RRepoGEO

REPOGEO REPORT · LITE

jnsahaj/lumen

Default branch main · commit dd38dbe6 · scanned 5/19/2026, 1:06:53 PM

GitHub: 2,290 stars · 98 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
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 jnsahaj/lumen, 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
    Update README's opening sentence to highlight both core features

    Why:

    CURRENT
    A fast terminal diff viewer and code review TUI, written in Rust.
    COPY-PASTE FIX
    lumen is a beautiful git diff viewer and code review TUI, written in Rust, that also generates AI-powered commit messages and summaries of changes, all from the CLI.
  • mediumabout#2
    Refine the repository description for clearer AI categorization

    Why:

    CURRENT
    Beautiful git diff viewer, generate commits with AI, get summary of changes, all from the CLI
    COPY-PASTE FIX
    A fast, beautiful CLI for git diff viewing and code review, featuring AI-powered commit message generation and change summaries.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/jnsahaj/lumen

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 jnsahaj/lumen
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jesseduffield/lazygit
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. jesseduffield/lazygit · recommended 1×
  2. dandavison/delta · recommended 1×
  3. so-fancy/diff-so-fancy · recommended 1×
  4. vimdiff · recommended 1×
  5. meld · recommended 1×
  • CATEGORY QUERY
    What are the best terminal-based tools for side-by-side git diff viewing and code review?
    you: not recommended
    AI recommended (in order):
    1. lazygit (jesseduffield/lazygit)
    2. delta (dandavison/delta)
    3. diff-so-fancy (so-fancy/diff-so-fancy)
    4. vimdiff
    5. meld
    6. tig (jonas/tig)

    AI recommended 6 alternatives but never named jnsahaj/lumen. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a CLI tool to generate AI-powered commit messages and summarize code changes.
    you: not recommended
    AI recommended (in order):
    1. Commitizen
    2. cz-conventional-commits-ai
    3. AITable
    4. CommitGPT
    5. OpenAI CLI
    6. GitMind
    7. Codeium
    8. GitHub Copilot CLI

    AI recommended 8 alternatives but never named jnsahaj/lumen. 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 jnsahaj/lumen?
    pass
    AI named jnsahaj/lumen explicitly

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

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

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

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jnsahaj/lumen — 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