RRepoGEO

REPOGEO REPORT · LITE

DrEAmSs59/CS2-insight-agent

Default branch main · commit 8353dd61 · scanned 6/3/2026, 7:22:19 AM

GitHub: 517 stars · 34 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 DrEAmSs59/CS2-insight-agent, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    cs2, counter-strike, game-analysis, ai-commentary, video-editing, demo-parser, highlight-generator, llm, obs-studio, desktop-app, automation
  • highreadme#2
    Add a concise, benefit-driven opening statement to the README

    Why:

    CURRENT
    The current README starts with an H1, H3, H4.
    COPY-PASTE FIX
    Add the following sentence immediately after the H4 taglines: "CS2-Insight-Agent 是一款为 Counter-Strike 2 玩家打造的桌面端智能电竞终端，它能自动解析 Demo 录像，提取高光/下饭/梗死亡时刻，并可调用 LLM 生成毒舌锐评与评分，通过 OBS 全自动控制 CS2 回放录制成片，开箱即用。"
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    Set the repository homepage URL to `https://github.com/DrEAmSs59/CS2-insight-agent` (or a dedicated project page if one exists, e.g., on Bilibili, if it's more appropriate).

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 DrEAmSs59/CS2-insight-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
FFmpeg
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. FFmpeg · recommended 2×
  2. Clarity · recommended 1×
  3. GoDemos · recommended 1×
  4. Demoinfo · recommended 1×
  5. CS:GO Demos Manager · recommended 1×
  • CATEGORY QUERY
    How to automatically find and edit Counter-Strike 2 highlights from demo files?
    you: not recommended
    AI recommended (in order):
    1. Clarity
    2. GoDemos
    3. Demoinfo
    4. CS:GO Demos Manager
    5. demoui
    6. startmovie
    7. host_framerate
    8. host_timescale
    9. mirv_demojacker
    10. HLAE
    11. FFmpeg
    12. DaVinci Resolve
    13. Shotcut

    AI recommended 13 alternatives but never named DrEAmSs59/CS2-insight-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to analyze CS2 gameplay demos with AI commentary and automatic clip generation.
    you: not recommended
    AI recommended (in order):
    1. Refrag.gg
    2. Leetify
    3. SCOPE.GG
    4. Valo.gg
    5. Go-CS2-Demo-Parser (markus-wa/go-cs2-demo-parser)
    6. OpenAI's GPT-4o
    7. Google's Gemini
    8. FFmpeg
    9. moviepy

    AI recommended 9 alternatives but never named DrEAmSs59/CS2-insight-agent. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 DrEAmSs59/CS2-insight-agent?
    pass
    AI did not name DrEAmSs59/CS2-insight-agent — 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?

  • If a team adopts DrEAmSs59/CS2-insight-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named DrEAmSs59/CS2-insight-agent 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 DrEAmSs59/CS2-insight-agent solve, and who is the primary audience?
    pass
    AI named DrEAmSs59/CS2-insight-agent explicitly

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

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DrEAmSs59/CS2-insight-agent — 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