RRepoGEO

REPOGEO REPORT · LITE

PenglongHuang/chinese-novelist-skill

Default branch master · commit 57d6ed24 · scanned 5/26/2026, 12:28:27 PM

GitHub: 1,768 stars · 317 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
1 / 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 PenglongHuang/chinese-novelist-skill, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-writing-assistant, chinese-novel, generative-ai, llm, creative-writing, novel-writing, fiction-writing, ai-tool, writing-assistant
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clearly state the project's licensing terms.
  • mediumreadme#3
    Add a concise introductory sentence to the README

    Why:

    COPY-PASTE FIX
    Insert the following sentence immediately after the H1: "这是一个专为中文小说作者设计的 AI 创作工具，帮助你从构思到完稿，轻松完成长篇小说。" (This is an AI creation tool specifically designed for Chinese novelists, helping you easily complete long novels from conception to final draft.)

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 PenglongHuang/chinese-novelist-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Sudowrite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Sudowrite · recommended 2×
  2. Jasper · recommended 2×
  3. Frase.io · recommended 2×
  4. ChatGPT · recommended 2×
  5. NovelAI · recommended 1×
  • CATEGORY QUERY
    Which AI tools can help me write a complete Chinese novel, remembering my preferences?
    you: not recommended
    AI recommended (in order):
    1. NovelAI
    2. Sudowrite
    3. Jasper
    4. Frase.io
    5. ChatGPT
    6. Claude
    7. Gemini
    8. YouWrite

    AI recommended 8 alternatives but never named PenglongHuang/chinese-novelist-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI writing assistant to overcome writer's block for long Chinese fiction, ensuring continuity.
    you: not recommended
    AI recommended (in order):
    1. Novels.AI
    2. Sudowrite
    3. Jasper
    4. Frase.io
    5. ChatGPT
    6. YouChat

    AI recommended 6 alternatives but never named PenglongHuang/chinese-novelist-skill. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 PenglongHuang/chinese-novelist-skill?
    pass
    AI did not name PenglongHuang/chinese-novelist-skill — 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?

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