← Back to Skills Marketplace
nexscope

Amazon Niche Finder

by nexscope-ai · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
113
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install amazon-niche-finder-skill
Description
Discover profitable Amazon niches with low competition and high demand. Evaluates niche viability using demand indicators, competition metrics, profit margin...
README (SKILL.md)

Amazon Niche Finder 💎

Discover profitable Amazon niches with low competition and high demand. Evaluates niche viability using demand indicators, competition metrics, profit margins, and growth potential.

Supported platforms: Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Install

npx skills add nexscope-ai/eCommerce-Skills --skill amazon-niche-finder -g

Usage

Help me find a profitable niche on Amazon US. I have $5000 to invest and want at least 30% margins. No electronics or supplements.

Capabilities

  • Niche viability scoring (demand, competition, margins, barriers)
  • Sub-niche discovery from broad categories
  • Competition density assessment (reviews, ratings, brand presence)
  • Average revenue estimation per niche
  • Seasonal vs evergreen niche classification
  • Entry strategy recommendation per niche

How This Skill Works

Step 1: Collect information from the user's message — product, platform, current situation, and goals.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Research and analyze using the frameworks and methodology below.

Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.

Output Format

  • Start with a summary of findings
  • Include specific data points and benchmarks where available
  • Provide prioritized action items
  • Mark estimates with ⚠️ when based on incomplete data
  • End with concrete next steps

Other Skills

More e-commerce skills: nexscope-ai/eCommerce-Skills

Amazon-specific skills: nexscope-ai/Amazon-Skills

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Usage Guidance
Before installing or running this skill: (1) Do not run the provided npx command unless you trust the nexscope-ai package — npx will fetch and execute remote code. Verify the package source (GitHub/npm repo, maintainer, recent activity, and code) before running. (2) Ask the skill author how it obtains data for each supported platform and whether any API keys will be requested; require explicit declarations for any credentials. (3) If you must try it, run the installation in a sandbox or isolated environment and avoid supplying platform credentials until you confirm the package's safety. (4) Prefer skills whose registry entry includes an install spec and provenance (official repo/maintainer) or that operate purely on user-provided data.
Capability Analysis
Type: OpenClaw Skill Name: amazon-niche-finder-skill Version: 1.0.0 The skill bundle contains standard metadata and operational instructions for an AI agent to perform e-commerce market research. There is no executable code provided, and the instructions in SKILL.md are strictly aligned with the stated purpose of niche discovery without any evidence of prompt injection, data exfiltration, or malicious intent.
Capability Assessment
ℹ Purpose & Capability
Name, description, and declared capabilities (niche scoring, competition assessment, etc.) are consistent with an Amazon/commerce research tool. However, the SKILL.md lists many supported platforms (Shopify, WooCommerce, TikTok Shop, Etsy, etc.) but does not declare any credentials or explain how it will access platform-specific data, which is a notable omission.
⚠ Instruction Scope
The runtime instructions are high-level and allow the agent broad discretion to "research and analyze" without specifying permitted data sources or APIs. That open-ended phrasing can lead to the agent scraping or contacting arbitrary websites or requesting credentials. The follow-up question step is well-scoped, but the overall research step is vague and could cause unexpected data access.
⚠ Install Mechanism
Although the registry lists no install spec (instruction-only), the SKILL.md includes a user Install command using npx to add nexscope-ai/eCommerce-Skills globally. That command would pull and execute code from the npm ecosystem (or a GitHub/npm package) outside the registry's control — a potential source of arbitrary code execution if the package is untrusted. The registry should either provide a vetted install or explicitly document the source and trustworthiness of that package.
ℹ Credentials
The skill declares no required environment variables or credentials, which is consistent with an instruction-only tool that uses only public data. At the same time, because it advertises integration with many commerce platforms (which commonly require API keys), the absence of any declared credential requirements is ambiguous: deeper integrations would typically need platform-specific keys, but none are requested or described.
✓ Persistence & Privilege
The skill does not request always-on presence and uses default autonomous-invocation settings (normal for skills). There is no evidence it modifies other skills or writes persistent system-wide configuration.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install amazon-niche-finder-skill
  3. After installation, invoke the skill by name or use /amazon-niche-finder-skill
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Amazon Niche Finder. - Identify profitable Amazon niches with low competition and high demand. - Analyze demand indicators, competition metrics, profit margins, and growth potential. - Supports multiple e-commerce platforms including Amazon, Shopify, Walmart, eBay, and more. - Provides niche viability scoring, sub-niche discovery, and actionable entry strategies. - Delivers structured recommendations with data points and prioritized next steps.
Metadata
Slug amazon-niche-finder-skill
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Amazon Niche Finder?

Discover profitable Amazon niches with low competition and high demand. Evaluates niche viability using demand indicators, competition metrics, profit margin... It is an AI Agent Skill for Claude Code / OpenClaw, with 113 downloads so far.

How do I install Amazon Niche Finder?

Run "/install amazon-niche-finder-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Amazon Niche Finder free?

Yes, Amazon Niche Finder is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Amazon Niche Finder support?

Amazon Niche Finder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Amazon Niche Finder?

It is built and maintained by nexscope-ai (@nexscope); the current version is v1.0.0.

More Skills
self-improving agent
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
⬇ 463815 · by pskoett
Skill Vetter
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
⬇ 259802 · by spclaudehome
Polymarket
Query Polymarket prediction markets. Check odds, find trending markets, search events, track price movements.
⬇ 232503 · by joelchance
Self-Improving + Proactive Agent
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
⬇ 200680 · by ivangdavila
Github
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
⬇ 191345 · by steipete
ontology
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
⬇ 190333 · by oswalpalash

💬 Comments