RRepoGEO

REPOGEO REPORT · LITE

balazik/ComfyUI-PuLID-Flux

Default branch master · commit a80912fc · scanned 6/11/2026, 11:53:19 AM

GitHub: 712 stars · 62 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 balazik/ComfyUI-PuLID-Flux, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Expand the README's opening description

    Why:

    CURRENT
    PuLID-Flux ComfyUI implementation (Alpha version)
    COPY-PASTE FIX
    PuLID-Flux is a ComfyUI custom node implementation designed to generate AI images with consistent character identity, leveraging Flux models. It offers optimized VRAM usage options for efficient workflow.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/balazik/ComfyUI-PuLID-Flux#examples

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 balazik/ComfyUI-PuLID-Flux
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IPAdapter Plus
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. IPAdapter Plus · recommended 1×
  2. ComfyUI-Impact-Pack · recommended 1×
  3. ComfyUI_UltimateSDUpscale · recommended 1×
  4. ComfyUI-FaceDetailer · recommended 1×
  5. ComfyUI_ControlNet_Aux · recommended 1×
  • CATEGORY QUERY
    Looking for ComfyUI custom nodes to maintain consistent character identity in generated images.
    you: not recommended
    AI recommended (in order):
    1. IPAdapter Plus
    2. ComfyUI-Impact-Pack
    3. ComfyUI_UltimateSDUpscale
    4. ComfyUI-FaceDetailer
    5. ComfyUI_ControlNet_Aux
    6. ComfyUI-AnimateDiff-Evolved

    AI recommended 6 alternatives but never named balazik/ComfyUI-PuLID-Flux. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to integrate advanced image generation models into ComfyUI for optimized VRAM usage?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Manager
    2. DPM++ 2M Karras
    3. Euler a
    4. Fooocus
    5. WAS Node Suite
    6. Impact Pack
    7. Efficiency Nodes
    8. SDXL Turbo
    9. LCM LoRAs

    AI recommended 9 alternatives but never named balazik/ComfyUI-PuLID-Flux. 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 balazik/ComfyUI-PuLID-Flux?
    pass
    AI did not name balazik/ComfyUI-PuLID-Flux — 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 balazik/ComfyUI-PuLID-Flux in production, what risks or prerequisites should they evaluate first?
    pass
    AI named balazik/ComfyUI-PuLID-Flux 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 balazik/ComfyUI-PuLID-Flux solve, and who is the primary audience?
    pass
    AI did not name balazik/ComfyUI-PuLID-Flux — 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?

Embed your GEO score

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MARKDOWN (README)
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balazik/ComfyUI-PuLID-Flux — 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