RRepoGEO

REPOGEO REPORT · LITE

abhagsain/ai-cli

Default branch master · commit 39d1c6f8 · scanned 5/13/2026, 10:17:00 AM

GitHub: 1,176 stars · 61 forks

AI VISIBILITY SCORE
28 /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
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 abhagsain/ai-cli, 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 clearly state its AI-powered command generation purpose

    Why:

    CURRENT
    <h1 align="center"> GPT3 Powered CLI </h1>

<p align="center">
 <a href="https://oclif.io"></a>
 <a href="https://npmjs.org/package/@abhagsain/ai-cli"></a>
 <a href="https://npmjs.org/package/@abhagsain/ai-cli"></a>
 <a href="https://news.ycombinator.com/item?id=33651326"></a>

</p>
    COPY-PASTE FIX
    <h1 align="center"> ai-cli: Your AI-Powered Command-Line Assistant </h1>
<p align="center">
  Get instant answers and generate complex CLI commands using ChatGPT, directly from your terminal.
  Stop memorizing syntax – just ask!
</p>
  • mediumtopics#2
    Expand topics to include more specific AI-powered CLI assistant keywords

    Why:

    CURRENT
    ai, chatgpt, cli, gpt3, gpt3-cli, openai
    COPY-PASTE FIX
    ai, chatgpt, cli, gpt3, gpt3-cli, openai, terminal-assistant, shell-ai, command-generator, cli-assistant
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/abhagsain/ai-cli

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 abhagsain/ai-cli
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
tldr-pages/tldr
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. tldr-pages/tldr · recommended 1×
  2. man · recommended 1×
  3. apropos · recommended 1×
  4. cheat/cheat · recommended 1×
  5. santinic/how2 · recommended 1×
  • CATEGORY QUERY
    How can I quickly find command-line syntax and usage examples without leaving my terminal?
    you: not recommended
    AI recommended (in order):
    1. tldr (tldr-pages/tldr)
    2. man
    3. apropos
    4. cheat (cheat/cheat)
    5. how2 (santinic/how2)
    6. explainshell.com (idank/explainshell)
    7. curl (curl/curl)
    8. zsh-autosuggestions (zsh-users/zsh-autosuggestions)

    AI recommended 8 alternatives but never named abhagsain/ai-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tool provides AI-powered assistance for terminal commands directly within the command line?
    you: not recommended
    AI recommended (in order):
    1. Fig AI
    2. Warp
    3. Aider
    4. shell-genie
    5. GitHub Copilot CLI
    6. ai-shell

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

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

Embed your GEO score

Drop this badge into the README of abhagsain/ai-cli. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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