REPOGEO REPORT · LITE

oxbshw/ultimate-n8n-ai-workflows

Default branch main · commit 1113193f · scanned 6/17/2026, 1:27:17 PM

GitHub: 540 stars · 181 forks

AI VISIBILITY SCORE

22 /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

1 / 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 oxbshw/ultimate-n8n-ai-workflows, 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 H1 and opening paragraph for AI workflow intelligence clarity

Why:

CURRENT

# Open Workflow Library > Open Workflow Library is an open workflow intelligence project for collecting, indexing, validating, repairing, and eventually generating automation workflows across frameworks. It starts with a large n8n workflow collection and is being expanded into a universal workflow knowledge base and tooling layer.

COPY-PASTE FIX

# ultimate-n8n-ai-workflows: Open Workflow Intelligence for n8n & Beyond > This project provides open workflow intelligence for discovering, validating, repairing, and generating automation workflows across frameworks, starting with a comprehensive n8n collection. It is *not* an enterprise RPA platform or a generic code linter, but a specialized toolkit for AI-driven workflow management.

mediumhomepage#2
Add a project homepage URL
Why:
COPY-PASTE FIX
```
https://ultimate-n8n-ai-workflows.org
```

mediumreadme#3

Explicitly state the project's vision as a universal workflow knowledge base

Why:

COPY-PASTE FIX

## Vision: A Universal Workflow Knowledge Base
This project aims to evolve beyond n8n into a universal workflow knowledge base and tooling layer, providing a framework for AI-driven discovery, validation, repair, and generation of automation workflows across various platforms.

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 oxbshw/ultimate-n8n-ai-workflows

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

UiPath Studio

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

UiPath Studio · recommended 1×
AI Fabric · recommended 1×
Document Understanding · recommended 1×
Microsoft Power Automate · recommended 1×
AI Builder · recommended 1×

CATEGORY QUERY
How can I use AI to generate, validate, and manage complex automation workflows?
you: not recommended
AI recommended (in order):
1. UiPath Studio
2. AI Fabric
3. Document Understanding
4. Microsoft Power Automate
5. AI Builder
6. Automation Anywhere Enterprise A2019/360
7. IQ Bot
8. AppSheet Automation
9. Document AI
10. Vertex AI
11. IBM Cloud Pak for Business Automation
12. IBM Watson
13. Pega Platform
AI recommended 13 alternatives but never named oxbshw/ultimate-n8n-ai-workflows. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What open-source tools help repair and audit existing automation workflow collections?
you: not recommended
AI recommended (in order):
1. Ansible Lint (ansible/ansible-lint)
2. Pylint (pylint-dev/pylint)
3. Flake8 (PyCQA/flake8)
4. ShellCheck (koalaman/shellcheck)
AI recommended 4 alternatives but never named oxbshw/ultimate-n8n-ai-workflows. 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 oxbshw/ultimate-n8n-ai-workflows?
pass
AI did not name oxbshw/ultimate-n8n-ai-workflows — 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 oxbshw/ultimate-n8n-ai-workflows in production, what risks or prerequisites should they evaluate first?
pass
AI named oxbshw/ultimate-n8n-ai-workflows 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 oxbshw/ultimate-n8n-ai-workflows solve, and who is the primary audience?
pass
AI did not name oxbshw/ultimate-n8n-ai-workflows — 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?

Embed your GEO score

Drop this badge into the README of oxbshw/ultimate-n8n-ai-workflows. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/oxbshw/ultimate-n8n-ai-workflows.svg)](https://repogeo.com/en/r/oxbshw/ultimate-n8n-ai-workflows)

HTML

<a href="https://repogeo.com/en/r/oxbshw/ultimate-n8n-ai-workflows"><img src="https://repogeo.com/badge/oxbshw/ultimate-n8n-ai-workflows.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

oxbshw/ultimate-n8n-ai-workflows — 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