RRepoGEO

REPOGEO REPORT · LITE

eli64s/readme-ai

Default branch main · commit 86edfa13 · scanned 6/25/2026, 7:36:59 AM

GitHub: 2,929 stars · 286 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
65 /100
Needs work
Category recall
1 / 2
Avg rank #4.0 when recommended
Rule findings
2 pass · 0 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 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 README's opening to emphasize CLI and markdown documentation

    Why:

    CURRENT
    <p align="center">
  <em>Designed for simplicity, customization, and developer productivity.</em>
</p>
    COPY-PASTE FIX
    <p align="center">
  <em>An AI-powered CLI tool for generating comprehensive markdown READMEs and project documentation.</em>
</p>
  • mediumcomparison#2
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new top-level section to the README, for example, `## Comparison with Other Tools`, and include a brief table or bullet points comparing `readme-ai` to tools like Documatic CLI, focusing on its unique strengths for README generation.
  • lowreadme#3
    Explicitly list 'CLI' and 'Markdown Documentation' in features

    Why:

    COPY-PASTE FIX
    Within the 'Features' section or 'Intro', add explicit bullet points or sentences stating: 'Command-Line Interface (CLI) for seamless integration' and 'Generates comprehensive markdown documentation (READMEs)'.

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
1 / 2
50% of queries surface eli64s/readme-ai
Avg rank
#4.0
Lower is better. #1 = top recommendation.
Share of voice
9%
Of all named tools, what % are you?
Top rival
GitHub Copilot X
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot X · recommended 1×
  2. ChatGPT · recommended 1×
  3. Claude · recommended 1×
  4. Google Gemini · recommended 1×
  5. Documatic CLI · recommended 1×
  • CATEGORY QUERY
    How can I quickly generate a comprehensive project README using an AI assistant?
    you: #4
    AI recommended (in order):
    1. GitHub Copilot X
    2. ChatGPT
    3. Claude
    4. README-AI ← you
    5. Google Gemini
    Show full AI answer
  • CATEGORY QUERY
    What are the best CLI tools for generating markdown documentation with AI models?
    you: not recommended
    AI recommended (in order):
    1. Documatic CLI
    2. OpenAI CLI
    3. Llama.cpp
    4. ollama
    5. GitHub Copilot CLI
    6. curl

    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 named eli64s/readme-ai explicitly

    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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eli64s/readme-ai — 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