RRepoGEO

REPOGEO REPORT · LITE

phodal/routa

Default branch main · commit 73eb1ed1 · scanned 6/24/2026, 2:16:16 PM

GitHub: 1,715 stars · 240 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)

3 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 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 explicit AI agent and orchestration topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agents, multi-agent-system, agent-orchestration, software-delivery, kanban, workflow-automation, desktop-app, web-app, ai-development
  • highreadme#2
    Clarify README H1 to explicitly mention AI agents

    Why:

    CURRENT
    **Workspace-first multi-agent coordination platform for software delivery**
    COPY-PASTE FIX
    **Workspace-first multi-agent coordination platform for AI agent development and software delivery**
  • mediumreadme#3
    Add a comparison section to differentiate from AI agent frameworks

    Why:

    COPY-PASTE FIX
    ## Comparison to AI Agent Frameworks (LangChain, AutoGen, CrewAI)

Routa differentiates itself from traditional AI agent frameworks like LangChain, AutoGen, and CrewAI by focusing on a workspace-first, visual coordination paradigm. While these frameworks provide powerful tools for building individual agents and defining their logic, Routa offers a higher-level orchestration layer with shared specs, Kanban-style task management, and a unified web and desktop experience for managing complex multi-agent software delivery projects. It's designed to make agent goals, tasks, and progress visible and manageable on a board, rather than solely through code or chat logs.

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. AutoGen · recommended 1×
  3. CrewAI · recommended 1×
  4. Haystack · recommended 1×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    How to manage and coordinate multiple AI agents for complex software delivery projects?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. Haystack
    5. OpenAI Assistants API
    6. LlamaIndex

    AI recommended 6 alternatives but never named phodal/routa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What platforms help orchestrate AI agent workflows with visual task tracking across web and desktop?
    you: not recommended
    AI recommended (in order):
    1. Activepieces (activepieces/activepieces)
    2. n8n (n8n-io/n8n)
    3. Make
    4. Prefect (PrefectHQ/prefect)
    5. Apache Airflow (apache/airflow)
    6. Microsoft Power Automate
    7. Zapier

    AI recommended 7 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?

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
phodal/routa — RepoGEO report