RRepoGEO

REPOGEO REPORT · LITE

navilg/media-stack

Default branch main · commit cf61f03d · scanned 6/19/2026, 9:32:57 PM

GitHub: 1,206 stars · 121 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
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 navilg/media-stack, 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 H1 and opening paragraph to emphasize 'complete Docker Compose solution'

    Why:

    CURRENT
    # media-stack

A self-hosted media ecosystem that combines media management, streaming, AI-powered recommendations, and VPN.
    COPY-PASTE FIX
    # media-stack: A Complete Docker Compose Solution for Self-Hosted Media, AI Recommendations, and VPN

This repository provides a pre-configured and integrated Docker Compose solution for a self-hosted media ecosystem, combining media management, streaming, AI-powered recommendations, and VPN for secure downloading.
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/navilg/media-stack
  • lowreadme#3
    Add a 'Why Choose media-stack?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Choose media-stack?

Unlike individual media server applications, media-stack offers a fully integrated and pre-configured Docker Compose solution. It simplifies the deployment of a complex media ecosystem, including:

*   **Comprehensive Integration:** All essential services (Radarr, Sonarr, Jellyfin, qBittorrent, etc.) are pre-configured to work seamlessly together.
*   **AI-Powered Recommendations:** Leverage Recommendarr for intelligent movie and show suggestions.
*   **Security & Privacy:** Built-in VPN support via Gluetun for secure torrenting.
*   **Simplified Deployment:** Get a robust media server running with minimal setup.

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 navilg/media-stack
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jellyfin
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Jellyfin · recommended 2×
  2. Emby · recommended 2×
  3. Kodi · recommended 2×
  4. Stremio · recommended 2×
  5. Plex · recommended 1×
  • CATEGORY QUERY
    How to set up a self-hosted media server with AI-powered content recommendations?
    you: not recommended
    AI recommended (in order):
    1. Plex
    2. Plex Pass
    3. Trakt.tv
    4. Jellyfin
    5. OMDb
    6. TMDB
    7. MyMedia for Jellyfin
    8. Surprise
    9. LightFM
    10. Emby
    11. Emby Premiere
    12. Kodi
    13. ExtendedInfo Mod
    14. Stremio

    AI recommended 14 alternatives but never named navilg/media-stack. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good open-source solutions for a complete Dockerized media stack including secure torrenting?
    you: not recommended
    AI recommended (in order):
    1. Plex Media Server
    2. qBittorrent
    3. Gluetun
    4. Sonarr
    5. Radarr
    6. Lidarr
    7. Prowlarr
    8. Overseerr
    9. Jellyseerr
    10. Bazarr
    11. Jellyfin
    12. Emby
    13. Transmission
    14. OpenVPN Client Container
    15. Kodi
    16. Deluge
    17. WireGuard Client Container
    18. FlexGet
    19. Stremio
    20. VPN Client Container

    AI recommended 20 alternatives but never named navilg/media-stack. 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 navilg/media-stack?
    pass
    AI named navilg/media-stack explicitly

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

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

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

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navilg/media-stack — 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