firecrawl-shop

Research products with Firecrawl and produce shopping recommendations or cart-ready summaries.

Updated Aug 2, 2026
One-click install
npx skills add https://github.com/leonardoacosta/agents --skill firecrawl-shop-leonardoacosta
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: firecrawl-shop
Source: https://github.com/leonardoacosta/agents/tree/main/skills/firecrawl-shop
Command: npx skills add https://github.com/leonardoacosta/agents --skill firecrawl-shop-leonardoacosta

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Comparing products across scattered review sites, forums, and shopping pages is slow and error-prone. This Skill automates web-wide product research with Firecrawl and delivers a structured recommendation, optionally adding the chosen item to a cart when authorized. ## Core Features & Use Cases - Multi-source product research: Uses Firecrawl search and scrape to compare reviews, specifications, pricing, Reddit/forums, and trusted review sites. - Structured recommendation report: Produces a markdown deliverable covering the recommended option, compared products, review signals, sources, and rerun inputs. - Authorized cart actions: Uses the Firecrawl browser with an authenticated profile to add items to a cart, stopping before checkout unless explicitly instructed. - Use Case: Ask for the best espresso machine under $500; the Skill researches options across review sites and forums, compares price and specs, and recommends one with cited sources. ## Quick Start Research the best wireless noise-canceling headphones under $300 and give me a shopping recommendation with sources.

Frequently Asked Questions about firecrawl-shop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compare products across multiple websites automatically?

Use Firecrawl search and scrape to collect product pages, specifications, pricing, and reviews from multiple sources, then compare them against your budget and preferences. The Skill outputs a structured recommendation with compared products and cited sources.

What do I need to run Firecrawl product research?

You need a valid FIRECRAWL_API_KEY for hosted Firecrawl requests. Cart actions additionally require an authenticated browser profile, and items are only added to a cart when you explicitly ask.

Can Firecrawl add items to a shopping cart for me?

Yes, but only when you explicitly request it and an authenticated browser profile is available. The Skill uses the Firecrawl browser to add the item and stops before checkout unless you give explicit approval to proceed.

Does the shopping research include Reddit and forum reviews?

Yes, the collection plan covers Reddit, forums, trusted review sites, product pages, and seller listings. Review signals from these sources are summarized in the final report alongside pricing and specification comparisons.

What are the limitations of automated shopping research?

Results depend on publicly scrapeable pages, so prices and availability may change after collection. The Skill will not complete purchases or checkout without explicit approval, and it flags affiliate, sponsored, or unreliable sources when visible.