RRepoGEO

REPOGEO REPORT · LITE

SpartanJ/eepp

Default branch develop · commit 10588e3e · scanned 6/11/2026, 10:53:10 PM

GitHub: 619 stars · 53 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 SpartanJ/eepp, 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 paragraph to highlight core differentiators

    Why:

    CURRENT
    **eepp** is an open source cross-platform game and application development framework heavily focused on the development of rich graphical user interfaces.
    COPY-PASTE FIX
    **eepp** is a lightweight, open-source C++ cross-platform framework for developing high-performance 2D games and applications with rich graphical user interfaces, built with minimal external dependencies.
  • mediumcomparison#2
    Add a comparison section to the README or a dedicated file

    Why:

    COPY-PASTE FIX
    Add a new top-level section to the README titled 'Why eepp? (Compared to Alternatives)' or create a `COMPARISON.md` file. This section should briefly outline eepp's advantages (e.g., lightweight, C++ focus, specific UI features) compared to common alternatives like Qt, SFML, or Dear ImGui, for specific use cases.
  • lowtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    7guis, cpp, cross-platform-gui, css, game-engine, game-engine-framework, gui, opengl
    COPY-PASTE FIX
    7guis, cpp, cross-platform-gui, css, game-engine, game-engine-framework, gui, opengl, 2d-game-engine, ui-framework, c++-gui, minimal-dependencies, high-performance

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 SpartanJ/eepp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Qt
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Qt · recommended 2×
  2. JUCE · recommended 2×
  3. Unreal Engine · recommended 1×
  4. SFML · recommended 1×
  5. ImGui · recommended 1×
  • CATEGORY QUERY
    Which C++ framework helps build cross-platform games and applications with advanced graphical user interfaces?
    you: not recommended
    AI recommended (in order):
    1. Qt
    2. Unreal Engine
    3. SFML
    4. ImGui
    5. Cinder
    6. JUCE

    AI recommended 6 alternatives but never named SpartanJ/eepp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust C++ toolkit for developing visually rich, high-performance desktop and mobile UIs.
    you: not recommended
    AI recommended (in order):
    1. Qt
    2. Flutter
    3. Dear ImGui
    4. JUCE
    5. GTK
    6. Skia Graphics Engine

    AI recommended 6 alternatives but never named SpartanJ/eepp. 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 SpartanJ/eepp?
    pass
    AI named SpartanJ/eepp explicitly

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

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

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

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MARKDOWN (README)
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SpartanJ/eepp — 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