RRepoGEO

REPOGEO REPORT · LITE

abhagsain/ai-cli

Default branch master · commit 39d1c6f8 · scanned 6/23/2026, 9:22:00 PM

GitHub: 1,174 stars · 60 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)

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

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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics for AI command generation and terminal assistance

    Why:

    CURRENT
    ai, chatgpt, cli, gpt3, gpt3-cli, openai
    COPY-PASTE FIX
    ai, chatgpt, cli, gpt3, gpt3-cli, openai, natural-language-processing, command-generation, shell-commands, terminal-assistant
  • mediumhomepage#2
    Add the repository URL as the homepage

    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
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. tldr · recommended 1×
  2. cheat.sh · recommended 1×
  3. `man` command · recommended 1×
  4. `--help` or `-h` flag · recommended 1×
  5. `apropos` command · recommended 1×
  • CATEGORY QUERY
    How can I get quick explanations for command line utilities directly in my terminal?
    you: not recommended
    AI recommended (in order):
    1. tldr
    2. cheat.sh
    3. `man` command
    4. `--help` or `-h` flag
    5. `apropos` command
    6. Explain Shell

    AI recommended 6 alternatives but never named abhagsain/ai-cli. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some tools to generate complex shell commands using natural language input?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. ShellGPT (SGPT)
    3. Aider
    4. Fig AI
    5. Google Gemini
    6. OpenAI ChatGPT
    7. Perplexity AI

    AI recommended 7 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?

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abhagsain/ai-cli — 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