RRepoGEO

REPOGEO REPORT · LITE

SimpleHomelab/Deployrr

Default branch main · commit f5d0d244 · scanned 6/2/2026, 8:17:08 PM

GitHub: 780 stars · 79 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 SimpleHomelab/Deployrr, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumreadme#1
    Clarify existing license(s) in the README

    Why:

    COPY-PASTE FIX
    Add a '## License' section to the README, clearly stating the specific license(s) that apply to Deployrr and any associated terms.
  • mediumcomparison#2
    Add a comparison section to differentiate from component tools

    Why:

    COPY-PASTE FIX
    Add a '## How Deployrr Compares' or '## Why Deployrr?' section to the README, explaining how it provides an all-in-one homelab deployment solution versus using multiple separate tools.

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 SimpleHomelab/Deployrr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
portainer/portainer
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. portainer/portainer · recommended 1×
  2. ansible/ansible · recommended 1×
  3. containrrr/watchtower · recommended 1×
  4. traefik/traefik · recommended 1×
  5. git/git · recommended 1×
  • CATEGORY QUERY
    What tools help automate homelab setup and management using Docker and Docker Compose?
    you: not recommended
    AI recommended (in order):
    1. Portainer Community Edition (CE) (portainer/portainer)
    2. Ansible (ansible/ansible)
    3. Watchtower (containrrr/watchtower)
    4. Traefik (traefik/traefik)
    5. Git (git/git)
    6. Gitea (go-gitea/gitea)
    7. GitLab Community Edition (gitlab-org/gitlab)
    8. Docker Compose (docker/compose)

    AI recommended 8 alternatives but never named SimpleHomelab/Deployrr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a platform to quickly deploy self-hosted AI and automation applications in a homelab.
    you: not recommended
    AI recommended (in order):
    1. Kubernetes
    2. K3s
    3. MicroK8s
    4. Docker Compose
    5. Portainer
    6. OpenShift Local
    7. Home Assistant
    8. Node-RED
    9. Unraid

    AI recommended 9 alternatives but never named SimpleHomelab/Deployrr. 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 SimpleHomelab/Deployrr?
    pass
    AI named SimpleHomelab/Deployrr explicitly

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

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

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

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SimpleHomelab/Deployrr — 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