RRepoGEO

REPOGEO REPORT · LITE

axtonliu/smart-illustrator

Default branch main · commit 51408881 · scanned 6/28/2026, 7:32:00 PM

GitHub: 501 stars · 71 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 axtonliu/smart-illustrator, 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 paragraph to highlight unique value

    Why:

    CURRENT
    # Smart Illustrator

Intelligent article illustration Skill for Claude Code with **tri-engine system**: automatically selects Gemini (for creative visuals), Excalidraw (for hand-drawn diagrams), or Mermaid (for structured diagrams) based on content type.
    COPY-PASTE FIX
    # Smart Illustrator: AI-Powered System for Contextual Article & Content Visuals

Smart Illustrator is an AI-powered system for newsletter writers, YouTube creators, technical bloggers, and course instructors. It generates contextual illustrations for articles and content in minutes, solving the problem of time-consuming manual design, irrelevant stock photos, and generic AI tools.
  • mediumtopics#2
    Refine repository topics for better categorization

    Why:

    CURRENT
    ai-illustration, best-effort, claude-code, claude-skills, content-creation, gemini-api, mermaid, youtube-thumbnails
    COPY-PASTE FIX
    ai-illustration, best-effort, claude-code, claude-skills, content-creation, gemini-api, mermaid, youtube-thumbnails, generative-ai-system, content-automation, technical-content, diagram-generation, article-illustration, blogging-tools
  • lowreadme#3
    Explicitly state the license in the README

    Why:

    COPY-PASTE FIX
    Add the following line to the README, ideally near the top: `This project is licensed under the MIT License.`

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 axtonliu/smart-illustrator
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. Canva · recommended 2×
  3. Diagrams.net · recommended 2×
  4. DALL-E 3 · recommended 1×
  5. ChatGPT Plus · recommended 1×
  • CATEGORY QUERY
    How to automatically generate relevant illustrations for technical articles and blog posts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. ChatGPT Plus
    4. Copilot Pro
    5. Stable Diffusion
    6. Automatic1111 WebUI
    7. Leonardo.AI
    8. DreamStudio
    9. Canva
    10. Adobe Firefly
    11. Photoshop
    12. Illustrator
    13. Diagrams.net
    14. Lucidchart
    15. Miro
    16. Piktochart
    17. Infogram

    AI recommended 17 alternatives but never named axtonliu/smart-illustrator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can create diverse diagrams and visuals for content using AI assistance?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus / DALL-E 3
    2. Midjourney
    3. Canva
    4. Microsoft Designer
    5. Diagrams.net
    6. Beautiful.ai

    AI recommended 6 alternatives but never named axtonliu/smart-illustrator. 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 axtonliu/smart-illustrator?
    pass
    AI named axtonliu/smart-illustrator explicitly

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

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

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

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