RRepoGEO

REPOGEO REPORT · LITE

bravekingzhang/text2video

Default branch main · commit 9f512b4f · scanned 5/23/2026, 7:12:33 PM

GitHub: 1,046 stars · 184 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
28 /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
2 / 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 bravekingzhang/text2video, 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's opening to clarify target audience and tool type

    Why:

    CURRENT
    # 一个文本转视频的工具

这个工具可以将一段文本转换为视频，并保存到指定的本地，初衷是想实现小说的可视化阅读功能。
    COPY-PASTE FIX
    # bravekingzhang/text2video: 一个基于AI模型的文本转视频Python开发工具

这是一个为开发者设计的Python工具，旨在将文本内容（如小说章节或文章）自动化转换为带有图像、字幕和语音的视频，特别适用于AI/ML项目和内容自动化。
  • hightopics#2
    Add more specific AI/ML and developer-focused topics

    Why:

    CURRENT
    edge-tts, stable-diffusion, text2video
    COPY-PASTE FIX
    edge-tts, stable-diffusion, text2video, python, ai, machine-learning, generative-ai, video-generation, content-creation, opencv, ffmpeg
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/bravekingzhang/text2video

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 bravekingzhang/text2video
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Pictory.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Pictory.ai · recommended 1×
  2. InVideo · recommended 1×
  3. Synthesys X · recommended 1×
  4. HeyGen · recommended 1×
  5. Descript · recommended 1×
  • CATEGORY QUERY
    What tools can help me automatically create videos from long text content or articles?
    you: not recommended
    AI recommended (in order):
    1. Pictory.ai
    2. InVideo
    3. Synthesys X
    4. HeyGen
    5. Descript
    6. Lumen5
    7. FlexClip

    AI recommended 7 alternatives but never named bravekingzhang/text2video. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python library to generate video from text, including image and speech synthesis.
    you: not recommended
    AI recommended (in order):
    1. D-ID API
    2. MoviePy
    3. gTTS
    4. OpenAI DALL-E 3 API
    5. Midjourney API
    6. Hugging Face Diffusers
    7. Hugging Face Transformers
    8. OpenAI API
    9. GPT-4
    10. OpenAI TTS
    11. ElevenLabs API

    AI recommended 11 alternatives but never named bravekingzhang/text2video. 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 bravekingzhang/text2video?
    pass
    AI named bravekingzhang/text2video explicitly

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

  • If a team adopts bravekingzhang/text2video in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bravekingzhang/text2video 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 bravekingzhang/text2video solve, and who is the primary audience?
    pass
    AI did not name bravekingzhang/text2video — 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?

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bravekingzhang/text2video — 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