RRepoGEO

REPOGEO REPORT · LITE

dtnewman/zev

Default branch main · commit 4eadd2eb · scanned 6/2/2026, 1:17:53 PM

GitHub: 723 stars · 50 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 dtnewman/zev, 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
    Add a clear, descriptive tagline to the README's main title

    Why:

    CURRENT
    # Zev 🔍
    COPY-PASTE FIX
    # Zev 🔍 - AI-powered CLI to remember and generate terminal commands
  • hightopics#2
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    cli, llm
    COPY-PASTE FIX
    cli, llm, terminal, shell, command-line, productivity, ai-assistant, code-generation, developer-tools
  • mediumhomepage#3
    Set the repository's homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/dtnewman/zev

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 dtnewman/zev
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Aider
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Aider · recommended 2×
  2. Fig · recommended 1×
  3. Warp · recommended 1×
  4. GitHub Copilot CLI · recommended 1×
  5. Explain Shell · recommended 1×
  • CATEGORY QUERY
    How can I quickly recall complex terminal commands using natural language?
    you: not recommended
    AI recommended (in order):
    1. Fig
    2. Aider
    3. Warp
    4. GitHub Copilot CLI
    5. Explain Shell
    6. TLDR Pages
    7. Custom Shell Aliases/Functions with Comments

    AI recommended 7 alternatives but never named dtnewman/zev. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there any command-line tools that use AI to generate shell commands?
    you: not recommended
    AI recommended (in order):
    1. Fig AI
    2. Aider
    3. Shell Genie
    4. TermGPT
    5. Open Interpreter
    6. ai-shell

    AI recommended 6 alternatives but never named dtnewman/zev. 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 dtnewman/zev?
    pass
    AI named dtnewman/zev explicitly

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

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

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

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dtnewman/zev — 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