REPOGEO REPORT · LITE

devoxx/DevoxxGenieIDEAPlugin

Default branch master · commit c8ecb6cc · scanned 5/31/2026, 7:02:27 PM

GitHub: 651 stars · 89 forks

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 devoxx/DevoxxGenieIDEAPlugin, 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 H1 to clarify its core function
Why:
CURRENT
```
## DevoxxGenie
```
COPY-PASTE FIX
```
## DevoxxGenie: Local & Cloud LLM Code Assistant Plugin for IntelliJ IDEA
```

hightopics#2

Add high-signal topics to improve category visibility

Why:

CURRENT

anthropic, azure-ai, chatgpt, chatgpt-api, claude-3, claude-ai, copilot, copilot-chat, gemini, genai, gpt4all, groq, intellij-plugin, java, llm, lmstudio, mistral, ollama, openai, spec-driven-development

COPY-PASTE FIX

anthropic, azure-ai, chatgpt, chatgpt-api, claude-3, claude-ai, copilot, copilot-chat, gemini, genai, gpt4all, groq, intellij-plugin, java, llm, lmstudio, mistral, ollama, openai, spec-driven-development, ai-code-assistant, code-generation, ide-plugin, local-llm-integration, security-scanning

mediumreadme#3

Move the core description to the very first paragraph of the README

Why:

CURRENT

Devoxx Genie is a fully Java-based LLM Code Assistant plugin for IntelliJ IDEA, designed to integrate with local LLM providers such as Ollama, LMStudio, GPT4All, Llama.cpp and Exo but also cloud based LLM's such as OpenAI, Anthropic, Mistral, Groq, Gemini, DeepInfra, DeepSeek, Kimi, GLM, OpenRouter, Azure OpenAI and Amazon Bedrock

COPY-PASTE FIX

Devoxx Genie is a powerful, fully Java-based LLM Code Assistant plugin for IntelliJ IDEA. It integrates with both local LLM providers (Ollama, LMStudio, GPT4all, Llama.cpp, Exo) and cloud-based LLMs (OpenAI, Anthropic, Mistral, Groq, Gemini, DeepInfra, DeepSeek, Kimi, GLM, OpenRouter, Azure OpenAI, Amazon Bedrock) to help developers review, test, explain, and generate project code. The latest version also supports Spec Driven Development with CLI Runners, AI-powered inline code completion, and security scanning.

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 devoxx/DevoxxGenieIDEAPlugin

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

CodeGPT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

CodeGPT · recommended 1×
Continue · recommended 1×
Local AI Code Assistant (by CodeGPT.ai) · recommended 1×
AI Assistant (JetBrains built-in) · recommended 1×
Tabnine (Self-hosted/On-premise) · recommended 1×

CATEGORY QUERY
What are the best AI coding assistants for IntelliJ IDEA that support local LLMs?
you: not recommended
AI recommended (in order):
1. CodeGPT
2. Continue
3. Local AI Code Assistant (by CodeGPT.ai)
4. AI Assistant (JetBrains built-in)
5. Tabnine (Self-hosted/On-premise)
6. Codeium (Self-hosted/On-premise)
AI recommended 6 alternatives but never named devoxx/DevoxxGenieIDEAPlugin. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools for AI-powered spec-driven development and security scanning within a Java IDE?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. GitHub Advanced Security
3. CodeQL
4. IntelliJ IDEA Ultimate
5. Snyk
6. Checkmarx SAST
7. IntelliJ's own AI Assistant
8. SonarLint
9. SonarQube
10. SonarCloud
11. OWASP Dependency-Check
AI recommended 11 alternatives but never named devoxx/DevoxxGenieIDEAPlugin. 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 devoxx/DevoxxGenieIDEAPlugin?
pass
AI did not name devoxx/DevoxxGenieIDEAPlugin — 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 devoxx/DevoxxGenieIDEAPlugin in production, what risks or prerequisites should they evaluate first?
pass
AI named devoxx/DevoxxGenieIDEAPlugin 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 devoxx/DevoxxGenieIDEAPlugin solve, and who is the primary audience?
pass
AI named devoxx/DevoxxGenieIDEAPlugin explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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devoxx/DevoxxGenieIDEAPlugin — 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