RRepoGEO

REPOGEO REPORT · LITE

phodal/routa

Default branch main · commit 43b30348 · scanned 5/25/2026, 2:11:25 PM

GitHub: 1,382 stars · 195 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 phodal/routa, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ["ai-agents", "multi-agent-system", "agent-orchestration", "software-delivery", "workspace", "kanban", "ai-development"]
  • highreadme#2
    Update README subtitle to explicitly mention AI development

    Why:

    CURRENT
    **Workspace-first multi-agent coordination platform for software delivery**
    COPY-PASTE FIX
    **Workspace-first multi-agent coordination platform for AI development and software delivery**
  • mediumreadme#3
    Clarify README's opening sentence to emphasize AI agent development

    Why:

    CURRENT
    Routa is a workspace-first multi-agent coordination platform for software delivery. It keeps goals, tasks, sessions, traces, evidence, and review state visible on a board instead of burying them inside a single chat thread.
    COPY-PASTE FIX
    Routa is a workspace-first multi-agent coordination platform for **AI development and software delivery**. It keeps goals, tasks, sessions, traces, evidence, and review state visible on a board instead of burying them inside a single chat thread.

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 phodal/routa
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. AutoGPT · recommended 1×
  3. CrewAI · recommended 1×
  4. Haystack · recommended 1×
  5. Microsoft Semantic Kernel · recommended 1×
  • CATEGORY QUERY
    How to coordinate multiple AI agents for collaborative software development and delivery?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGPT
    3. CrewAI
    4. Haystack
    5. Microsoft Semantic Kernel
    6. OpenAI Assistants API
    7. BabyAGI

    AI recommended 7 alternatives but never named phodal/routa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a workspace platform for visual orchestration and tracking of AI agent tasks.
    you: not recommended
    AI recommended (in order):
    1. LangChain UI
    2. Weights & Biases Prompts
    3. Humanloop
    4. Vellum
    5. Microsoft Azure AI Studio
    6. Google Cloud Vertex AI Workbench

    AI recommended 6 alternatives but never named phodal/routa. 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 phodal/routa?
    pass
    AI named phodal/routa explicitly

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

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

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

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phodal/routa — 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