RRepoGEO

REPOGEO REPORT · LITE

op7418/Document-illustrator-skill

Default branch main · commit 8344815d · scanned 6/17/2026, 8:12:53 AM

GitHub: 550 stars · 62 forks

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 op7418/Document-illustrator-skill, 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 README H1 and opening paragraph to clarify AI-powered document illustration

    Why:

    CURRENT
    # Document Illustrator

**Document Illustrator** 是一个 Claude Code Skill，它能智能理解文档内容，自动归纳核心要点，并为每个主题生成专业配图。
    COPY-PASTE FIX
    # AI Document Illustrator

**AI Document Illustrator** 是一个 Claude Code Skill，它能智能理解文档内容，自动归纳核心要点，并为每个主题生成专业配图。
  • mediumabout#2
    Refine the 'About' description to emphasize AI

    Why:

    CURRENT
    帮你从文档生成对应的多张配图，内置了歸藏精心探索的图片风格，支持 16:9 和 3:4 两种比例，方便发小红书以及推特。
    COPY-PASTE FIX
    基于AI智能分析，从文档生成多张配图。内置歸藏精心探索的图片风格，支持16:9和3:4比例，方便发小红书及推特。

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 op7418/Document-illustrator-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. DALL-E 3 · recommended 1×
  3. Adobe Firefly · recommended 1×
  4. Stable Diffusion · recommended 1×
  5. Canva's Magic Media · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate professional illustrations for my document content using AI?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Adobe Firefly
    4. Stable Diffusion
    5. Canva's Magic Media
    6. Leonardo.Ai

    AI recommended 6 alternatives but never named op7418/Document-illustrator-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create stylized images from text for social media platforms like Twitter?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Adobe Express
    3. Figma
    4. PicMonkey
    5. Snappa
    6. Crello
    7. Over

    AI recommended 7 alternatives but never named op7418/Document-illustrator-skill. 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 op7418/Document-illustrator-skill?
    pass
    AI named op7418/Document-illustrator-skill explicitly

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

  • If a team adopts op7418/Document-illustrator-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named op7418/Document-illustrator-skill 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 op7418/Document-illustrator-skill solve, and who is the primary audience?
    pass
    AI did not name op7418/Document-illustrator-skill — 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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