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Firecrawl Shop

  • 29.5k installs
  • 101 repo stars
  • Updated June 19, 2026
  • firecrawl/firecrawl-workflows

Firecrawl Shop is a workflow skill that automates product research and generates shopping recommendations.

About

Firecrawl Shop is a workflow skill that performs product research and shopping recommendations. Developers use it to analyze product catalogs and generate comparison reports. It produces structured product intelligence for market research or e-commerce applications.

  • Automated product research and analysis
  • Shopping recommendation generation
  • Structured product comparison

Firecrawl Shop by the numbers

  • 29,516 all-time installs (skills.sh)
  • +362 installs in the week ending Jul 28, 2026 (Skillselion tracking)
  • Ranked #14 of 854 Sales & Marketing skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
At a glance

firecrawl-shop capabilities & compatibility

Capabilities
product analysis · recommendation generation · catalog scraping
Use cases
research · web scraping
Pricing
Freemium
npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-shop

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Listed on Skillselion
Installs29.5k
repo stars101
Security audit2 / 3 scanners passed
Last updatedJune 19, 2026
Repositoryfirecrawl/firecrawl-workflows

What it does

Generate product research and shopping recommendations from catalog analysis.

Who is it for?

E-commerce and market research applications.

Skip if: Real-time pricing or inventory tracking.

When should I use this skill?

User wants product comparisons, shopping recommendations, or review-backed purchase decisions via Firecrawl.

What you get

Produces product research reports and shopping recommendations.

  • Purchase recommendation report
  • Product comparison summary

By the numbers

  • Skill version 0.1.0

Files

SKILL.mdMarkdownGitHub ↗

Firecrawl Shop

Use this to research products and recommend a purchase option. Only add items to a cart when the user explicitly asks and has an authenticated browser profile available.

Onboarding Interview

Infer the product, budget, preferences, sites, and desired stopping point from context. If the product is clear, proceed immediately.

Ask at most 1-3 concise questions only if blocked, such as the product, hard budget/preferences, or whether cart actions are allowed.

Firecrawl Collection Plan

Use Firecrawl search and scrape to compare reviews, product pages, specifications, pricing, Reddit/forums, and trusted review sites. Use Firecrawl browser for shopping-site navigation and cart actions when authorized.

Process

1. Research product options across multiple sources. 2. Compare price, specs, reviews, seller quality, shipping, and fit to preferences. 3. Pick the best option and explain why. 4. If the user asked for cart actions, open the shopping site in browser, add the item, and stop before checkout unless explicitly instructed.

Final Deliverable

# Shopping Research: [Product]

## Recommendation
[Best option and why]

## Products Compared
[Product, price, seller, key specs, pros/cons]

## Review Signals
[Patterns from reviews and external sources]

## Cart Status
[Only if requested: item added, price, seller, confirmation]

## Sources
[URLs used]

## Rerun Inputs
workflow: firecrawl-shop
query: [product]
budget: [budget]
sites: [preferred sites]

Quality Bar

  • Be specific with model numbers, prices, and sellers.
  • Do not purchase or check out without explicit approval.
  • Note affiliate, sponsored, or unreliable sources when visible.

Related skills

FAQ

What is the output?

Structured product research, comparisons, and shopping recommendations.

What sources can this analyze?

Product catalogs, shopping websites, and e-commerce platforms.

Is Firecrawl Shop safe to install?

skills.sh reports 2 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

Sales & Marketingecommercefinance

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