RRepoGEO

REPOGEO REPORT · LITE

Paca-AI/paca

Default branch master · commit f7387923 · scanned 6/17/2026, 5:01:38 AM

GitHub: 982 stars · 57 forks

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 Paca-AI/paca, 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 README's core purpose to prevent miscategorization

    Why:

    CURRENT
    Paca is a **self-hosted project management platform** where AI agents and humans collaborate as equal teammates inside a Scrum team — not as chatbots bolted on the side.
    COPY-PASTE FIX
    Paca is a **self-hosted project management platform** — an AI-native, free, and open-source alternative to tools like Jira, Trello, ClickUp, and Monday. It is *not* an LLM inference server or an AI model itself, but a collaboration platform where humans and AI agents work together as equals within Scrum teams.
  • mediumtopics#2
    Refine topics to emphasize application domain over underlying AI tech

    Why:

    CURRENT
    ai-agent, bdd, clickup-alternative, jira-alternative, mcp, open-source, openhands, project-management, scrum, scrumban, self-hosted, trello-alternative, wasm-plugins
    COPY-PASTE FIX
    ai-agent, bdd, clickup-alternative, jira-alternative, open-source, project-management, scrum, scrumban, self-hosted, trello-alternative, agile-project-management, team-collaboration
  • lowcomparison#3
    Add a dedicated 'Comparison' section in the README

    Why:

    COPY-PASTE FIX
    Add a dedicated 'Comparison' section, expanding on the existing table, clearly outlining how Paca differs from traditional tools and other open-source alternatives, especially regarding AI agent integration.

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 Paca-AI/paca
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Taiga.io
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Taiga.io · recommended 1×
  2. OpenProject · recommended 1×
  3. Redmine · recommended 1×
  4. Focalboard · recommended 1×
  5. Trello · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source project management tool where AI agents can actively participate.
    you: not recommended
    AI recommended (in order):
    1. Taiga.io
    2. OpenProject
    3. Redmine
    4. Focalboard
    5. Trello
    6. Notion
    7. Asana
    8. Kanboard

    AI recommended 8 alternatives but never named Paca-AI/paca. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some self-hosted agile project management alternatives to popular commercial tools?
    you: not recommended
    AI recommended (in order):
    1. Jira Software (Server/Data Center)
    2. Redmine (redmine/redmine)
    3. OpenProject (opf/openproject)
    4. Taiga (taigaio/taiga)
    5. Kanboard (kanboard/kanboard)
    6. Leantime (Leantime/leantime)

    AI recommended 6 alternatives but never named Paca-AI/paca. 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 Paca-AI/paca?
    pass
    AI named Paca-AI/paca explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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