RRepoGEO

REPOGEO REPORT · LITE

microsoft/apm

Default branch main · commit d1d926dc · scanned 6/30/2026, 11:31:21 PM

GitHub: 3,045 stars · 259 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 microsoft/apm, 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 opening to explicitly disambiguate 'APM' and reinforce 'AI agent dependency manager'

    Why:

    CURRENT
    # APM – Agent Package Manager

**An open-source, community-driven dependency manager for AI agents.**
    COPY-PASTE FIX
    # APM – Agent Package Manager (for AI Agents)

**Not Application Performance Management.** APM is an open-source, community-driven *dependency manager for AI agents* — think `package.json` or `requirements.txt` but for AI agent configuration.
  • mediumtopics#2
    Add more specific topics for AI agent dependency management and plugins

    Why:

    CURRENT
    ai-agents, claude-code, codex-cli, context-engineering, github-copilot, package-manager, prompt-engineering
    COPY-PASTE FIX
    ai-agents, ai-agent-dependencies, ai-agent-plugins, agent-package-manager, dependency-management, prompt-engineering, context-engineering, github-copilot, claude-code, codex-cli
  • lowreadme#3
    Emphasize unique plugin authoring and transitive dependency management for AI agents

    Why:

    CURRENT
    It's also the first tool that lets you **author plugins** with a real dependency manager and export standard `plugin.json` packages.
    COPY-PASTE FIX
    APM is also the first tool that lets you **author plugins** for AI agents with a real dependency manager, handling transitive dependencies and exporting standard `plugin.json` packages.

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 microsoft/apm
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. DVC · recommended 1×
  3. Git · recommended 1×
  4. GitHub · recommended 1×
  5. GitLab · recommended 1×
  • CATEGORY QUERY
    What's a good way to manage and share AI agent configurations across development teams?
    you: not recommended
    AI recommended (in order):
    1. MLflow
    2. DVC
    3. Git
    4. GitHub
    5. GitLab
    6. Bitbucket
    7. HashiCorp Consul
    8. Apache ZooKeeper
    9. Google Cloud Secret Manager
    10. AWS Secrets Manager
    11. Azure Key Vault

    AI recommended 11 alternatives but never named microsoft/apm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I manage plugins and transitive dependencies for my custom AI agents?
    you: not recommended
    AI recommended (in order):
    1. Poetry
    2. Pipenv
    3. Conda
    4. Hatch
    5. pip
    6. Maven
    7. npm
    8. Yarn

    AI recommended 8 alternatives but never named microsoft/apm. 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 microsoft/apm?
    pass
    AI named microsoft/apm explicitly

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

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