RRepoGEO

REPOGEO REPORT · LITE

eli64s/readme-ai

Default branch main · commit e2a5f0ab · scanned 5/14/2026, 5:57:38 PM

GitHub: 2,900 stars · 283 forks

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 eli64s/readme-ai, 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 to highlight AI-powered deep analysis

    Why:

    CURRENT
    The current README excerpt starts with a generic tagline, followed by an introduction that begins: 'ReadmeAI is a developer tool that automatically generates README files using a robust repository processing engine and advanced language models.'
    COPY-PASTE FIX
    Ensure the very first descriptive sentence in the README (after any badges or generic taglines) clearly states: 'ReadmeAI is an AI-powered command-line tool that automatically generates comprehensive README files by deeply analyzing your repository's structure, files, and dependencies, going beyond simple templates or basic prompts.'
  • mediumtopics#2
    Add more specific AI-powered CLI and code analysis topics

    Why:

    CURRENT
    agents, ai, ai-agents, ai-documentation, anthropic, badge-generator, cli, developer-tools, devtools, documentation, documentation-generator, gemini, gpt, markdown, markdown-generator, python, readme, readme-generator, readme-md-generator, readme-template
    COPY-PASTE FIX
    Add the following topics: ai-cli, code-analysis, repository-analysis, llm-powered. (Keep all existing relevant topics).
  • lowabout#3
    Refine the 'About' description for more specificity

    Why:

    CURRENT
    README file generator, powered by AI.
    COPY-PASTE FIX
    An AI-powered command-line tool that automatically generates comprehensive README files by deeply analyzing your repository's code and structure.

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 eli64s/readme-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
kefranabg/readme-md-generator
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. kefranabg/readme-md-generator · recommended 2×
  2. README.so · recommended 1×
  3. Make a README · recommended 1×
  4. GitHub's README Templates · recommended 1×
  5. Documatic CLI · recommended 1×
  • CATEGORY QUERY
    How can I quickly generate a comprehensive README file for my new project?
    you: not recommended
    AI recommended (in order):
    1. README.so
    2. README-Generator (by @kefranabg) (kefranabg/readme-md-generator)
    3. Make a README
    4. GitHub's README Templates
    5. readme-md-generator (npm package) (kefranabg/readme-md-generator)

    AI recommended 5 alternatives but never named eli64s/readme-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some AI-powered command-line tools for automating project documentation creation?
    you: not recommended
    AI recommended (in order):
    1. Documatic CLI
    2. Swimm CLI
    3. Mintlify CLI
    4. OpenAI API
    5. GitHub Copilot
    6. Tabnine

    AI recommended 6 alternatives but never named eli64s/readme-ai. 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 eli64s/readme-ai?
    pass
    AI did not name eli64s/readme-ai — 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 eli64s/readme-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named eli64s/readme-ai 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 eli64s/readme-ai solve, and who is the primary audience?
    pass
    AI named eli64s/readme-ai explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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