RRepoGEO

REPOGEO REPORT · LITE

ExplosiveCoderflome/AI-Novel-Writing-Assistant

Default branch main · commit 23ede003 · scanned 5/24/2026, 6:26:43 PM

GitHub: 1,372 stars · 288 forks

AI VISIBILITY SCORE
22 /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
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 ExplosiveCoderflome/AI-Novel-Writing-Assistant, 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 opening to emphasize 'open-source' and 'agent-driven system'

    Why:

    CURRENT
    一个面向长篇小说创作的 AI Native 开源项目。
    COPY-PASTE FIX
    一个**开源的、AI Native 智能体驱动系统**，面向长篇小说创作，帮助作者从一句灵感走到完整小说，提供结构化规划、世界观构建和智能体驱动工作流。

An **open-source, AI-native, agent-driven system** for end-to-end novel creation, guiding authors from initial idea to full chapters with structured planning, worldbuilding, and consistent narrative control.
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/ExplosiveCoderflome/AI-Novel-Writing-Assistant
  • lowlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    This project is released under [Specify License Name(s) here, e.g., a custom license, or a combination of X and Y]. Please refer to the LICENSE file for full details.

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 ExplosiveCoderflome/AI-Novel-Writing-Assistant
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. Claude · recommended 1×
  3. Google Gemini · recommended 1×
  4. Sudowrite · recommended 1×
  5. Jasper · recommended 1×
  • CATEGORY QUERY
    How can AI assist with comprehensive novel writing, from initial idea to full manuscript?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude
    3. Google Gemini
    4. Sudowrite
    5. Jasper
    6. NovelAI
    7. ProWritingAid
    8. Grammarly
    9. Lexica Art
    10. Midjourney
    11. DALL-E 3

    AI recommended 11 alternatives but never named ExplosiveCoderflome/AI-Novel-Writing-Assistant. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI agent system to manage worldbuilding and narrative consistency for long-form fiction.
    you: not recommended
    AI recommended (in order):
    1. Campfire Pro
    2. World Anvil
    3. Obsidian
    4. Scrivener
    5. Notion

    AI recommended 5 alternatives but never named ExplosiveCoderflome/AI-Novel-Writing-Assistant. 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 ExplosiveCoderflome/AI-Novel-Writing-Assistant?
    pass
    AI did not name ExplosiveCoderflome/AI-Novel-Writing-Assistant — 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 ExplosiveCoderflome/AI-Novel-Writing-Assistant in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ExplosiveCoderflome/AI-Novel-Writing-Assistant 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 ExplosiveCoderflome/AI-Novel-Writing-Assistant solve, and who is the primary audience?
    pass
    AI did not name ExplosiveCoderflome/AI-Novel-Writing-Assistant — 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?

Embed your GEO score

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ExplosiveCoderflome/AI-Novel-Writing-Assistant — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite