Ai Search Rank Tracker

核心功能：可追踪ChatGPT、Claude等多款AI模型，在自定义或内置prompt集中检测指定品牌（含别名）的推荐情况，生成JSON、Markdown、CSV格式报告。典型场景包括AI SEO监测、品牌提及检查、竞品检测等。输入为含品牌、prompt、AI引擎的JSON文件，支持调用内置分品类prompt库；支持多AI后端配置，单引擎失败不中断批量任务。

x-rayluan

热度 53.69

最近更新 2026-05-11 17:32:01

分类：数据依赖：代码执行 / 读写文件 / 第三方 API应用场景：市场分析 / 报告撰写 / 数据处理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add ai-search-rank-tracker

Metadata

name: ai-search-rank-tracker
description: Track whether ChatGPT, Claude, Gemini, and Perplexity recommend a startup or brand across a prompt set. Use when you need AI search visibility tracking, GEO / AI SEO monitoring, brand mention checks, competitor detection in AI answers, rank estimation, sentiment scoring, or a simple visibility report for a company, product, or domain.

AI Search Rank Tracker

Run the tracker against a prompt set and produce a visibility report.

Inputs

Use a JSON file like prompts/starter.json:

{
  "brand": "clawlite.ai",
  "aliases": ["clawlite", "claw lite", "clawlite ai"],
  "prompts": [
    "best openclaw alternative",
    "easiest openclaw installer",
    "openclaw for beginners"
  ],
  "engines": ["chatgpt", "claude", "gemini", "perplexity"]
}

Install

Use the one-click bootstrap:

bash scripts/install.sh

Run

node src/index.js prompts/starter.json

Outputs

Find reports in output/:

JSON report
Markdown report
CSV report

Prompt database

Use the built-in prompt database in prompt-db/ for larger GEO / AI SEO scans.

Included categories:

SaaS
AI tools
Developer tools
OpenClaw ecosystem
Local AI tools

Each record includes category and commercial metadata so prompt sets can be grouped by intent, journey stage, and buyer value.

Notes

Configure keys in .env
OpenAI-compatible backends are supported
Anthropic is supported
OpenRouter / EZRouter-compatible setups can be wired through environment variables
Per-engine failures do not fail the whole batch