RRepoGEO

REPOGEO REPORT · LITE

t59688/arboris-novel

Default branch main · commit dd80c69b · scanned 5/13/2026, 5:32:20 PM

GitHub: 1,394 stars · 312 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 t59688/arboris-novel, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of the MIT License. This is a common open-source license that clearly defines usage rights.
  • mediumtopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    ai, novel
    COPY-PASTE FIX
    ai, novel, writing-assistant, creative-writing, story-generator, world-building, open-source
  • mediumreadme#3
    Emphasize open-source nature and core problem in README intro

    Why:

    CURRENT
    写作时容易卡在「主角叫什么」「故事发生在哪」「下一章写什么」这类问题上。**Arboris** 在需要时帮你理清思路、记录设定、给出可选方向，让想法落成故事。
    COPY-PASTE FIX
    写作时容易卡在「主角叫什么」「故事发生在哪」「下一章写什么」这类问题上。**Arboris-Novel** 是一个开源的 AI 写作伙伴，旨在帮助创作者理清思路、记录设定、给出可选方向，让想法落成故事，克服写作障碍。

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 t59688/arboris-novel
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
NovelAI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. NovelAI · recommended 2×
  2. ChatGPT · recommended 1×
  3. Jasper · recommended 1×
  4. Sudowrite · recommended 1×
  5. Campfire Pro/Campfire Blaze · recommended 1×
  • CATEGORY QUERY
    What AI tools can help overcome writer's block and generate story ideas for novels?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Jasper
    3. Sudowrite
    4. NovelAI
    5. Campfire Pro/Campfire Blaze
    6. ShortlyAI
    7. Plot Factory

    AI recommended 7 alternatives but never named t59688/arboris-novel. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source AI assistant for creative writing with character and world-building management.
    you: not recommended
    AI recommended (in order):
    1. NovelAI
    2. KoboldAI
    3. Oobabooga's text-generation-webui
    4. Hugging Face Transformers library
    5. Pytti.cc
    6. AI Dungeon

    AI recommended 6 alternatives but never named t59688/arboris-novel. 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 t59688/arboris-novel?
    pass
    AI did not name t59688/arboris-novel — 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 t59688/arboris-novel in production, what risks or prerequisites should they evaluate first?
    pass
    AI named t59688/arboris-novel 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 t59688/arboris-novel solve, and who is the primary audience?
    pass
    AI did not name t59688/arboris-novel — 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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  • Brand-free category queries5 vs 2 in Lite
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