RRepoGEO

REPOGEO REPORT · LITE

capitan01R/ComfyUI-Flux2Klein-Enhancer

Default branch main · commit 1e3926bb · scanned 6/19/2026, 9:47:51 AM

GitHub: 501 stars · 31 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 capitan01R/ComfyUI-Flux2Klein-Enhancer, 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
    Strengthen README opening to emphasize ComfyUI custom node

    Why:

    CURRENT
    Conditioning enhancement and reference latent control for FLUX.2 Klein 9B in ComfyUI. Built from empirical analysis and forward-pass tracing of the model's dual-stream architecture.
    COPY-PASTE FIX
    This is a ComfyUI custom node suite providing conditioning enhancement and reference latent control specifically for FLUX.2 Klein 9B. It's built from empirical analysis and forward-pass tracing of the model's dual-stream architecture.
  • mediumreadme#2
    Clarify existing license(s) directly in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) here, e.g., 'a custom license based on Apache 2.0 and MIT principles']. Please see the [LICENSE](LICENSE) file for full details.

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 capitan01R/ComfyUI-Flux2Klein-Enhancer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
cubiq/ComfyUI_IPAdapter_plus
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. cubiq/ComfyUI_IPAdapter_plus · recommended 1×
  2. ControlNet · recommended 1×
  3. cjwbw/ComfyUI_StyleAligner · recommended 1×
  4. WASasquatch/ComfyUI_WAS_Suite · recommended 1×
  5. FreeU · recommended 1×
  • CATEGORY QUERY
    How can I get better control over conditioning and reference latents in ComfyUI workflows?
    you: not recommended
    AI recommended (in order):
    1. IPAdapter Plus (cubiq/ComfyUI_IPAdapter_plus)
    2. ControlNet
    3. Style Aligner (cjwbw/ComfyUI_StyleAligner)
    4. Advanced KSampler (WASasquatch/ComfyUI_WAS_Suite)
    5. FreeU
    6. Impact Pack (ltdrdata/ComfyUI-Impact-Pack)
    7. Comfyroll Custom Nodes (Suzie1/Comfyroll-Custom-Nodes)

    AI recommended 7 alternatives but never named capitan01R/ComfyUI-Flux2Klein-Enhancer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are effective methods for enhancing text encoder outputs in generative image models?
    you: not recommended
    AI recommended (in order):
    1. CLIP
    2. OpenAI's GPT-3/GPT-4
    3. Google's T5
    4. OpenCLIP
    5. Google's PaLM/Gemini
    6. Claude 3
    7. Stable Diffusion
    8. Midjourney
    9. BLIP
    10. Flamingo
    11. WordNet
    12. ConceptNet

    AI recommended 12 alternatives but never named capitan01R/ComfyUI-Flux2Klein-Enhancer. 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 capitan01R/ComfyUI-Flux2Klein-Enhancer?
    pass
    AI named capitan01R/ComfyUI-Flux2Klein-Enhancer explicitly

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

  • If a team adopts capitan01R/ComfyUI-Flux2Klein-Enhancer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named capitan01R/ComfyUI-Flux2Klein-Enhancer 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 capitan01R/ComfyUI-Flux2Klein-Enhancer solve, and who is the primary audience?
    pass
    AI did not name capitan01R/ComfyUI-Flux2Klein-Enhancer — 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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capitan01R/ComfyUI-Flux2Klein-Enhancer — 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
capitan01R/ComfyUI-Flux2Klein-Enhancer — RepoGEO report