RRepoGEO

REPOGEO REPORT · LITE

linyqh/NarratoAI

Default branch main · commit c0b72ec6 · scanned 5/24/2026, 6:32:22 PM

GitHub: 9,438 stars · 1,271 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 linyqh/NarratoAI, 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
    Update the repository description to highlight its open-source nature

    Why:

    CURRENT
    利用AI大模型，一键解说并剪辑视频； Using AI models to automatically provide commentary and edit videos with a single click.
    COPY-PASTE FIX
    利用AI大模型，一键解说并剪辑视频； Using AI models to automatically provide commentary and edit videos with a single click. An open-source, self-hostable alternative to commercial video AI tools.
  • mediumtopics#2
    Add specific video and content creation related topics

    Why:

    CURRENT
    aiagent, aiops, gemini-api, llm, moviepy, python
    COPY-PASTE FIX
    aiagent, aiops, gemini-api, llm, moviepy, python, video-editing, video-narration, content-creation, ai-video, automated-video, video-scripting
  • lowreadme#3
    Add an English translation of the custom license terms to the README

    Why:

    CURRENT
    The "许可证" section in the main README is: "本项目仅供学习和研究使用，不得商用。如需商业授权，请联系作者。"
    COPY-PASTE FIX
    In the "许可证" section of the README, add the following English translation:
"## 许可证 (License)
本项目仅供学习和研究使用，不得商用。如需商业授权，请联系作者。
---
This project is for learning and research purposes only and may not be used for commercial purposes. For commercial licensing, please contact the author."

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 linyqh/NarratoAI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Descript
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Descript · recommended 2×
  2. HeyGen · recommended 2×
  3. Pictory.ai · recommended 1×
  4. Synthesys.io · recommended 1×
  5. Murf.ai · recommended 1×
  • CATEGORY QUERY
    How can I automate video narration and editing using AI for content creation?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. Pictory.ai
    3. Synthesys.io
    4. HeyGen
    5. Murf.ai
    6. RunwayML
    7. Adobe Premiere Pro

    AI recommended 7 alternatives but never named linyqh/NarratoAI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use large language models for automated video scriptwriting and post-production?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. HeyGen
    3. Synthesys AI Studio
    4. Pictory AI
    5. InVideo AI
    6. DeepMotion
    7. ChatGPT
    8. Claude
    9. Google Gemini

    AI recommended 9 alternatives but never named linyqh/NarratoAI. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 linyqh/NarratoAI?
    pass
    AI named linyqh/NarratoAI explicitly

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

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

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

Embed your GEO score

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linyqh/NarratoAI — 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