RRepoGEO

REPOGEO REPORT · LITE

hrfee/jfa-go

Default branch main · commit de8e7c69 · scanned 6/19/2026, 6:56:56 PM

GitHub: 1,153 stars · 68 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 hrfee/jfa-go, 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
    Immediately clarify project identity and disambiguate from 'Jump Flood Algorithm' in README

    Why:

    CURRENT
    The README currently starts with badges, then 'Project Status: Active-ish', then 'Alternatives', before stating 'jfa-go is a user management app for Jellyfin...'.
    COPY-PASTE FIX
    jfa-go is a user management app for Jellyfin (and Emby as 2nd class) that provides invite-based account creation as well as other features that make ones instance much easier to manage. (Note: This project is not related to the Jump Flood Algorithm (JFA).)
  • mediumtopics#2
    Expand topics with more specific keywords for media server user management

    Why:

    CURRENT
    emby, jellyfin, jellyfin-accounts, jellyseerr, ombi
    COPY-PASTE FIX
    emby, jellyfin, jellyfin-accounts, jellyseerr, ombi, user-management, invite-system, access-control, media-server, self-hosted
  • lowlicense#3
    Add a clear statement about the project's license(s) to the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [Specify actual license(s) here, e.g., 'a custom license as detailed in the LICENSE file', or 'a combination of X and Y licenses']. Please refer to the LICENSE file for full details.

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 hrfee/jfa-go
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Plex
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Plex · recommended 2×
  2. jellyfin/jellyfin · recommended 1×
  3. Emby · recommended 1×
  4. authelia/authelia · recommended 1×
  5. keycloak/keycloak · recommended 1×
  • CATEGORY QUERY
    What tools help manage user accounts and invitations for a personal media server?
    you: not recommended
    AI recommended (in order):
    1. Jellyfin (jellyfin/jellyfin)
    2. Plex
    3. Emby
    4. Authelia (authelia/authelia)
    5. Keycloak (keycloak/keycloak)
    6. OpenLDAP
    7. FreeIPA
    8. Cloudron (cloudron/cloudron)

    AI recommended 8 alternatives but never named hrfee/jfa-go. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I implement invite-based access control for my self-hosted media service?
    you: not recommended
    AI recommended (in order):
    1. Plex
    2. Jellyfin
    3. Nextcloud
    4. Ombi
    5. Authelia
    6. Authentik
    7. Nginx Proxy Manager
    8. Caddy
    9. Keycloak

    AI recommended 9 alternatives but never named hrfee/jfa-go. 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 hrfee/jfa-go?
    pass
    AI named hrfee/jfa-go explicitly

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

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

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

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hrfee/jfa-go — 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