RRepoGEO

REPOGEO REPORT · LITE

HITsz-TMG/VideoClaw

Default branch main · commit 1324b360 · scanned 6/30/2026, 3:17:51 AM

GitHub: 1,504 stars · 218 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
35 /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
3 / 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 HITsz-TMG/VideoClaw, 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 opening to clarify problem and audience

    Why:

    CURRENT
    The current README starts with a large banner, H1, language options, badges, and a short tagline before the 'News' and '项目介绍' sections.
    COPY-PASTE FIX
    Immediately after the main H1 (e.g., 'VideoClaw: AI 创意视频生成员工'), add a concise paragraph like:

"VideoClaw is an AI director system designed for creative video production. It empowers content creators and filmmakers to transform a simple idea, story outline, or even a vague concept into a complete film, automating the entire workflow from script planning and character design to video generation and post-production."
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Your project's dedicated website or landing page URL]
  • mediumreadme#3
    Emphasize the end-to-end workflow as the core differentiator in README

    Why:

    CURRENT
    The core differentiator (end-to-end workflow, collaborative AI director) is currently embedded within the '项目介绍' section.
    COPY-PASTE FIX
    Add a new section titled '## ✨ Key Differentiators' or '## 🚀 Why VideoClaw?' immediately after the initial project summary, with content like:

"VideoClaw stands apart from single-point text-to-video tools by offering a complete, end-to-end production pipeline. It covers **script planning → character/scene design → storyboard generation → reference image generation → video generation → post-production**. Unlike black-box video generation frameworks, VideoClaw acts as a truly collaborative AI director team, where every critical stage is visual, editable, and iterative, allowing user intervention and continuous generation."

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 HITsz-TMG/VideoClaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
HeyGen
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. HeyGen · recommended 2×
  2. Descript · recommended 2×
  3. Synthesys AI Studio · recommended 1×
  4. Pictory · recommended 1×
  5. InVideo · recommended 1×
  • CATEGORY QUERY
    How to automatically generate marketing videos from a simple text idea?
    you: not recommended
    AI recommended (in order):
    1. Synthesys AI Studio
    2. Pictory
    3. InVideo
    4. HeyGen
    5. Descript
    6. Viide.io

    AI recommended 6 alternatives but never named HITsz-TMG/VideoClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent system for end-to-end film production from script to final video.
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Midjourney
    3. DALL-E 3
    4. ElevenLabs
    5. Descript
    6. Adobe Firefly
    7. Synthesia
    8. HeyGen
    9. ChatGPT
    10. Claude
    11. Gemini

    AI recommended 11 alternatives but never named HITsz-TMG/VideoClaw. 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 HITsz-TMG/VideoClaw?
    pass
    AI named HITsz-TMG/VideoClaw explicitly

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

  • If a team adopts HITsz-TMG/VideoClaw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HITsz-TMG/VideoClaw 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 HITsz-TMG/VideoClaw solve, and who is the primary audience?
    pass
    AI named HITsz-TMG/VideoClaw explicitly

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

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HITsz-TMG/VideoClaw — 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