RRepoGEO

REPOGEO REPORT · LITE

marc2332/freya

Default branch main · commit 74a6d2ae · scanned 6/22/2026, 9:31:49 AM

GitHub: 2,785 stars · 124 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)

2 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 marc2332/freya, 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
    Add a dedicated 'What is Freya?' section to the README

    Why:

    COPY-PASTE FIX
    ## What is Freya?

Freya is a **cross-platform, native, declarative GUI library for Rust 🦀** designed for building high-performance desktop applications. It leverages Skia for rendering and offers a component-based model for creating reusable UI elements. Think of it as a modern toolkit for crafting beautiful, native user interfaces with Rust.
  • hightopics#2
    Refine repository topics for better categorization

    Why:

    CURRENT
    cross-platform, dioxus, gui, hacktoberfest, rust, skia
    COPY-PASTE FIX
    cross-platform, gui, rust, skia, desktop-apps, native-ui, declarative-ui, ui-framework
  • mediumcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Freya stands out by offering a declarative, native GUI experience for Rust, powered by Skia for high-performance 2D graphics. While similar to frameworks like Dioxus, egui, and iced in its declarative approach, Freya focuses on providing a robust, cross-platform solution with a strong emphasis on customizability and a rich component model. Unlike web-based solutions like Tauri, Freya builds truly native desktop applications without a web runtime.

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 marc2332/freya
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Dioxus
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Dioxus · recommended 2×
  2. egui · recommended 2×
  3. iced · recommended 2×
  4. Slint · recommended 2×
  5. Tauri · recommended 1×
  • CATEGORY QUERY
    How to build native, cross-platform desktop applications using Rust for the UI?
    you: not recommended
    AI recommended (in order):
    1. Tauri
    2. Dioxus
    3. egui
    4. iced
    5. Relm4
    6. Slint
    7. Orbital

    AI recommended 7 alternatives but never named marc2332/freya. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a declarative Rust GUI framework with high-performance 2D graphics rendering.
    you: not recommended
    AI recommended (in order):
    1. Slint
    2. Dioxus
    3. egui
    4. iced
    5. druid

    AI recommended 5 alternatives but never named marc2332/freya. 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 marc2332/freya?
    pass
    AI named marc2332/freya explicitly

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

  • If a team adopts marc2332/freya in production, what risks or prerequisites should they evaluate first?
    pass
    AI named marc2332/freya 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 marc2332/freya solve, and who is the primary audience?
    pass
    AI named marc2332/freya explicitly

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

Embed your GEO score

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marc2332/freya — 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