REPOGEO REPORT · LITE

fynnfluegge/agtx

Default branch main · commit c6460265 · scanned 5/30/2026, 6:38:01 AM

GitHub: 1,059 stars · 97 forks

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 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 fynnfluegge/agtx, 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
Clarify the project's core category in the README H1
Why:
CURRENT
```
# 🏄🏼‍♂️ agtx
```
COPY-PASTE FIX
```
# 🏄🏼‍♂️ agtx: Multi-Agent Orchestration for AI Coding Workflows
```

mediumtopics#2

Add category-defining topics to improve AI recommendation

Why:

CURRENT

claude, claude-code, codex, cursor, gemini, opencode, spec-driven-development, vibe-coding

COPY-PASTE FIX

claude, claude-code, codex, cursor, gemini, opencode, spec-driven-development, vibe-coding, multi-agent-system, ai-orchestration, agent-framework, ai-coding-assistant, developer-tools

lowhomepage#3
Add the repository URL as the project homepage
Why:
COPY-PASTE FIX
```
https://github.com/fynnfluegge/agtx
```

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 fynnfluegge/agtx

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Significant-Gravitas/AutoGPT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Significant-Gravitas/AutoGPT · recommended 1×
langchain-ai/langchain · recommended 1×
joaomdmoura/crewAI · recommended 1×
OpenAI Assistants API · recommended 1×
Hugging Face Agents · recommended 1×

CATEGORY QUERY
How can I coordinate multiple AI coding agents to collaborate on a complex software development task?
you: not recommended
AI recommended (in order):
1. AutoGPT (Significant-Gravitas/AutoGPT)
2. LangChain (langchain-ai/langchain)
3. CrewAI (joaomdmoura/crewAI)
4. OpenAI Assistants API
5. Hugging Face Agents
6. Semantic Kernel (microsoft/semantic-kernel)
AI recommended 6 alternatives but never named fynnfluegge/agtx. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool for managing context and delegating tasks among various AI coding models during development?
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. Haystack
4. AutoGPT
5. BabyAGI
6. CrewAI
7. Microsoft Semantic Kernel
AI recommended 7 alternatives but never named fynnfluegge/agtx. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
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 fynnfluegge/agtx?
pass
AI named fynnfluegge/agtx explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts fynnfluegge/agtx in production, what risks or prerequisites should they evaluate first?
pass
AI named fynnfluegge/agtx 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 fynnfluegge/agtx solve, and who is the primary audience?
pass
AI named fynnfluegge/agtx 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)

[![RepoGEO](https://repogeo.com/badge/fynnfluegge/agtx.svg)](https://repogeo.com/en/r/fynnfluegge/agtx)

HTML

<a href="https://repogeo.com/en/r/fynnfluegge/agtx"><img src="https://repogeo.com/badge/fynnfluegge/agtx.svg" alt="RepoGEO" /></a>

Pro

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fynnfluegge/agtx — 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