RRepoGEO

REPOGEO REPORT · LITE

automazeio/ccpm

Default branch main · commit 7d7e4623 · scanned 5/18/2026, 6:57:52 PM

GitHub: 8,122 stars · 828 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 automazeio/ccpm, 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 README's main heading to explicitly state its AI agent focus

    Why:

    CURRENT
    # CCPM – The Project Manager Agent
    COPY-PASTE FIX
    # CCPM: Project Management for AI Agents
  • mediumtopics#2
    Add more specific topics for AI agent orchestration and structured workflows

    Why:

    CURRENT
    ai-agents, ai-coding, claude, claude-code, project-management, vibe-coding
    COPY-PASTE FIX
    ai-agents, ai-coding, claude, claude-code, project-management, vibe-coding, ai-agent-orchestration, agent-workflow, multi-agent-systems, github-issues, traceability, agent-skills
  • lowreadme#3
    Add a short clarifying sentence to the README's opening paragraph to explicitly counter common misinterpretations of 'CCPM'

    Why:

    CURRENT
    Stop losing context. Stop blocking on tasks. Stop shipping bugs. CCPM gives your AI agent a structured PM brain: turn ideas into PRDs, PRDs into epics, epics into GitHub issues, and issues into production code — with full traceability at every step.
    COPY-PASTE FIX
    Stop losing context. Stop blocking on tasks. Stop shipping bugs. CCPM (which stands for **C**oordinated **C**ode **P**roject **M**anager for AI agents, not C/C++ or Critical Chain Project Management) gives your AI agent a structured PM brain: turn ideas into PRDs, PRDs into epics, epics into GitHub issues, and issues into production code — with full traceability at every step.

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 automazeio/ccpm
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MLflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. MLflow · recommended 1×
  2. Weights & Biases · recommended 1×
  3. Kubeflow Pipelines · recommended 1×
  4. Metaflow · recommended 1×
  5. DVC · recommended 1×
  • CATEGORY QUERY
    How to manage complex AI agent projects with structured workflows and full traceability?
    you: not recommended
    AI recommended (in order):
    1. MLflow
    2. Weights & Biases
    3. Kubeflow Pipelines
    4. Metaflow
    5. DVC
    6. Airflow
    7. ZenML

    AI recommended 7 alternatives but never named automazeio/ccpm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for orchestrating multiple AI agents to work in parallel using GitHub issues?
    you: not recommended
    AI recommended (in order):
    1. GitHub Actions
    2. Zapier
    3. Make
    4. AWS SQS
    5. Google Cloud Pub/Sub
    6. Prefect
    7. Apache Airflow
    8. LangChain
    9. LlamaIndex

    AI recommended 9 alternatives but never named automazeio/ccpm. 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 automazeio/ccpm?
    pass
    AI named automazeio/ccpm explicitly

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

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

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

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automazeio/ccpm — RepoGEO report