RRepoGEO

REPOGEO REPORT · LITE

KevRojo/Dulus

Default branch main · commit a70ed870 · scanned 5/31/2026, 1:06:35 PM

GitHub: 713 stars · 26 forks

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 KevRojo/Dulus, 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
    Clarify the repository description to explicitly state it's an AI agent, not a web framework

    Why:

    CURRENT
    The best CLI agent - The only system capable of maintaining a 98% cache hit rate across a 2 billion token session lasting 3 months. — reads & edits files, runs Bash, greps your repo, browses the web, ships commits, all from your terminal.
    COPY-PASTE FIX
    Dulus is a powerful, API-key-free CLI AI agent that reads & edits files, runs Bash, greps your repo, browses the web, and ships commits, all from your terminal. It uniquely maintains a 98% cache hit rate across 2 billion token sessions.
  • hightopics#2
    Add more specific topics related to CLI AI agents and local AI

    Why:

    CURRENT
    agent, ai, assistant, claw, dulus, falcon, openai, python3, web-provider
    COPY-PASTE FIX
    agent, ai, assistant, dulus, openai, python3, ai-agent, cli-tool, autonomous-agent, local-ai, no-api-key, terminal-agent, code-generation, web-browsing, bash-automation
  • mediumreadme#3
    Add a clear, concise category statement to the README's opening

    Why:

    CURRENT
    > **Use IA agents without an API key. $0.**
> **Hunt. Patch. Ship.** A Python autonomous agent that flies on any model — and uniquely opens your browser, captures your **Gemini** (guest, no login) · **Claude.ai** · **Claude Code** · **Kimi.com** · **Qwen** · **DeepSeek** session, then lets you drive frontier IA as if it were an API. **No api key. No subscription. No credit card.**
    COPY-PASTE FIX
    > **Dulus is a powerful, API-key-free CLI AI agent.**
> **Hunt. Patch. Ship.** A Python autonomous agent that flies on any model — and uniquely opens your browser, captures your **Gemini** (guest, no login) · **Claude.ai** · **Claude Code** · **Kimi.com** · **Qwen** · **DeepSeek** session, then lets you drive frontier IA as if it were an API. **No api key. No subscription. No credit card.**

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 KevRojo/Dulus
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 1×
  2. Ollama · recommended 1×
  3. Jan · recommended 1×
  4. LocalAI · recommended 1×
  5. GPT4All · recommended 1×
  • CATEGORY QUERY
    How to use an AI assistant from the command line without needing an API key?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. Hugging Face Transformers
    7. Google Colaboratory

    AI recommended 7 alternatives but never named KevRojo/Dulus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow an AI to interact with my terminal, files, and browse the web?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter
    2. AutoGPT
    3. LangChain
    4. LlamaIndex
    5. GPT-Engineer
    6. CrewAI

    AI recommended 6 alternatives but never named KevRojo/Dulus. 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 KevRojo/Dulus?
    pass
    AI named KevRojo/Dulus explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite