RRepoGEO

REPOGEO REPORT · LITE

filiksyos/gitreverse

Default branch main · commit 67290980 · scanned 6/5/2026, 3:32:34 AM

GitHub: 1,013 stars · 193 forks

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 filiksyos/gitreverse, 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 clarify core function

    Why:

    CURRENT
    Turn a **public GitHub repository** into a **single synthetic user prompt** that someone might paste into Cursor, Claude Code, Codex, etc. to vibe code the project from scratch.
    COPY-PASTE FIX
    GitReverse is a web application that **generates a single, synthetic AI prompt from any public GitHub repository's code**, enabling you to 'vibe code' projects from scratch using LLMs like Cursor or Claude Code.
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and adding the required license text.
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    prompt-engineering, reverse-engineering, vibe-coding
    COPY-PASTE FIX
    prompt-engineering, code-to-prompt, llm-tools, generative-ai, github-api, code-analysis

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 filiksyos/gitreverse
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 1×
  2. Code Llama / Llama 2 · recommended 1×
  3. OpenAI API · recommended 1×
  4. Cursor.sh · recommended 1×
  5. Continue.dev · recommended 1×
  • CATEGORY QUERY
    Need a tool to generate an AI prompt from a GitHub repository's code.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Code Llama / Llama 2
    3. OpenAI API
    4. Cursor.sh
    5. Continue.dev

    AI recommended 5 alternatives but never named filiksyos/gitreverse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a service that can infer a project's original prompt from its source code.
    you: not recommended
    AI recommended (in order):
    1. GPT-4
    2. Gemini
    3. Claude
    4. GitHub Copilot Enterprise
    5. Codey API
    6. SonarQube
    7. Understand
    8. Lattix
    9. IDA Pro
    10. Ghidra
    11. Confluence
    12. Notion
    13. Obsidian

    AI recommended 13 alternatives but never named filiksyos/gitreverse. 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 filiksyos/gitreverse?
    pass
    AI named filiksyos/gitreverse explicitly

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

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