REPOGEO REPORT · LITE

markshust/docker-magento

Default branch release/next · commit 5f62b5ce · scanned 5/17/2026, 10:28:54 AM

GitHub: 2,853 stars · 1,069 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

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 markshust/docker-magento, 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 the README's opening statement to emphasize 'local development environment'

Why:

CURRENT

Mark Shust's Docker Configuration for Magento

COPY-PASTE FIX

Mark Shust's Docker Configuration for Magento: A comprehensive and easy-to-use local development environment for Magento 2.

mediumreadme#2

Add a 'Comparison to Alternatives' section in the README

Why:

COPY-PASTE FIX

## Comparison to Alternatives

While generic Docker development tools like Lando, DDEV, Laradock, and Devilbox offer flexible environments for various PHP applications, `markshust/docker-magento` is specifically optimized and opinionated for Magento 2. This focus allows for a streamlined setup, pre-configured services (like Xdebug, Mailhog, Varnish), and a tailored experience that generic tools may require extensive customization to achieve for Magento.

lowtopics#3

Add 'development-environment' to repository topics

Why:

CURRENT

docker, docker-compose, docker-magento, hacktoberfest, magento, magento-2, magento2

COPY-PASTE FIX

docker, docker-compose, docker-magento, hacktoberfest, magento, magento-2, magento2, development-environment

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 markshust/docker-magento

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

lando/lando

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

lando/lando · recommended 2×
ddev/ddev · recommended 1×
docker/compose · recommended 1×
hashicorp/vagrant · recommended 1×
ansible/ansible · recommended 1×

CATEGORY QUERY
How can I quickly provision a local development environment for a large PHP e-commerce platform?
you: not recommended
AI recommended (in order):
1. Lando (lando/lando)
2. DDEV (ddev/ddev)
3. Docker Compose (docker/compose)
4. Vagrant (hashicorp/vagrant)
5. Ansible (ansible/ansible)
6. Puppet (puppetlabs/puppet)
7. Chef (chef/chef)
8. Laravel Homestead (laravel/homestead)
9. XAMPP
10. WAMP
11. MAMP
AI recommended 11 alternatives but never named markshust/docker-magento. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a reliable Docker Compose setup to develop a complex PHP e-commerce application.
you: not recommended
AI recommended (in order):
1. Laradock (laradock/laradock)
2. Devilbox (devilbox/devilbox)
3. Docksal (docksal/docksal)
4. Lando (lando/lando)
5. Wodby (wodby/docker4php)
AI recommended 5 alternatives but never named markshust/docker-magento. 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 markshust/docker-magento?
pass
AI did not name markshust/docker-magento — 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 markshust/docker-magento in production, what risks or prerequisites should they evaluate first?
pass
AI named markshust/docker-magento 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 markshust/docker-magento solve, and who is the primary audience?
pass
AI named markshust/docker-magento 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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MARKDOWN (README)

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markshust/docker-magento — 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