RRepoGEO

REPOGEO REPORT · LITE

BlinkDL/AI-Writer

Default branch main · commit d7e23c7f · scanned 5/26/2026, 5:12:07 PM

GitHub: 3,717 stars · 564 forks

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 BlinkDL/AI-Writer, 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 the README's introductory warning and clarify project status

    Why:

    CURRENT
    The current README starts with warnings about being outdated before describing the project.
    COPY-PASTE FIX
    # AI-Writer: RWKV 模型驱动的中文网文生成器 (AI-Writer: RWKV-powered Chinese Web Novel Generator)

AI-Writer 是一个基于 RWKV 模型，用于生成中文玄幻和言情网文的 AI 写作工具。它支持 N/A/I卡 GPU 加速，并提供本地运行能力。

**重要提示：** 本项目中的模型和代码已不再是最新版本，仅供历史参考和学习。对于更强大的开源网文大模型，请访问：
- 最新项目：RWKV-Runner https://github.com/josStorer/RWKV-Runner (包含 1.5B/3B/7B 模型)
- 最新网页在线版：https://modelscope.cn/studios/BlinkDL/RWKV-CHN/summary
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-writer, rwkv, chinese-nlp, text-generation, novel-generation, web-novel, creative-writing, llm, local-llm
  • mediumhomepage#3
    Set the project homepage URL

    Why:

    COPY-PASTE FIX
    https://blinkdl.github.io/AI-Writer/

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 BlinkDL/AI-Writer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NovelAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. NovelAI · recommended 1×
  2. GPT-4 · recommended 1×
  3. Claude 3 Opus · recommended 1×
  4. Midjourney · recommended 1×
  5. Stable Diffusion · recommended 1×
  • CATEGORY QUERY
    What are good tools for generating Chinese fantasy web novels with AI?
    you: not recommended
    AI recommended (in order):
    1. NovelAI
    2. GPT-4
    3. Claude 3 Opus
    4. Midjourney
    5. Stable Diffusion
    6. Youdao Ziyun
    7. Writely

    AI recommended 7 alternatives but never named BlinkDL/AI-Writer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking open-source language models for creative Chinese text generation, runnable on local hardware.
    you: not recommended
    AI recommended (in order):
    1. Qwen
    2. Baichuan2
    3. ChatGLM3
    4. Yi
    5. Llama 2
    6. InternLM
    7. Ollama
    8. LM Studio
    9. text-generation-webui

    AI recommended 9 alternatives but never named BlinkDL/AI-Writer. 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 BlinkDL/AI-Writer?
    pass
    AI named BlinkDL/AI-Writer explicitly

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

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

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

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