RRepoGEO

REPOGEO REPORT · LITE

vcmi/vcmi

Default branch develop · commit 2f1a384b · scanned 5/8/2026, 3:22:31 PM

GitHub: 5,629 stars · 610 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 vcmi/vcmi, 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 emphasize specific niche

    Why:

    CURRENT
    VCMI is an open-source recreation of Heroes of Might & Magic III engine, giving it new and extended possibilities.
    COPY-PASTE FIX
    VCMI is an open-source, cross-platform engine recreation for the classic turn-based strategy game Heroes of Might & Magic III, providing a modern and extensible platform for players and modders.
  • mediumtopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    android, c-plus-plus, cmake, cpp, game, ios, linux, macos, sdl2, windows
    COPY-PASTE FIX
    android, c-plus-plus, cmake, cpp, game, ios, linux, macos, sdl2, windows, heroes-of-might-and-magic-iii, homm3, turn-based-strategy, game-engine-recreation, modding-platform, classic-game-remake
  • lowcomparison#3
    Add a brief comparison section to the README

    Why:

    COPY-PASTE FIX
    ## VCMI vs. Original Heroes III

VCMI is a complete reimplementation of the Heroes of Might and Magic III engine. Unlike the original game, VCMI offers extensive modding capabilities, cross-platform support, and ongoing development, allowing for new content and features beyond the scope of the classic title.

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 vcmi/vcmi
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Godot Engine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Godot Engine · recommended 2×
  2. Ogre3D · recommended 2×
  3. SDL · recommended 2×
  4. OpenRA · recommended 1×
  5. Urho3D · recommended 1×
  • CATEGORY QUERY
    What open-source C++ game engine can I use to recreate classic strategy games?
    you: not recommended
    AI recommended (in order):
    1. OpenRA
    2. Godot Engine
    3. Ogre3D
    4. Urho3D
    5. Panda3D
    6. SDL
    7. OpenGL
    8. Vulkan

    AI recommended 8 alternatives but never named vcmi/vcmi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cross-platform C++ framework to develop turn-based strategy games.
    you: not recommended
    AI recommended (in order):
    1. Unreal Engine
    2. Godot Engine
    3. SFML
    4. SDL
    5. Qt
    6. Ogre3D

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

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

  • If a team adopts vcmi/vcmi in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vcmi/vcmi 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 vcmi/vcmi solve, and who is the primary audience?
    pass
    AI named vcmi/vcmi 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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MARKDOWN (README)
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vcmi/vcmi — 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