-processing, lora-management, control-flow, automation, ollama, text-to-speech
  • mediumabout#3
    Refine repository description for problem-solution clarity

    Why:

    CURRENT
    ComfyUI : 163 nodes : Display, manipulate, and edit text, images, videos, loras and more. Manage looping operations, generate randomized content, use logical conditions and work with external AI tools, like Ollama or Text To Speech.
    COPY-PASTE FIX
    Enhance ComfyUI workflows with 163 custom nodes for advanced control flow, external AI integrations (Ollama, TTS), and comprehensive manipulation of text, images, videos, and LoRAs. Solve complex generation and editing challenges.

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 justUmen/Bjornulf_custom_nodes
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI-Manager
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI-Manager · recommended 2×
  2. ComfyUI-Impact-Pack · recommended 1×
  3. ComfyUI-Advanced-ControlFlow · recommended 1×
  4. ComfyUI-Custom-Scripts · recommended 1×
  5. OpenAI · recommended 1×
  • CATEGORY QUERY
    How can I add advanced control flow and external AI integrations to my ComfyUI workflows?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack
    2. ComfyUI-Advanced-ControlFlow
    3. ComfyUI-Custom-Scripts
    4. OpenAI
    5. Anthropic
    6. Google AI
    7. Hugging Face Inference API
    8. ComfyUI-Manager
    9. GPT-4o Vision
    10. DALL-E
    11. Hugging Face
    12. ComfyUI-Workflows-API

    AI recommended 12 alternatives but never named justUmen/Bjornulf_custom_nodes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide extensive nodes for manipulating and generating various media types in ComfyUI?
    you: not recommended
    AI recommended (in order):
    1. Impact Pack
    2. WAS Node Suite
    3. ComfyUI-Manager
    4. Efficiency Nodes for ComfyUI
    5. ComfyUI-VideoHelperSuite
    6. Fooocus Upscale
    7. ComfyUI-Image-Filters

    AI recommended 7 alternatives but never named justUmen/Bjornulf_custom_nodes. 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 justUmen/Bjornulf_custom_nodes?
    pass
    AI did not name justUmen/Bjornulf_custom_nodes — 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 justUmen/Bjornulf_custom_nodes in production, what risks or prerequisites should they evaluate first?
    pass
    AI named justUmen/Bjornulf_custom_nodes 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 justUmen/Bjornulf_custom_nodes solve, and who is the primary audience?
    pass
    AI did not name justUmen/Bjornulf_custom_nodes — 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?

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justUmen/Bjornulf_custom_nodes — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite