RRepoGEO

REPOGEO REPORT · LITE

karlomikus/bar-assistant

Default branch develop · commit e1198975 · scanned 6/24/2026, 9:46:35 AM

GitHub: 1,043 stars · 45 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 karlomikus/bar-assistant, 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 opening to clarify it's a self-hosted PHP application

    Why:

    CURRENT
    Bar Assistant is all-in-one solution for managing your home bar. Compared to other recipe management software that usually tries to be more for general use, Bar Assistant is made specifically for managing cocktail recipes.
    COPY-PASTE FIX
    Bar Assistant is a self-hosted, open-source PHP application and API server for managing your home bar and cocktail recipes. Unlike generic recipe software or frameworks, it's specifically tailored for home mixologists, offering features like ingredient substitutes, ABV calculations, and detailed inventory management.
  • mediumtopics#2
    Add more specific topics for inventory and self-hosting

    Why:

    CURRENT
    api, bar, cocktails, home, php, recipes, rest
    COPY-PASTE FIX
    api, bar, cocktails, home, php, recipes, rest, inventory, management, self-hosted, mixology
  • lowabout#3
    Clarify repository's role as API server in the description

    Why:

    CURRENT
    Bar assistant is a all-in-one solution for managing your home bar
    COPY-PASTE FIX
    Bar Assistant is the API server for managing your home bar and cocktail recipes, part of an all-in-one self-hosted solution.

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 karlomikus/bar-assistant
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CocktailDB API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. CocktailDB API · recommended 1×
  2. Open Food Facts API · recommended 1×
  3. Spoonacular API · recommended 1×
  4. Edamam Recipe Search API · recommended 1×
  5. USDA FoodData Central API · recommended 1×
  • CATEGORY QUERY
    What's a good API for managing cocktail recipes and home bar inventory?
    you: not recommended
    AI recommended (in order):
    1. CocktailDB API
    2. Open Food Facts API
    3. Spoonacular API
    4. Edamam Recipe Search API
    5. USDA FoodData Central API

    AI recommended 5 alternatives but never named karlomikus/bar-assistant. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a PHP backend to organize drink recipes, ingredients, and ABV calculations.
    you: not recommended
    AI recommended (in order):
    1. Laravel
    2. Symfony
    3. CodeIgniter 4
    4. Yii Framework (Yii2)
    5. Laminas Project (formerly Zend Framework)

    AI recommended 5 alternatives but never named karlomikus/bar-assistant. 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 karlomikus/bar-assistant?
    pass
    AI named karlomikus/bar-assistant explicitly

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

  • If a team adopts karlomikus/bar-assistant in production, what risks or prerequisites should they evaluate first?
    pass
    AI named karlomikus/bar-assistant 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 karlomikus/bar-assistant solve, and who is the primary audience?
    pass
    AI did not name karlomikus/bar-assistant — 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?

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karlomikus/bar-assistant — 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