RRepoGEO

REPOGEO REPORT · LITE

koishijs/novelai-bot

Default branch main · commit 50667895 · scanned 6/18/2026, 7:08:47 PM

GitHub: 2,545 stars · 206 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
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 koishijs/novelai-bot, 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 README H1 and opening sentence to clarify Koishi bot plugin purpose

    Why:

    CURRENT
    # koishi-plugin-novelai

基于 NovelAI 的画图插件。
    COPY-PASTE FIX
    # koishi-plugin-novelai: AI Image Generation Plugin for Koishi Bots

koishi-plugin-novelai 是一个基于 NovelAI 的画图插件，用于为 Koishi 机器人提供强大的 AI 图像生成能力。
  • mediumabout#2
    Clarify GitHub description to emphasize Koishi bot plugin

    Why:

    CURRENT
    Generate images by NovelAI | 基于 NovelAI 的画图机器人
    COPY-PASTE FIX
    A Koishi plugin to integrate NovelAI for AI image generation in chat bots. | 基于 Koishi 的 NovelAI 画图机器人插件。
  • lowtopics#3
    Add platform-specific bot topics

    Why:

    CURRENT
    ai, bot, chatbot, generator, image, koishi, naifu, novelai, plugin, stable-diffusion, stable-diffusion-webui
    COPY-PASTE FIX
    ai, bot, chatbot, discord-bot, generator, image, koishi, naifu, novelai, plugin, stable-diffusion, stable-diffusion-webui, telegram-bot

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 koishijs/novelai-bot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney Bot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney Bot · recommended 1×
  2. Stable Diffusion Bots · recommended 1×
  3. Dreamcord · recommended 1×
  4. ImagineBot · recommended 1×
  5. DALL-E 2 Bot · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI image generation bot into my Discord server?
    you: not recommended
    AI recommended (in order):
    1. Midjourney Bot
    2. Stable Diffusion Bots
    3. Dreamcord
    4. ImagineBot
    5. DALL-E 2 Bot
    6. DALL-E 2 Discord Bot by OpenAI
    7. Stable Diffusion
    8. Leonardo.Ai Bot
    9. discord.py
    10. Automatic1111 API

    AI recommended 10 alternatives but never named koishijs/novelai-bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a chat bot for AI image creation supporting img2img and model selection.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion Web UI (AUTOMATIC1111) (AUTOMATIC1111/stable-diffusion-webui)
    2. ComfyUI (comfyanonymous/ComfyUI)
    3. InvokeAI (invoke-ai/InvokeAI)
    4. Fooocus (lllyasviel/Fooocus)
    5. Hugging Face Diffusers Library (huggingface/diffusers)
    6. OpenArt (API)
    7. Replicate (API)

    AI recommended 7 alternatives but never named koishijs/novelai-bot. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 koishijs/novelai-bot?
    pass
    AI named koishijs/novelai-bot explicitly

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

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