RRepoGEO

REPOGEO REPORT · LITE

kijai/ComfyUI-HunyuanVideoWrapper

Default branch main · commit fcbd6729 · scanned 5/20/2026, 2:08:01 AM

GitHub: 2,593 stars · 203 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
17 /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
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 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

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

OVERALL DIRECTION
  • highreadme#1
    Add a clear, concise introductory sentence to the README

    Why:

    CURRENT
    # ComfyUI wrapper nodes for HunyuanVideo
# Update 5
    COPY-PASTE FIX
    # ComfyUI-HunyuanVideoWrapper: Custom Nodes for HunyuanVideo in ComfyUI

This repository provides custom ComfyUI nodes for integrating and utilizing the HunyuanVideo text-to-video generation model, including official I2V, LoRA, and keyframe control features.
  • highabout#2
    Add a concise description to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    ComfyUI custom nodes for integrating and utilizing the HunyuanVideo text-to-video generation model, including official I2V, LoRA, and keyframe control features.

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
huggingface/transformers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. huggingface/transformers · recommended 1×
  2. huggingface/diffusers · recommended 1×
  3. Hugging Face Inference Endpoints · recommended 1×
  4. gradio-app/gradio · recommended 1×
  5. streamlit/streamlit · recommended 1×
  • CATEGORY QUERY
    How to integrate image-to-video generation with custom models into a visual workflow?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers (huggingface/transformers)
    2. Hugging Face Diffusers (huggingface/diffusers)
    3. Hugging Face Inference Endpoints
    4. Gradio (gradio-app/gradio)
    5. Streamlit (streamlit/streamlit)
    6. RunwayML
    7. ComfyUI (comfyanonymous/ComfyUI)
    8. AWS SageMaker
    9. Google Cloud AI Platform
    10. Azure Machine Learning
    11. AWS Step Functions
    12. Google Cloud Workflows
    13. Cloud Composer
    14. Azure Data Factory
    15. Azure Logic Apps
    16. OpenCV (opencv/opencv)
    17. Flask (pallets/flask)
    18. Django (django/django)

    AI recommended 18 alternatives but never named kijai/ComfyUI-HunyuanVideoWrapper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools for advanced video generation, including LoRA integration and keyframe control.
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Stability AI Stable Video Diffusion (SVD)
    3. ComfyUI
    4. Automatic1111's Stable Diffusion web UI
    5. Pika Labs
    6. Kinetix
    7. Domino (by Google DeepMind)

    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 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?

  • 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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/kijai/ComfyUI-HunyuanVideoWrapper.svg)](https://repogeo.com/en/r/kijai/ComfyUI-HunyuanVideoWrapper)
HTML
<a href="https://repogeo.com/en/r/kijai/ComfyUI-HunyuanVideoWrapper"><img src="https://repogeo.com/badge/kijai/ComfyUI-HunyuanVideoWrapper.svg" alt="RepoGEO" /></a>
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