# llmopt

> llmopt — jonradoff-llmopt. Use this tool when you need to optimize your brand's visibility in AI search engines and Large Language Models (LLMs). Llmopt analyzes and improves how AI systems perceive, cite, and recommend brands, providing Generative Engine Optimization (GEO) capabilities to enhance online presence. It takes in brand data and outputs optimized strategies for better AI-driven discoverability.

Canonical page: https://skillsregistry.net/skills/jonradoff-llmopt  
JSON: https://api.skillsregistry.net/v1/skills/jonradoff-llmopt

## Description

AI visibility intelligence platform (like SEO, but for AI: analyze and optimize how LLMs and AI search engines perceive, cite, and recommend brands. Generative Engine Optimization (GEO).

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-26

## Source

- **Source listing:** [GitHub](https://github.com/jonradoff/llmopt)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jonradoff-llmopt"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jonradoff-llmopt` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jonradoff-llmopt/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt