RRepoGEO

REPOGEO REPORT · LITE

talesofai/comfyui-browser

Default branch main · commit 95fd55d6 · scanned 6/7/2026, 3:07:59 AM

GitHub: 664 stars · 69 forks

AI VISIBILITY SCORE
35 /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
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 talesofai/comfyui-browser, 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 opening to emphasize ComfyUI custom node identity

    Why:

    CURRENT
    This is an image/video/workflow browser and manager for ComfyUI.
    COPY-PASTE FIX
    ComfyUI Browser is a powerful custom node and extension for ComfyUI, providing an integrated image/video/workflow browser and manager directly within your ComfyUI interface.
  • highlicense#2
    Add a LICENSE file or clarify license in README

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0), or add a clear statement about the applicable license(s) to the README.
  • mediumhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL to `https://github.com/talesofai/comfyui-browser` (or a dedicated project website if one exists) in the repository settings.

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 talesofai/comfyui-browser
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI-Manager · recommended 1×
  2. ComfyUI-Workflows · recommended 1×
  3. Windows Search · recommended 1×
  4. macOS Spotlight · recommended 1×
  5. Linux `find` · recommended 1×
  • CATEGORY QUERY
    How can I better organize and search my ComfyUI stable diffusion workflows?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Manager
    2. ComfyUI-Workflows
    3. Windows Search
    4. macOS Spotlight
    5. Linux `find`
    6. Linux `grep`
    7. Notion
    8. Obsidian
    9. GitHub Gist
    10. GitHub Private Repository

    AI recommended 10 alternatives but never named talesofai/comfyui-browser. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help sync and manage ComfyUI workflows across different machines using Git?
    you: not recommended
    AI recommended (in order):
    1. GitHub Desktop (desktop/desktop)
    2. GitKraken
    3. VS Code (microsoft/vscode)
    4. Sourcetree
    5. Git Command Line Interface (CLI) (git/git)
    6. Syncthing (syncthing/syncthing)
    7. Rclone (rclone/rclone)

    AI recommended 7 alternatives but never named talesofai/comfyui-browser. 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 talesofai/comfyui-browser?
    pass
    AI named talesofai/comfyui-browser explicitly

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

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