RRepoGEO

REPOGEO REPORT · LITE

smthemex/ComfyUI_StoryDiffusion

Default branch main · commit c228e192 · scanned 6/13/2026, 11:22:02 PM

GitHub: 506 stars · 210 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 smthemex/ComfyUI_StoryDiffusion, 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 specific topics for ComfyUI, character consistency, and storytelling

    Why:

    COPY-PASTE FIX
    comfyui, comfyui-custom-nodes, stable-diffusion, character-consistency, ai-storytelling, image-sequence, id-migration, generative-ai
  • highabout#2
    Rewrite the 'About' description for clarity and keywords

    Why:

    CURRENT
    You can using StoryDiffusion in ComfyUI
    COPY-PASTE FIX
    ComfyUI_StoryDiffusion is a custom node for ComfyUI focused on generating consistent character identity and visual storytelling across image sequences using various ID migration methods.
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    [Add a link to a dedicated project page, demo, or relevant documentation here]

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 smthemex/ComfyUI_StoryDiffusion
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ControlNet
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ControlNet · recommended 2×
  2. Midjourney · recommended 1×
  3. Stable Diffusion · recommended 1×
  4. LoRAs · recommended 1×
  5. Textual Inversion · recommended 1×
  • CATEGORY QUERY
    How to generate consistent character images across a sequence for visual storytelling?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. ControlNet
    4. LoRAs
    5. Textual Inversion
    6. IP-Adapter
    7. DALL-E 3
    8. ChatGPT Plus
    9. Leonardo.Ai
    10. RunwayML

    AI recommended 10 alternatives but never named smthemex/ComfyUI_StoryDiffusion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a ComfyUI plugin to create consistent character identity for narrative image generation.
    you: not recommended
    AI recommended (in order):
    1. IPAdapter Plus
    2. ControlNet
    3. FaceDetailer / FaceRestore
    4. ComfyUI-RegionalPrompter
    5. ComfyUI-StyleAlign

    AI recommended 5 alternatives but never named smthemex/ComfyUI_StoryDiffusion. 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 smthemex/ComfyUI_StoryDiffusion?
    pass
    AI named smthemex/ComfyUI_StoryDiffusion explicitly

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

  • If a team adopts smthemex/ComfyUI_StoryDiffusion in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name smthemex/ComfyUI_StoryDiffusion — 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?

  • In one sentence, what problem does the repo smthemex/ComfyUI_StoryDiffusion solve, and who is the primary audience?
    pass
    AI named smthemex/ComfyUI_StoryDiffusion explicitly

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

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MARKDOWN (README)
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smthemex/ComfyUI_StoryDiffusion — 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