RRepoGEO

REPOGEO REPORT · LITE

LycheeOrg/Lychee

Default branch master · commit 1fe59d4f · scanned 5/24/2026, 3:01:25 AM

GitHub: 4,173 stars · 365 forks

AI VISIBILITY SCORE
62 /100
Needs work
Category recall
1 / 2
Avg rank #5.0 when recommended
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 LycheeOrg/Lychee, 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
    Integrate tech stack into README's opening paragraph

    Why:

    CURRENT
    Lychee is a free, open-source photo-management tool that runs on your server or web space.
    COPY-PASTE FIX
    Lychee is a free, open-source photo-management system built with PHP and Vue.js, designed to run on your server or web space.
  • mediumabout#2
    Add tech stack to the repository's 'About' description

    Why:

    CURRENT
    A great looking and easy-to-use photo-management-system you can run on your server, to manage and share photos.
    COPY-PASTE FIX
    A great looking and easy-to-use photo-management system built with PHP and Vue.js, which you can run on your server to manage and share photos.
  • mediumreadme#3
    Add a dedicated 'Technology Stack' section to the README

    Why:

    COPY-PASTE FIX
    ## Technology Stack

Lychee is built using a modern web stack to deliver a fast and responsive photo management experience:

*   **Backend:** PHP (with support for recent versions like 8.x)
*   **Frontend:** Vue.js, TypeScript
*   **Database:** MySQL/MariaDB

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
1 / 2
50% of queries surface LycheeOrg/Lychee
Avg rank
#5.0
Lower is better. #1 = top recommendation.
Share of voice
6%
Of all named tools, what % are you?
Top rival
PhotoPrism
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PhotoPrism · recommended 1×
  2. Immich · recommended 1×
  3. Nextcloud Memories · recommended 1×
  4. Piwigo · recommended 1×
  5. Photoview · recommended 1×
  • CATEGORY QUERY
    What are good self-hosted web applications for managing and sharing personal photos?
    you: #5
    AI recommended (in order):
    1. PhotoPrism
    2. Immich
    3. Nextcloud Memories
    4. Piwigo
    5. Lychee ← you
    6. Photoview
    Show full AI answer
  • CATEGORY QUERY
    Looking for an easy-to-use, visually appealing photo gallery system built with PHP and Vue.js.
    you: not recommended
    AI recommended (in order):
    1. Vue Storefront
    2. Laravel
    3. Vue.js
    4. Vue Gallery
    5. Vue-Awesome-Lightbox
    6. Quasar Framework
    7. October CMS
    8. Pimcore
    9. Symfony
    10. Directus
    11. Laminas framework

    AI recommended 11 alternatives but never named LycheeOrg/Lychee. 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 LycheeOrg/Lychee?
    pass
    AI named LycheeOrg/Lychee explicitly

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

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

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

Embed your GEO score

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LycheeOrg/Lychee — 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