RRepoGEO

REPOGEO REPORT · LITE

ovh/shai

Default branch main · commit c9cb88d0 · scanned 6/8/2026, 8:27:05 AM

GitHub: 613 stars · 56 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 ovh/shai, 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 paragraph to clarify its core function

    Why:

    CURRENT
    # SHAI

shai is a coding agent, your pair programming buddy that lives in the terminal. Written in rust with love <3
    COPY-PASTE FIX
    # SHAI

shai is a powerful, open-source **AI coding agent** designed to be your **pair programming buddy** directly within your **terminal**. Built in Rust, it helps you **write code, fix bugs, and automate tasks** as a **command-line AI tool**.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    agentic-ai, ai, cli, coding-assistant, hacktoberfest
    COPY-PASTE FIX
    agentic-ai, ai, cli, coding-assistant, hacktoberfest, terminal-assistant, shell-assistant, pair-programming, code-generation, bug-fixing
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/ovh/shai (or a dedicated project page if one exists)

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 ovh/shai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Fig AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Fig AI · recommended 2×
  2. Aider · recommended 2×
  3. Cursor · recommended 1×
  4. Warp · recommended 1×
  5. GitHub Copilot · recommended 1×
  • CATEGORY QUERY
    Looking for an AI-powered coding assistant that operates directly within my terminal.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Fig AI
    3. Warp
    4. GitHub Copilot
    5. ShellGPT (SGPT)
    6. Aider

    AI recommended 6 alternatives but never named ovh/shai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What command-line AI tools can suggest fixes for failed shell commands and automate tasks?
    you: not recommended
    AI recommended (in order):
    1. Fig AI
    2. Aider
    3. ShellGPT (sgpt)
    4. TermGPT
    5. GitHub Copilot CLI (gh copilot)

    AI recommended 5 alternatives but never named ovh/shai. 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 ovh/shai?
    pass
    AI named ovh/shai explicitly

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

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

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

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ovh/shai — 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