RRepoGEO

REPOGEO REPORT · LITE

ogulcancelik/herdr

Default branch master · commit 73b137a4 · scanned 6/21/2026, 3:01:59 AM

GitHub: 6,525 stars · 399 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
  • highreadme#1
    Reposition the core value proposition in the README

    Why:

    CURRENT
    The current README has navigation links (herdr.dev · install · quick start) and an image immediately after the H1, before the core description.
    COPY-PASTE FIX
    Replace the current content immediately following "# herdr" with: "agent multiplexer that lives in your terminal. workspaces, tabs, panes. mouse-native: click, drag, split. every agent at a glance: blocked, working, done. detach and reattach, agents keep running. no gui app, no electron, no mac-only native wrapper. you see the agent's own terminal, not someone's interpretation of it." Then, place the navigation links and image below this description.
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example: "## License\nThis project is licensed under the terms found in the [LICENSE](LICENSE) file."
  • lowcomparison#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison\n\nHerdr stands apart from traditional terminal multiplexers like [tmux](https://github.com/tmux/tmux) and [GNU Screen](https://www.gnu.org/software/screen/) by focusing specifically on managing and orchestrating multiple AI agents within a unified terminal interface, rather than just general shell sessions. Unlike AI agent frameworks such as [LangChain CLI](https://github.com/langchain-ai/langchain-cli) or [CrewAI](https://github.com/joaomdmoura/crewAI), Herdr provides a direct, visual, and interactive terminal environment for each agent, allowing you to see their native output and interact with them as if they were in their own dedicated terminal panes, all from a single, mouse-native workspace.

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
LangChain CLI / LangSmith
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain CLI / LangSmith · recommended 1×
  2. OpenAI Assistants API · recommended 1×
  3. Haystack (Deepset) · recommended 1×
  4. Marvin AI · recommended 1×
  5. CrewAI · recommended 1×
  • CATEGORY QUERY
    What tools help orchestrate and monitor several AI agents from my terminal?
    you: not recommended
    AI recommended (in order):
    1. LangChain CLI / LangSmith
    2. OpenAI Assistants API
    3. Haystack (Deepset)
    4. Marvin AI
    5. CrewAI

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

    Show full AI answer
  • CATEGORY QUERY
    How can I manage multiple developer agent workspaces within a single terminal interface?
    you: not recommended
    AI recommended (in order):
    1. tmux
    2. GNU Screen
    3. iTerm2
    4. VS Code Integrated Terminal
    5. Kitty Terminal
    6. Hyper
    7. Terminator

    AI recommended 7 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