RRepoGEO

REPOGEO REPORT · LITE

ponysb/91Writing

Default branch main · commit df3de036 · scanned 5/21/2026, 11:42:43 AM

GitHub: 1,534 stars · 399 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 ponysb/91Writing, 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

2 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 explicitly state it's an open-source frontend AI novel writing tool

    Why:

    CURRENT
    # 📚 91写作 - AI智能小说创作工具

> 基于 Vue 3 + Element Plus 的专业AI小说创作平台，集成先进AI模型，提供完整的创作工具链
    COPY-PASTE FIX
    # 📚 91写作 - 开源AI智能小说创作工具 (Vue 3 + Element Plus)

> 91写作是一款基于 Vue 3 和 Element Plus 的开源前端AI小说创作平台，它集成了多种先进AI模型，为作者提供完整的创作工具链，助力高效创作。
  • mediumreadme#2
    Reframe '产品声明' as a core feature emphasizing local-first and privacy

    Why:

    CURRENT
    ### 🌈 **产品声明91写作为纯前端项目，所有数据均保存在本地，不提供云同步服务
    COPY-PASTE FIX
    ### 🔒 **本地优先与隐私保护**

91写作是一个纯前端项目，所有创作数据均安全保存在您的本地设备，不提供云同步服务，确保您的隐私和数据主权。

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 ponysb/91Writing
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Campfire Pro/Campfire Blaze
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Campfire Pro/Campfire Blaze · recommended 1×
  2. Scrivener · recommended 1×
  3. Novelcrafter · recommended 1×
  4. Sudowrite · recommended 1×
  5. Plottr · recommended 1×
  • CATEGORY QUERY
    What AI tools can help me write a novel with intelligent outlines and character consistency?
    you: not recommended
    AI recommended (in order):
    1. Campfire Pro/Campfire Blaze
    2. Scrivener
    3. Novelcrafter
    4. Sudowrite
    5. Plottr
    6. Bibisco

    AI recommended 6 alternatives but never named ponysb/91Writing. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source frontend application for local AI-assisted long-form story writing.
    you: not recommended
    AI recommended (in order):
    1. NovelAI
    2. KoboldAI Lite / KoboldAI Client
    3. Oobabooga's Text Generation WebUI
    4. LoreForge
    5. AI Dungeon
    6. Write With Transformer

    AI recommended 6 alternatives but never named ponysb/91Writing. 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 ponysb/91Writing?
    pass
    AI did not name ponysb/91Writing — 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 ponysb/91Writing in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ponysb/91Writing 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 ponysb/91Writing solve, and who is the primary audience?
    pass
    AI named ponysb/91Writing explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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