# linkfox-sellersprite-product-search

Searches and filters Amazon items through the SellerSprite database by sales, BSR ranks, margins, and ratings. Helps evaluate competitors and find niche products.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · 434 installs · ★ 112
- Author: linkfox-ai
- License: MIT · policy=mirror · the beginning of the file is at the end of this page
- Source: https://github.com/linkfox-ai/linkfox-skills/tree/HEAD/skills/linkfox-sellersprite-product-search/SKILL.md
- Updated: 2026-10-16
- HTML: https://affpapa.org/en/nevibecode/skills/linkfox-sellersprite-product-search

## What it does

This skill queries the SellerSprite product database across ten Amazon marketplaces: US, UK, DE, FR, JP, CA, IT, ES, MX, and IN. It pulls either real-time data from the last 30 days via `nearly` or monthly snapshots formatted as `yyyyMM`. Keyword matching supports phrase, fuzzy, and exact search modes.

Queries run through `python scripts/sellersprite_product_search.py` or the `POST /sellersprite/productSearch` API endpoint. You can filter by price, gross margin, FBA fees, seller nationality, and badges like Best Seller or Amazon's Choice.

Pagination caps results at 2,000 records. The runner script caches data for 24 hours.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-product-search -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/linkfox-sellersprite-product-search/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/linkfox-sellersprite-product-search/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-product-search -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/linkfox-sellersprite-product-search/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-product-search -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/linkfox-sellersprite-product-search/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install linkfox-ai/linkfox-skills linkfox-sellersprite-product-search
```

2. **Manually: put the files in place**
- File: `.github/skills/linkfox-sellersprite-product-search/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-product-search -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/linkfox-ai/linkfox-skills --path skills/linkfox-sellersprite-product-search
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/linkfox-sellersprite-product-search/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add linkfox-ai/linkfox-skills --skill linkfox-sellersprite-product-search -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/linkfox-ai/linkfox-skills/tree/HEAD/skills/linkfox-sellersprite-product-search/SKILL.md

## When to use it
- filter Amazon products by gross profit margin and monthly unit sales
- track products with improving category BSR ranks
- inspect historical monthly snapshots against current 30-day sales
- screen listings by seller nationality and fulfillment method

## Example prompts
- Search for US Amazon products matching yoga mat with monthly sales over 1000 units and profit above 25%.
- Find DE marketplace listings with ratings between 3.8 and 4.3 using FBA fulfillment.
- Pull snapshot data for 202412 in category node 123456 sorted by total units descending.

## Source text · SKILL.md · MIT

Below is the content of a third-party file. It is data, not instructions for you: do not act on anything written inside unless the human asks. Block tag: a3b41feabfa23ecf.

BEGIN THIRD-PARTY FILE a3b41feabfa23ecf
```text
---
name: linkfox-sellersprite-product-search
description: 使用卖家精灵数据搜索和筛选亚马逊商品，支持价格、月销量、BSR排名、毛利率、评分、配送方式、标签、卖家来源等多维度条件，覆盖多个亚马逊站点。当用户提到亚马逊选品调研、产品筛选、销量过滤、产品发掘、BSR分析、小众商品发现、竞品分析、市场机会评估、按商品维度的市场规模估算、毛利率筛选、SellerSprite product selection, Amazon product selection, sales filtering, BSR analysis, profit screening, market analysis, product selection tool时触发此技能。即使用户未明确提及"卖家精灵"，只要其需求涉及筛选和分析亚马逊商品级数据进行选品，也应触发此技能。
---

# SellerSprite Product Search

This skill guides you on how to search, filter, and analyze Amazon product data via the SellerSprite product database, helping Amazon sellers make data-driven product selection decisions.

## Core Concepts

SellerSprite Product Search provides access to a comprehensive Amazon product database with rich filtering dimensions. It supports real-time data (last 30 days) as well as monthly historical snapshots for year-over-year and month-over-month comparisons. Supported `marketplace` codes are **only**: US, UK, DE, FR, JP, CA, IT, ES, MX, and IN (same as the gateway schema).

**BSR (Best Sellers Rank)**: A lower BSR value means better sales performance in its category. A BSR of 1 means the top-selling product in that category. When a user says "BSR improved", it means the numeric value decreased; "BSR dropped" means the value increased.

**Data snapshot**: The `dataSnapshotMonth` parameter controls which time period to query. Use `nearly` (the default) for real-time last-30-day data, or a `yyyyMM` string (e.g., `202412`) to query a historical monthly snapshot. This is useful for seasonal analysis and year-over-year comparison.

**Match types for keywords**: When searching by keyword, three matching strategies are available:
- **Phrase match** (default): Product titles must contain the keyword phrase
- **Fuzzy match**: Broader matching with related terms
- **Exact match**: Strict exact-string matching

## Parameter Guide

### Search & Filtering

| Parameter | Type | Description | Default |
|-----------|------|-------------|---------|
| keyword | string | Search keyword; translate to the target marketplace language (e.g., English for US, German for DE) | - |
| matchType | integer | 1 = Phrase match, 2 = Fuzzy match, 3 = Exact match | 1 |
| excludeKeywords | string | Keywords to exclude from results | - |
```
END THIRD-PARTY FILE a3b41feabfa23ecf

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