RRepoGEO

REPOGEO REPORT · LITE

kijai/ComfyUI-CogVideoXWrapper

Default branch main · commit fdb8abd2 · scanned 5/30/2026, 7:12:50 PM

GitHub: 1,544 stars · 102 forks

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-CogVideoXWrapper, 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
  • highreadme#1
    Reposition README H1 and add a clear, concise description

    Why:

    CURRENT
    # WORK IN PROGRESS
    COPY-PASTE FIX
    # ComfyUI-CogVideoXWrapper: Text-to-Video Generation and Advanced Video Transformations for ComfyUI

This repository provides a ComfyUI wrapper for the CogVideoX text-to-video generation model, enabling users to perform advanced video transformations like cut-and-drag and NoiseWarp within ComfyUI workflows. It functions as a client for an external CogVideoX API server.
  • highabout#2
    Add a concise 'About' description

    Why:

    COPY-PASTE FIX
    ComfyUI wrapper for CogVideoX, enabling text-to-video generation and advanced video transformations like cut-and-drag and NoiseWarp within ComfyUI workflows, acting as a client for an external CogVideoX API server.
  • hightopics#3
    Add relevant topics

    Why:

    COPY-PASTE FIX
    comfyui, cogvideox, text-to-video, video-generation, generative-ai, ai-video, video-transformation, noise-warp, cut-and-drag

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-CogVideoXWrapper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. CapCut · recommended 1×
  4. Final Cut Pro · recommended 1×
  5. Kdenlive · recommended 1×
  • CATEGORY QUERY
    How can I perform cut and drag video editing for generative AI workflows?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Adobe Premiere Pro
    3. CapCut
    4. Final Cut Pro
    5. Kdenlive

    AI recommended 5 alternatives but never named kijai/ComfyUI-CogVideoXWrapper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help apply advanced video transformations and subject masking effects?
    you: not recommended
    AI recommended (in order):
    1. Adobe After Effects
    2. DaVinci Resolve Studio
    3. Nuke
    4. Boris FX Mocha Pro
    5. HitFilm Pro

    AI recommended 5 alternatives but never named kijai/ComfyUI-CogVideoXWrapper. 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-CogVideoXWrapper?
    pass
    AI did not name kijai/ComfyUI-CogVideoXWrapper — 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-CogVideoXWrapper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kijai/ComfyUI-CogVideoXWrapper 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-CogVideoXWrapper solve, and who is the primary audience?
    pass
    AI did not name kijai/ComfyUI-CogVideoXWrapper — 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-CogVideoXWrapper. 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-CogVideoXWrapper.svg)](https://repogeo.com/en/r/kijai/ComfyUI-CogVideoXWrapper)
HTML
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Pro

Subscribe to Pro for deep diagnoses

kijai/ComfyUI-CogVideoXWrapper — 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