REPOGEO REPORT · LITE

xpf0000/FlyEnv

Default branch master · commit 31923444 · scanned 6/27/2026, 12:16:41 AM

GitHub: 3,013 stars · 316 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

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 xpf0000/FlyEnv, 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

hightopics#1

Remove misleading AI-related topics

Why:

CURRENT

ai-agent, cron-jobs, development-environment, docker-alternative, laragon, laravel-herd, linux, local-ai, local-development, macos, mamp, mysql, nodejs, php, python, redis, windows, wordpress, xampp, xampp-alternative

COPY-PASTE FIX

cron-jobs, development-environment, docker-alternative, laragon, laravel-herd, linux, local-development, macos, mamp, mysql, nodejs, php, python, redis, windows, wordpress, xampp, xampp-alternative

highreadme#2
Add a clear, concise tagline to the README's main heading
Why:
CURRENT
```
# FlyEnv
```
COPY-PASTE FIX
```
# FlyEnv: All-in-One Native Local Development Desktop App
```

mediumabout#3

Refine the repository description to emphasize 'desktop app' and 'all-in-one'

Why:

CURRENT

All-in-One Native Local Development Environment for Windows, macOS & Linux. Docker alternative for PHP, Node.js, Python and more. Faster alternative to XAMPP, Laragon, MAMP and Laravel Herd with databases, Cron Jobs and runtime management.

COPY-PASTE FIX

FlyEnv is an All-in-One Native Local Development Desktop App for Windows, macOS & Linux. A Docker alternative for PHP, Node.js, Python and more, and a faster alternative to XAMPP, Laragon, MAMP and Laravel Herd with databases, Cron Jobs and runtime management.

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 xpf0000/FlyEnv

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Homebrew/brew

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Homebrew/brew · recommended 1×
chocolatey/choco · recommended 1×
asdf-vm/asdf · recommended 1×
nvm-sh/nvm · recommended 1×
pyenv/pyenv · recommended 1×

CATEGORY QUERY
Seeking a native local development environment for multiple runtimes without containerization.
you: not recommended
AI recommended (in order):
1. Homebrew (Homebrew/brew)
2. Chocolatey (chocolatey/choco)
3. ASDF-VM (asdf-vm/asdf)
4. NVM (nvm-sh/nvm)
5. Pyenv (pyenv/pyenv)
6. RVM (rvm/rvm)
7. rbenv (rbenv/rbenv)
8. SDKMAN! (sdkman/sdkman-cli)
9. Fnm (Schniz/fnm)
10. Pipenv (pypa/pipenv)
11. Poetry (python-poetry/poetry)
AI recommended 11 alternatives but never named xpf0000/FlyEnv. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need an all-in-one desktop app to manage local web development services and databases.
you: not recommended
AI recommended (in order):
1. Local by WP Engine
2. Laragon
3. XAMPP
4. MAMP/MAMP PRO
5. WampServer
6. Docker Desktop
AI recommended 6 alternatives but never named xpf0000/FlyEnv. 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 xpf0000/FlyEnv?
pass
AI named xpf0000/FlyEnv explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts xpf0000/FlyEnv in production, what risks or prerequisites should they evaluate first?
pass
AI named xpf0000/FlyEnv 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 xpf0000/FlyEnv solve, and who is the primary audience?
pass
AI named xpf0000/FlyEnv 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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HTML

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xpf0000/FlyEnv — 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