RRepoGEO

REPOGEO REPORT · LITE

besley/Slickflow

Default branch master · commit b9fc6519 · scanned 6/10/2026, 1:01:57 AM

GitHub: 909 stars · 261 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
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 besley/Slickflow, 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
  • highabout#1
    Refine the 'about' description to emphasize LLM orchestration

    Why:

    CURRENT
    .NET Open Source Workflow Engine, AI Empowerment
    COPY-PASTE FIX
    .NET Open Source Workflow Engine for orchestrating Large Language Models (LLMs) and AI agents in BPMN workflows.
  • mediumtopics#2
    Add specific AI-related topics

    Why:

    CURRENT
    bpmn, net8, workflow-engine
    COPY-PASTE FIX
    bpmn, net8, workflow-engine, llm-orchestration, ai-workflow, rag-pipeline, generative-ai
  • lowreadme#3
    Clarify the README's initial descriptive paragraph

    Why:

    CURRENT
    # Slickflow

**Current Version: NET8## 1. 🤖 AI-Powered Workflow Automation

**SlickFlow: Intelligent Workflow Automation with Large Language Models**
    COPY-PASTE FIX
    # Slickflow

SlickFlow is an intelligent workflow automation engine for .NET, seamlessly integrating Large Language Models (LLMs) and AI capabilities directly into BPMN workflows. It transforms traditional process systems into dynamic, AI-driven orchestration 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 besley/Slickflow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Azure OpenAI Service
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Azure OpenAI Service · recommended 1×
  2. Semantic Kernel · recommended 1×
  3. OpenAI API · recommended 1×
  4. HttpClient · recommended 1×
  5. Newtonsoft.Json · recommended 1×
  • CATEGORY QUERY
    How to integrate large language models into .NET business process workflows?
    you: not recommended
    AI recommended (in order):
    1. Azure OpenAI Service
    2. Semantic Kernel
    3. OpenAI API
    4. HttpClient
    5. Newtonsoft.Json
    6. System.Text.Json
    7. Hugging Face Transformers
    8. Python.NET
    9. IronPython
    10. FastAPI
    11. Flask
    12. Google Cloud Vertex AI
    13. Google.Cloud.AIPlatform.V1 .NET Client Library
    14. AWS Bedrock
    15. AWS SDK for .NET
    16. LangChain.NET

    AI recommended 16 alternatives but never named besley/Slickflow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Open source BPMN engine for orchestrating AI agents and RAG pipelines?
    you: not recommended
    AI recommended (in order):
    1. Camunda Platform 8
    2. Flowable Open Source
    3. Activiti Core Engine
    4. Imixs-Workflow
    5. Bonita Community Edition

    AI recommended 5 alternatives but never named besley/Slickflow. 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 besley/Slickflow?
    pass
    AI named besley/Slickflow explicitly

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

  • If a team adopts besley/Slickflow in production, what risks or prerequisites should they evaluate first?
    pass
    AI named besley/Slickflow 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 besley/Slickflow solve, and who is the primary audience?
    pass
    AI named besley/Slickflow explicitly

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

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besley/Slickflow — 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