RRepoGEO

REPOGEO REPORT · LITE

Narcooo/inkos

Default branch master · commit 54f752ee · scanned 5/15/2026, 5:52:22 AM

GitHub: 6,077 stars · 1,157 forks

AI VISIBILITY SCORE
35 /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
3 / 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 Narcooo/inkos, 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
    Reinforce core identity in README's opening English prose

    Why:

    CURRENT
    The first English prose after the H1 is 'Native English novel writing now supported！ Set `--lang en` to write in English. See [English README](README.en.md) for details.'
    COPY-PASTE FIX
    Add the following sentence as the very first English prose paragraph in the README, ideally right after the language links: 'Narcooo/inkos is an autonomous AI agent for novel writing, designed to generate, audit, and revise novels with human review gates.'
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., project website, documentation, or a demo) to the 'Homepage' field in the repository settings.
  • mediumtopics#3
    Expand repository topics for better recall

    Why:

    CURRENT
    agent, ai, ai-agent, ai-novel, ai-writing, chinese-novel, cli, cli-tool, creative-writing-ai, novel-ai, novel-generation, openclaw
    COPY-PASTE FIX
    Add the following topics: ai-story-writing, story-generator, writing-assistant-ai, ai-fiction-writer, novel-writing-software

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 Narcooo/inkos
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. Claude 3 · recommended 1×
  3. GPT-4 · recommended 1×
  4. Novelcrafter · recommended 1×
  5. ProWritingAid · recommended 1×
  • CATEGORY QUERY
    What AI agent can autonomously write, audit, and revise novels with human review gates?
    you: not recommended
    AI recommended (in order):
    1. Claude 3
    2. GPT-4
    3. Sudowrite
    4. Novelcrafter
    5. ProWritingAid
    6. Grammarly Premium
    7. AutoCrit

    AI recommended 7 alternatives but never named Narcooo/inkos. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI tool to generate novel content, offering style control and chapter management.
    you: not recommended
    AI recommended (in order):
    1. Campfire Pro/Campfire Blaze
    2. Sudowrite
    3. NovelAI
    4. Jasper
    5. ChatGPT
    6. Scribble Diffusion

    AI recommended 6 alternatives but never named Narcooo/inkos. 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 Narcooo/inkos?
    pass
    AI named Narcooo/inkos explicitly

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

  • If a team adopts Narcooo/inkos in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Narcooo/inkos 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 Narcooo/inkos solve, and who is the primary audience?
    pass
    AI named Narcooo/inkos explicitly

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

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Narcooo/inkos — 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