RRepoGEO

REPOGEO REPORT · LITE

Jonseed/ComfyUI-Detail-Daemon

Default branch main · commit 39206d10 · scanned 6/3/2026, 12:38:14 PM

GitHub: 953 stars · 34 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 Jonseed/ComfyUI-Detail-Daemon, 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, comfyui-node, stable-diffusion, image-generation, detail-enhancement, sharpness, bokeh-removal, sigma-adjustment, ai-art
  • highreadme#2
    Rephrase README's initial description for clarity on unique mechanism

    Why:

    CURRENT
    A port of muerrilla's sd-webui-Detail-Daemon as a node for ComfyUI, to adjust sigmas that generally enhance details, and possibly remove unwanted bokeh or background blurring, particularly with Flux models (but also works with SDXL, SD1.5, Qwen, Z-Image, and likely other models).
    COPY-PASTE FIX
    ComfyUI-Detail-Daemon is a powerful ComfyUI node that uniquely enhances image details and removes unwanted background blur or bokeh by precisely adjusting generation sigmas. Ported from muerrilla's sd-webui-Detail-Daemon, it works across models like Flux, SDXL, SD1.5, Qwen, and Z-Image.
  • mediumhomepage#3
    Add the YouTube video as the repository homepage

    Why:

    COPY-PASTE FIX
    https://www.youtube.com/watch?v=h8XhR-fjRR8

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 Jonseed/ComfyUI-Detail-Daemon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI-Impact-Pack
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI-Impact-Pack · recommended 2×
  2. ComfyUI-Image-Filters · recommended 2×
  3. Ultimate SD Upscale · recommended 1×
  4. Fooocus Upscale · recommended 1×
  5. Detailer · recommended 1×
  • CATEGORY QUERY
    How to improve fine details and sharpness in ComfyUI image generation?
    you: not recommended
    AI recommended (in order):
    1. Ultimate SD Upscale
    2. Fooocus Upscale
    3. Detailer
    4. SAM Detector
    5. YOLOv8 Detector
    6. High-Resolution Fix (Hires.fix)
    7. Tiled Diffusion
    8. ComfyUI-Impact-Pack
    9. Tiled VAE
    10. Image Sharpening Node
    11. ComfyUI-Image-Filters
    12. ControlNet

    AI recommended 12 alternatives but never named Jonseed/ComfyUI-Detail-Daemon. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking ComfyUI node to reduce unwanted background blur or bokeh in generated images.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack
    2. ComfyUI-Image-Filters
    3. ComfyUI-AITemplate-Nodes
    4. ComfyUI-Image-Processing-Nodes
    5. ComfyUI-Image-Utilities

    AI recommended 5 alternatives but never named Jonseed/ComfyUI-Detail-Daemon. 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 Jonseed/ComfyUI-Detail-Daemon?
    pass
    AI did not name Jonseed/ComfyUI-Detail-Daemon — 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 Jonseed/ComfyUI-Detail-Daemon in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Jonseed/ComfyUI-Detail-Daemon 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 Jonseed/ComfyUI-Detail-Daemon solve, and who is the primary audience?
    pass
    AI named Jonseed/ComfyUI-Detail-Daemon 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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Jonseed/ComfyUI-Detail-Daemon — 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