RRepoGEO

REPOGEO REPORT · LITE

qq362946/Fantasy

Default branch main · commit c25f4ce3 · scanned 5/20/2026, 4:37:53 PM

GitHub: 1,288 stars · 199 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
33 /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
2 / 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 qq362946/Fantasy, 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
  • highabout#1
    Clarify the repository description to emphasize its primary use case

    Why:

    CURRENT
    C # Game Framework, but not limited to games. Can be used for non game business development
    COPY-PASTE FIX
    A zero-reflection, high-performance C# game server framework for large-scale multiplayer online games, also suitable for general C# business development.
  • highreadme#2
    Add a clear statement in the README about Fantasy being an AI-assisted development framework

    Why:

    COPY-PASTE FIX
    Fantasy is a C# game server framework designed for AI-assisted development, offering a dedicated `fantasy-net` Skill for AI Agents like Claude and OpenAI models. This integration helps developers learn the framework, write code, design features, and review projects, significantly lowering the entry barrier.
  • mediumreadme#3
    Add a clear statement about the project's license(s) to the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify License Name(s) here, e.g., 'a custom license' or 'a combination of X and Y licenses']. Please refer to the LICENSE file for full details.

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 qq362946/Fantasy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Photon Server
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Photon Server · recommended 1×
  2. DarkRift2 · recommended 1×
  3. MirrorNetworking/Mirror · recommended 1×
  4. PlayFab · recommended 1×
  5. heroiclabs/nakama · recommended 1×
  • CATEGORY QUERY
    What are some high-performance C# game server frameworks for large-scale multiplayer online games?
    you: not recommended
    AI recommended (in order):
    1. Photon Server
    2. DarkRift2
    3. Mirror (MirrorNetworking/Mirror)
    4. PlayFab
    5. Nakama (heroiclabs/nakama)
    6. Lidgren.Network (lidgren/lidgren-network-gen3)

    AI recommended 6 alternatives but never named qq362946/Fantasy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there C# frameworks that integrate AI assistance for game development or business applications?
    you: not recommended
    AI recommended (in order):
    1. ML.NET (dotnet/machinelearning)
    2. Microsoft Cognitive Services (Azure AI Services)
    3. ONNX Runtime (microsoft/onnxruntime)
    4. TensorFlow.NET (SciSharp/TensorFlow.NET)
    5. Unity ML-Agents (Unity-Technologies/ml-agents)
    6. Bot Framework SDK (microsoft/botframework-sdk)

    AI recommended 6 alternatives but never named qq362946/Fantasy. 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 qq362946/Fantasy?
    pass
    AI named qq362946/Fantasy explicitly

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

  • If a team adopts qq362946/Fantasy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named qq362946/Fantasy 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 qq362946/Fantasy solve, and who is the primary audience?
    pass
    AI did not name qq362946/Fantasy — likely talking about a different project

    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 qq362946/Fantasy. 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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MARKDOWN (README)
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qq362946/Fantasy — 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