RRepoGEO

REPOGEO REPORT · LITE

navilg/media-stack

Default branch main · commit 93d4189b · scanned 5/10/2026, 12:08:20 AM

GitHub: 1,192 stars · 120 forks

AI VISIBILITY SCORE
28 /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
2 / 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's opening to emphasize Docker Compose stack

    Why:

    CURRENT
    # media-stack

A self-hosted media ecosystem that combines media management, streaming, AI-powered recommendations, and VPN.
    COPY-PASTE FIX
    # media-stack

This repository provides a comprehensive, self-hosted media ecosystem, easily deployable as a Docker Compose stack. It integrates media management, streaming, AI-powered recommendations, and VPN for a complete home media solution.
  • mediumabout#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Your project's official homepage URL, e.g., a GitHub Pages site or documentation]
  • lowtopics#3
    Add 'docker-compose' to repository topics

    Why:

    CURRENT
    ai, ai-generated-content, docker, gluetun, homelab, jellyfin, linux-shots, media, media-stack, mediaserver, opensource, prowlarr, qbittorrent, radarr, recommendarr, seerr, selfhosted, sonarr, vpn
    COPY-PASTE FIX
    ai, ai-generated-content, docker, docker-compose, gluetun, homelab, jellyfin, linux-shots, media, media-stack, mediaserver, opensource, prowlarr, qbittorrent, radarr, recommendarr, seerr, selfhosted, sonarr, vpn

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
Emby
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Emby · recommended 2×
  2. Plex · recommended 1×
  3. jellyfin/jellyfin · recommended 1×
  4. Stremio · recommended 1×
  5. xbmc/xbmc · recommended 1×
  • CATEGORY QUERY
    How to set up a self-hosted media server with AI recommendations and streaming?
    you: not recommended
    AI recommended (in order):
    1. Plex
    2. Jellyfin (jellyfin/jellyfin)
    3. Emby
    4. Stremio
    5. Kodi (xbmc/xbmc)

    AI recommended 5 alternatives but never named navilg/media-stack. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an all-in-one dockerized home media solution with secure downloading.
    you: not recommended
    AI recommended (in order):
    1. Plex Media Server
    2. Plex Pass
    3. NZBGet
    4. SABnzbd
    5. qBittorrent
    6. NordVPN
    7. ExpressVPN
    8. Mullvad
    9. Radarr
    10. Sonarr
    11. Lidarr
    12. Jellyfin
    13. Emby
    14. OpenMediaVault
    15. Unraid

    AI recommended 15 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 did not name navilg/media-stack — likely talking about a different project

    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?

Embed your GEO score

Drop this badge into the README of navilg/media-stack. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/navilg/media-stack.svg)](https://repogeo.com/en/r/navilg/media-stack)
HTML
<a href="https://repogeo.com/en/r/navilg/media-stack"><img src="https://repogeo.com/badge/navilg/media-stack.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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