RRepoGEO

REPOGEO REPORT · LITE

ogulcancelik/herdr

Default branch master · commit 716926f0 · scanned 5/22/2026, 2:56:48 AM

GitHub: 1,985 stars · 137 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 ogulcancelik/herdr, 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
  • highabout#1
    Refine the 'about' description to explicitly state its AI agent focus

    Why:

    CURRENT
    agent multiplexer that lives in your terminal.
    COPY-PASTE FIX
    A terminal-native multiplexer for orchestrating, monitoring, and interacting with multiple AI agent processes.
  • highreadme#2
    Reposition the README's opening sentence to emphasize AI agent orchestration

    Why:

    CURRENT
    **agent multiplexer that lives in your terminal.**
    COPY-PASTE FIX
    **herdr is a terminal-native multiplexer specifically designed for orchestrating and monitoring multiple AI agent processes.**
  • mediumcomparison#3
    Add a 'Comparison' section to the README differentiating from generic multiplexers

    Why:

    COPY-PASTE FIX
    ## herdr vs. Traditional Multiplexers (tmux, GNU Screen)

While `tmux` and `GNU Screen` excel at general terminal session management, `herdr` is purpose-built for the unique demands of AI agent orchestration. It provides agent-specific status monitoring, streamlined interaction with multiple agents, and a workflow optimized for AI development, unlike generic multiplexers.

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 ogulcancelik/herdr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GNU Screen
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GNU Screen · recommended 2×
  2. tmux · recommended 1×
  3. concurrently · recommended 1×
  4. supervisord · recommended 1×
  5. pm2 · recommended 1×
  • CATEGORY QUERY
    How can I efficiently manage and monitor multiple AI agent processes within a single terminal?
    you: not recommended
    AI recommended (in order):
    1. tmux
    2. GNU Screen
    3. concurrently
    4. supervisord
    5. pm2
    6. foreman
    7. honcho

    AI recommended 7 alternatives but never named ogulcancelik/herdr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good terminal multiplexer alternatives for orchestrating AI agents without a GUI?
    you: not recommended
    AI recommended (in order):
    1. tmux (tmux/tmux)
    2. GNU Screen
    3. zellij (zellij-org/zellij)
    4. byobu (byobu/byobu)
    5. dtach

    AI recommended 5 alternatives but never named ogulcancelik/herdr. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 ogulcancelik/herdr?
    pass
    AI named ogulcancelik/herdr explicitly

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

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

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

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ogulcancelik/herdr — 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