RRepoGEO

REPOGEO REPORT · LITE

kijai/ComfyUI-HunyuanVideoWrapper

Default branch main · commit fcbd6729 · scanned 7/1/2026, 12:22:46 PM

GitHub: 2,596 stars · 204 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 kijai/ComfyUI-HunyuanVideoWrapper, 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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    ComfyUI wrapper nodes for Tencent HunyuanVideo, enabling text-to-video and image-to-video generation with features like custom text encoding and LoRA support.
  • hightopics#2
    Add relevant topics for categorization

    Why:

    COPY-PASTE FIX
    ComfyUI, HunyuanVideo, TextToVideo, ImageToVideo, AI-Video-Generation, MachineLearning, DeepLearning, LoRA
  • highlicense#3
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT License) in the repository root to clearly state the terms of use.

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 kijai/ComfyUI-HunyuanVideoWrapper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI/ComfyUI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI/ComfyUI · recommended 1×
  2. TouchDesigner · recommended 1×
  3. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  4. Blender · recommended 1×
  5. Nuke · recommended 1×
  • CATEGORY QUERY
    How to integrate advanced video generation models into a visual node-based workflow?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI (ComfyUI/ComfyUI)
    2. TouchDesigner
    3. Stable Diffusion WebUI (Automatic1111/Forge) (AUTOMATIC1111/stable-diffusion-webui)
    4. Blender
    5. Nuke
    6. Unreal Engine
    7. RunwayML

    AI recommended 7 alternatives but never named kijai/ComfyUI-HunyuanVideoWrapper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools for image-to-video generation with custom text encoding and LoRA support.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. AnimateDiff
    3. ControlNet
    4. RunwayML Gen-2
    5. Pika Labs
    6. InternVideo2
    7. ModelScope Text-to-Video Synthesis

    AI recommended 7 alternatives but never named kijai/ComfyUI-HunyuanVideoWrapper. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 kijai/ComfyUI-HunyuanVideoWrapper?
    pass
    AI named kijai/ComfyUI-HunyuanVideoWrapper explicitly

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

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

Drop this badge into the README of kijai/ComfyUI-HunyuanVideoWrapper. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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Pro

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kijai/ComfyUI-HunyuanVideoWrapper — 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