RRepoGEO

REPOGEO REPORT · LITE

paxdotdev/pax

Default branch dev · commit ac2bc729 · scanned 6/7/2026, 5:13:29 AM

GitHub: 523 stars · 29 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 paxdotdev/pax, 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 statement

    Why:

    CURRENT
    # Pax

**Design and build user interfaces that run anywhere.**

Pax is two things that work together: (1) a vector design tool and (2) a cross-platform user interface engine.
    COPY-PASTE FIX
    # Pax: A Rust-native UI Engine with an Integrated Vector Design Tool

**Design and build high-performance, cross-platform user interfaces for web and native apps, powered by Rust and an integrated visual builder.** Pax combines a vector design tool (Pax Designer) with a powerful UI engine (Pax Engine) to deliver a seamless development experience.
  • mediumreadme#2
    Highlight GPU acceleration and modern features earlier in README

    Why:

    COPY-PASTE FIX
    Add a dedicated, prominent line or bullet point near the top of the README (e.g., in a "Why Pax?" or "Key Features" section, or immediately after the opening paragraph) that states: `**GPU-Accelerated Rendering:** Experience smooth, high-performance vector graphics and animations, leveraging the GPU for optimal performance.`
  • lowcomparison#3
    Add a "Comparison" section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README titled `## Comparison to other UI Frameworks` or `## Why Pax?` that briefly outlines how Pax differentiates itself from frameworks like Slint, Dioxus, Tauri (Rust-native UI frameworks) and Flutter/React Native (cross-platform UI frameworks), specifically highlighting the integrated vector design tool and Rust-native GPU rendering.

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 paxdotdev/pax
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Slint
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Slint · recommended 1×
  2. Dioxus · recommended 1×
  3. egui · recommended 1×
  4. Tauri · recommended 1×
  5. GTK-RS · recommended 1×
  • CATEGORY QUERY
    How can I build cross-platform UIs using Rust with an integrated visual design tool?
    you: not recommended
    AI recommended (in order):
    1. Slint
    2. Dioxus
    3. egui
    4. Tauri
    5. GTK-RS
    6. Qt for Rust

    AI recommended 6 alternatives but never named paxdotdev/pax. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are modern GPU-accelerated UI frameworks for building responsive web and native apps?
    you: not recommended
    AI recommended (in order):
    1. Flutter (flutter/flutter)
    2. React Native (facebook/react-native)
    3. Electron (electron/electron)
    4. React (facebook/react)
    5. Vue (vuejs/core)
    6. Angular (angular/angular)
    7. Qt (qt/qt)
    8. QML (qt/qtdeclarative)
    9. .NET MAUI (dotnet/maui)
    10. Blazor Hybrid (dotnet/aspnetcore)
    11. Svelte (sveltejs/svelte)
    12. Svelte Native (svelte-native/svelte-native)
    13. NativeScript (NativeScript/NativeScript)

    AI recommended 13 alternatives but never named paxdotdev/pax. 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 paxdotdev/pax?
    pass
    AI named paxdotdev/pax explicitly

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

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

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

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paxdotdev/pax — 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