RRepoGEO

REPOGEO REPORT · LITE

shobrook/adrenaline

Default branch master · commit 7520e9cc · scanned 6/27/2026, 5:23:10 PM

GitHub: 3,747 stars · 307 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
35 /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
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 shobrook/adrenaline, 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
  • highlicense#1
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0) in the repository root and add a line to the README stating the chosen license.
  • highreadme#2
    Reposition the README's opening to clarify Adrenaline's core function

    Why:

    CURRENT
    This is an issues-only repository for Adrenaline, **your AI expert on everything technical.**
    COPY-PASTE FIX
    Adrenaline is your AI expert for understanding and navigating codebases, answering complex technical questions, and generating explanatory diagrams. This repository is for issues and feedback related to the Adrenaline product.
  • mediumtopics#3
    Add more specific topics to improve category matching

    Why:

    CURRENT
    ai, chatbot, codegen, developer-tool, gpt-4, llm, static-analysis
    COPY-PASTE FIX
    ai, chatbot, codegen, developer-tool, gpt-4, llm, static-analysis, codebase-analysis, code-understanding, diagram-generation, technical-qa

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 shobrook/adrenaline
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. GitLab Duo Code Suggestions · recommended 1×
  3. AWS CodeWhisperer · recommended 1×
  4. Cursor · recommended 1×
  5. Sourcegraph · recommended 1×
  • CATEGORY QUERY
    How can an AI assistant help me understand and navigate large codebases?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. GitLab Duo Code Suggestions
    3. AWS CodeWhisperer
    4. Cursor
    5. Sourcegraph
    6. Cody
    7. OpenAI ChatGPT
    8. Google Gemini
    9. Code Llama
    10. StarCoder
    11. Tabnine

    AI recommended 11 alternatives but never named shobrook/adrenaline. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can answer complex technical questions and generate explanatory diagrams?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. DALL-E 3
    3. GPT-4V
    4. Claude 3 Opus
    5. Google Gemini Advanced
    6. Gemini Ultra
    7. Microsoft Copilot
    8. Copilot Pro
    9. Midjourney
    10. Diagrams.net

    AI recommended 10 alternatives but never named shobrook/adrenaline. 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 shobrook/adrenaline?
    pass
    AI named shobrook/adrenaline explicitly

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

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

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

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shobrook/adrenaline — 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