RRepoGEO

REPOGEO REPORT · LITE

ZSeven-W/openpencil

Default branch main · commit e8ed1985 · scanned 6/26/2026, 9:58:07 PM

GitHub: 3,456 stars · 354 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /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
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 ZSeven-W/openpencil, 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
    Prominently differentiate from other 'OpenPencil' projects in README

    Why:

    CURRENT
    The current README has a small note about another project with the same name, which is not sufficiently prominent.
    COPY-PASTE FIX
    Move the differentiation statement to the very top of the README, immediately after the main title/tagline. For example: '⚠️ IMPORTANT: This is ZSeven-W/openpencil, the world's first open-source AI-native vector design tool. Do not confuse it with other projects also named 'OpenPencil' which are simple drawing applications for macOS/Windows/Electron.'
  • mediumtopics#2
    Add high-signal topics for AI design tools and agent teams

    Why:

    CURRENT
    agent, agent-team, ai, claude, claude-code, codex, fimga, flutter, html, mcp, opencode, openpencil, pencil, react, react-native, svelte, ui, vibecoding, vibedesign, vue
    COPY-PASTE FIX
    agent, agent-team, ai, claude, claude-code, codex, fimga, flutter, html, mcp, opencode, openpencil, pencil, react, react-native, svelte, ui, vibecoding, vibedesign, vue, ai-design-tool, vector-graphics, ui-generation, design-automation, generative-ai, agentic-ai, design-as-code
  • mediumcomparison#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a 'Comparison' section to the README, detailing how OpenPencil differentiates itself from AI-powered design tools like Figma, Uizard, or Galileo AI, focusing on its unique features like concurrent Agent Teams and Design-as-Code.

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 ZSeven-W/openpencil
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Figma
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Figma · recommended 2×
  2. Magician · recommended 1×
  3. Builder.io's Figma Plugin · recommended 1×
  4. Uizard · recommended 1×
  5. Galileo AI · recommended 1×
  • CATEGORY QUERY
    How can I generate UI designs from prompts using an AI-powered vector tool?
    you: not recommended
    AI recommended (in order):
    1. Figma
    2. Magician
    3. Builder.io's Figma Plugin
    4. Uizard
    5. Galileo AI
    6. Midjourney
    7. Adobe Illustrator
    8. Image Trace
    9. Inkscape
    10. Trace Bitmap
    11. Vector Magic
    12. Stable Diffusion
    13. ControlNet
    14. Adobe Firefly

    AI recommended 14 alternatives but never named ZSeven-W/openpencil. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source design tool that uses AI agents for collaborative UI creation.
    you: not recommended
    AI recommended (in order):
    1. Penpot
    2. Figma
    3. Magician for Figma
    4. Genius by Uizard
    5. Plasmic
    6. Storybook
    7. Docz
    8. GIMP
    9. Krita
    10. VS Code
    11. GitHub Copilot

    AI recommended 11 alternatives but never named ZSeven-W/openpencil. 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 ZSeven-W/openpencil?
    pass
    AI named ZSeven-W/openpencil explicitly

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

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

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

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ZSeven-W/openpencil — 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