RRepoGEO

REPOGEO REPORT · LITE

helloianneo/ian-xiaohei-illustrations

Default branch main · commit 793dddb9 · scanned 6/2/2026, 10:51:56 AM

GitHub: 1,699 stars · 152 forks

AI VISIBILITY SCORE
27 /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
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 helloianneo/ian-xiaohei-illustrations, 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 to specify it's a generative AI skill

    Why:

    CURRENT
    # Ian Xiaohei Illustrations
    COPY-PASTE FIX
    # Ian Xiaohei Illustrations: Codex Skill for AI-Generated Chinese Article Images
  • highabout#2
    Rephrase repository description to clearly state its generative AI function

    Why:

    CURRENT
    中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill
    COPY-PASTE FIX
    A Codex Skill for AI Agents to generate unique, hand-drawn 'Xiaohei' illustrations for Chinese articles, featuring 16:9 white backgrounds and minimal red/orange/blue annotations.
  • mediumtopics#3
    Add more specific generative AI and content creation topics

    Why:

    CURRENT
    ai-agent, chinese, codex-skill, handdrawn, illustration, image-generation, xiaohei
    COPY-PASTE FIX
    ai-agent, chinese, codex-skill, handdrawn, illustration, image-generation, xiaohei, generative-ai, ai-content-creation, text-to-image

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 helloianneo/ian-xiaohei-illustrations
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. Stable Diffusion · recommended 2×
  3. Procreate · recommended 1×
  4. Adobe Fresco · recommended 1×
  5. Clip Studio Paint · recommended 1×
  • CATEGORY QUERY
    How to generate unique hand-drawn illustrations for Chinese articles and knowledge content?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Procreate
    4. Adobe Fresco
    5. Clip Studio Paint
    6. Krita

    AI recommended 6 alternatives but never named helloianneo/ian-xiaohei-illustrations. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI tool to create conceptual visual metaphors from complex text for content explanation.
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Stable Diffusion
    4. Adobe Firefly
    5. Canva's Magic Media

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