RRepoGEO

REPOGEO REPORT · LITE

SeargeDP/SeargeSDXL

Default branch main · commit 2eb5edbc · scanned 6/10/2026, 1:11:56 PM

GitHub: 874 stars · 65 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
40 /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
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 SeargeDP/SeargeSDXL, 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 the README H1 to specify advanced capabilities

    Why:

    CURRENT
    # Searge-SDXL: EVOLVED v4.x for ComfyUI

*Custom nodes extension* for ComfyUI,
**including a workflow** to use *SDXL 1.0* with both the *base and refiner* checkpoints.
    COPY-PASTE FIX
    # Searge-SDXL: EVOLVED v4.x for ComfyUI: Advanced Custom Nodes & Modular Workflows for SDXL

This comprehensive extension provides a modular framework for advanced, dynamic prompt engineering and high-quality image generation with SDXL 1.0, leveraging both base and refiner checkpoints within ComfyUI.
  • mediumtopics#2
    Expand topics with more specific keywords

    Why:

    CURRENT
    comfyui, custom-nodes, sdxl, stable-diffusion, workflow
    COPY-PASTE FIX
    comfyui, custom-nodes, sdxl, stable-diffusion, workflow, prompt-engineering, image-generation, advanced-workflows, modular-ai
  • mediumhomepage#3
    Update homepage URL to a project-specific link

    Why:

    CURRENT
    https://civitai.com/models/111463
    COPY-PASTE FIX
    Update the homepage URL to point to a dedicated project page, documentation, or a more general creator profile on Civitai that showcases the custom nodes and workflows, rather than a single model.

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 SeargeDP/SeargeSDXL
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ltdrdata/ComfyUI-Impact-Pack
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ltdrdata/ComfyUI-Impact-Pack · recommended 1×
  2. Suzie1/ComfyUI-Advanced-ControlNet · recommended 1×
  3. Acly/Fooocus_Nodes · recommended 1×
  4. ltdrdata/ComfyUI-Manager · recommended 1×
  5. ltdrdata/ComfyUI-Inspire-Pack · recommended 1×
  • CATEGORY QUERY
    How can I enhance ComfyUI with advanced SDXL workflows and custom nodes?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack (ltdrdata/ComfyUI-Impact-Pack)
    2. ComfyUI-Advanced-ControlNet (Suzie1/ComfyUI-Advanced-ControlNet)
    3. Fooocus-Nodes (Acly/Fooocus_Nodes)
    4. ComfyUI-Manager (ltdrdata/ComfyUI-Manager)
    5. ComfyUI-Inspire-Pack (ltdrdata/ComfyUI-Inspire-Pack)
    6. ComfyUI-AnimateDiff-Evolved (Kosinkadink/ComfyUI-AnimateDiff-Evolved)

    AI recommended 6 alternatives but never named SeargeDP/SeargeSDXL. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a node-based UI solution for integrating SDXL base and refiner checkpoints effectively.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. InvokeAI
    3. Automatic1111's WebUI
    4. SD-WebUI-Workflows
    5. ControlNet
    6. Regional Prompter
    7. DreamStudio
    8. Fooocus

    AI recommended 8 alternatives but never named SeargeDP/SeargeSDXL. 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 SeargeDP/SeargeSDXL?
    pass
    AI named SeargeDP/SeargeSDXL explicitly

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

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