RRepoGEO

REPOGEO REPORT · LITE

tech-systems/panes

Default branch master · commit 2b1360ca · scanned 6/13/2026, 3:56:48 PM

GitHub: 730 stars · 42 forks

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 tech-systems/panes, 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 statement to explicitly state it's a JavaScript UI library

    Why:

    CURRENT
    Cupertino Panes is multi-functional modals, cards & panes with touch technologies.
    COPY-PASTE FIX
    Cupertino Panes is a lightweight, dependency-free JavaScript UI library for creating multi-functional modals, cards & panes with native-like touch technologies.
  • hightopics#2
    Refine repository topics to remove misleading ones and add more specific UI-related terms

    Why:

    CURRENT
    ai-agents, card, chatbot, cordova, mobile, modal, sheet
    COPY-PASTE FIX
    javascript, ui-library, web-components, modals, cards, panes, bottom-sheet, mobile-ui, touch-ui, ios-style, cordova
  • mediumabout#3
    Enhance the 'About' description to explicitly state it's a JavaScript UI library

    Why:

    CURRENT
    🎉📱 Create dynamic modals, cards, panes for your applications in few steps. Any framework and free.
    COPY-PASTE FIX
    🎉📱 A lightweight, dependency-free JavaScript UI library to create dynamic modals, cards, and panes for your applications in a few steps. Works with any framework and is free.

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 tech-systems/panes
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vaadin/web-components
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vaadin/web-components · recommended 1×
  2. ionic-team/ionic-framework · recommended 1×
  3. osamaq/react-bottom-sheet · recommended 1×
  4. framer/motion · recommended 1×
  5. nolimits4web/swiper · recommended 1×
  • CATEGORY QUERY
    How to implement native-like swipeable bottom sheets or modals for mobile web applications?
    you: not recommended
    AI recommended (in order):
    1. Vaadin components (vaadin/web-components)
    2. Ionic Framework (ionic-team/ionic-framework)
    3. React Bottom Sheet (osamaq/react-bottom-sheet)
    4. Framer Motion (framer/motion)
    5. Swiper.js (nolimits4web/swiper)
    6. Headless UI (tailwindlabs/headlessui)

    AI recommended 6 alternatives but never named tech-systems/panes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a lightweight library to create iOS-style dynamic panels with smooth animations.
    you: not recommended
    AI recommended (in order):
    1. FloatingPanel
    2. SPMFloatingPanel
    3. BottomSheet
    4. Pulley
    5. PanModal

    AI recommended 5 alternatives but never named tech-systems/panes. 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 tech-systems/panes?
    pass
    AI named tech-systems/panes explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of tech-systems/panes. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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tech-systems/panes — 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