RRepoGEO

REPOGEO REPORT · LITE

Dammyjay93/interface-design

Default branch main · commit 8c407c1c · scanned 5/13/2026, 2:57:29 PM

GitHub: 4,813 stars · 322 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 Dammyjay93/interface-design, 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 the README's opening to highlight 'Claude Code' and 'design engineering'

    Why:

    CURRENT
    <p align="center">
  <strong>Craft · Memory · Consistency</strong>
</p>

<p align="center">
  Build interfaces with intention. Remember decisions across sessions. Maintain systematic consistency.
</p>
    COPY-PASTE FIX
    <p align="center">
  <strong>Design Engineering for Claude Code: Craft · Memory · Consistency</strong>
</p>

<p align="center">
  Build interfaces with intention when generating UI with Claude. Remember design decisions across sessions. Maintain systematic consistency.
</p>
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    design-engineering, ui-consistency, ai-design, claude-code, design-system, ui-design, front-end-development, generative-ai
  • mediumreadme#3
    Add a 'What Interface Design Is Not' section to the README

    Why:

    COPY-PASTE FIX
    ## What Interface Design Is Not

Interface Design is not a static UI showcase or a collection of pre-built components. It is also not a general-purpose design tool like Figma or Sketch. Instead, it is a system designed to help you manage and enforce design decisions specifically when building user interfaces with AI, particularly Claude 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 Dammyjay93/interface-design
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. Adobe XD · recommended 2×
  3. Chromatic · recommended 2×
  4. Storybook · recommended 1×
  5. Sketch · recommended 1×
  • CATEGORY QUERY
    How can I enforce consistent UI design principles across application development sessions?
    you: not recommended
    AI recommended (in order):
    1. Storybook
    2. Figma
    3. Sketch
    4. Adobe XD
    5. Chromatic
    6. Style Dictionary
    7. ESLint
    8. Stylelint
    9. ZeroHeight
    10. Frontify
    11. Specify
    12. Nx
    13. Lerna
    14. Turborepo

    AI recommended 14 alternatives but never named Dammyjay93/interface-design. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help maintain a systematic design language for internal dashboards and apps?
    you: not recommended
    AI recommended (in order):
    1. Figma
    2. Storybook (storybookjs/storybook)
    3. Zeroheight
    4. Chromatic
    5. Style Dictionary (amzn/style-dictionary)
    6. Lerna (lerna/lerna)
    7. Nx (nrwl/nx)
    8. Adobe XD

    AI recommended 8 alternatives but never named Dammyjay93/interface-design. 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 Dammyjay93/interface-design?
    pass
    AI named Dammyjay93/interface-design explicitly

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

  • If a team adopts Dammyjay93/interface-design in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Dammyjay93/interface-design 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 Dammyjay93/interface-design solve, and who is the primary audience?
    pass
    AI did not name Dammyjay93/interface-design — 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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Dammyjay93/interface-design — 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