RRepoGEO

REPOGEO REPORT · LITE

HITsz-TMG/VideoClaw

Default branch main · commit b0b9b879 · scanned 5/18/2026, 8:38:27 PM

GitHub: 1,219 stars · 167 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
    Clarify the README's opening statement to emphasize end-to-end AI film generation

    Why:

    COPY-PASTE FIX
    Insert the following paragraph immediately after the main title/tagline and before the 'News' section:
Video-Claw 是一个面向创意视频生产的 AI 导演系统，它能将你的想法、故事梗概或模糊概念，全自动化地拆解为影视工作流，从剧本策划到后期剪辑，最终生成完整成片。你只需对话，即可获得一部电影。
  • mediumhomepage#2
    Add an official project homepage URL

    Why:

    COPY-PASTE FIX
    Add the official project website URL (e.g., a dedicated project page, a demo site, or a company page) to the repository's 'About' section.
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section

    Why:

    COPY-PASTE FIX
    Add a new section titled '与竞品对比 (Comparison with Alternatives)' that explicitly outlines how VideoClaw's full-pipeline AI director system differs from single-point video generation tools (e.g., RunwayML, Pika Labs) or traditional video editing software (e.g., Adobe Premiere Pro), emphasizing its end-to-end automation from concept to film.

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. Pictory.ai · recommended 1×
  3. InVideo · recommended 1×
  4. Synthesys AI Studio · recommended 1×
  5. RunwayML · recommended 1×
  • CATEGORY QUERY
    How can I fully automate video creation from a simple text prompt or idea?
    you: not recommended
    AI recommended (in order):
    1. Pictory.ai
    2. InVideo
    3. Synthesys AI Studio
    4. HeyGen
    5. RunwayML
    6. Descript
    7. Adobe Express

    AI recommended 7 alternatives but never named HITsz-TMG/VideoClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate complete films from a high-level creative concept using AI?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-1 / Gen-2
    2. Pika Labs
    3. Midjourney
    4. Adobe Premiere Pro
    5. DaVinci Resolve
    6. HeyGen
    7. Synthesys
    8. ElevenLabs
    9. Kaiber.ai
    10. Stable Diffusion

    AI recommended 10 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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MARKDOWN (README)
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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