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apify-ecommerce

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UpdatedMay 12, 2026 at 04:23

Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon, Walmart, eBay, Shopify, WooCommerce, and more. Use when user asks about product prices, competitor analysis, store scraping, tech stack detection, food delivery, real estate, or marketplace intelligence.

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QuestNova502

QuestNova502/claude-skills-sync

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E-Commerce Cluster

Answer natural language e-commerce questions by routing to the right Apify Actor and delivering a synthesized answer.

Prerequisites

(No need to check it upfront)

.env file with APIFY_TOKEN
Node.js 20.6+ (for native --env-file support)
mcpc CLI tool: npm install -g @apify/mcpc

Workflow

Copy this checklist and track progress:

Task Progress:
- [ ] Step 1: Detect intent and select Actor
- [ ] Step 2: Fetch Actor schema via mcpc
- [ ] Step 3: Ask user preferences (format, result count)
- [ ] Step 4: Run the Actor
- [ ] Step 5: Analyze results and deliver synthesized answer

Step 1: Detect Intent and Select Actor

Classify the user's message into an intent, then pick the right Actor.

Intent signals:

Signals in user message	Intent
price, cost, cheapest, compare prices, pricing	`pricing`
review, rating, sentiment, stars, feedback	`reviews`
bestseller, top selling, most popular, trending	`bestsellers`
seller, vendor, reseller, who sells	`sellers`
all products from, scrape store, full catalog	`store-scrape`
what platform, built on, tech stack, Shopify or WooCommerce	`tech-stack`
SEO, listing quality, product page audit	`seo-audit`
competitor funnel, competitor pricing, conversion elements	`competitor`
search intent, keyword intent, SERP intent	`search-intent`
match products, same product on different platforms	`product-matching`
restaurant, food delivery, DoorDash, UberEats, TheFork	`food-delivery`
enrich store, store metadata, store list	`store-enrichment`
event, concert, ticket, Eventbrite	`events`
property, real estate, house listing, Realtor	`real-estate`
Facebook ads, Meta ads, ad library, competitor ads	`ads-intelligence`
classified, Craigslist, used item for sale	`classifieds`
car, used car, vehicle, automotive, Webmotors	`automotive`
pins, inspiration, Pinterest boards, visual search, Pinterest trends	`content-discovery`
TikTok Shop, TikTok store, TikTok creator	`tiktok-shop`
website for sale, domain for sale, Flippa	`website-marketplace`

If multiple intents are detected, ask: "Do you want [intent A] or [intent B]?"

Actor routing table — always try Primary first, switch to Fallback only if it fails or returns 0 results:

Intent	Platform	Primary Actor	Fallback Actor
`pricing`	Amazon / Walmart / generic	`apify/e-commerce-scraping-tool`	—
`pricing`	eBay	`apify/e-commerce-scraping-tool`	`ivanvs/ebay-scraper-pay-per-result`
`pricing`	Etsy	`apify/e-commerce-scraping-tool`	`epctex/etsy-scraper`
`pricing`	Google Shopping	`apify/e-commerce-scraping-tool`	`epctex/google-shopping-scraper`
`pricing`	Facebook Marketplace	`apify/e-commerce-scraping-tool`	`apify/facebook-marketplace-scraper`
`pricing`	SHEIN	`apify/e-commerce-scraping-tool`	`seamless_coffer/shein-product-scraper`
`pricing`	Lazada	`apify/e-commerce-scraping-tool`	`fatihtahta/lazada-scraper`
`pricing`	Canadian Tire	`apify/e-commerce-scraping-tool`	`azzouzana/canadiantire-ca-scraper`
`pricing`	Tesco	`apify/e-commerce-scraping-tool`	`radeance/tesco-scraper`
`pricing`	Shopify	`apify/e-commerce-scraping-tool`	`trovevault/shopify-products-scraper`
`pricing`	WooCommerce	`apify/e-commerce-scraping-tool`	`trovevault/woocommerce-products-scraper`
`reviews`	Amazon / Walmart / generic	`apify/e-commerce-scraping-tool`	`junglee/amazon-reviews-scraper`
`reviews`	Trustpilot	`apify/e-commerce-scraping-tool`	`casper11515/trustpilot-reviews-scraper`
`reviews`	TheFork	`apify/e-commerce-scraping-tool`	`jdtpnjtp/thefork-restaurant-scraper-advanced`
`bestsellers`	Amazon	`apify/e-commerce-scraping-tool`	`junglee/amazon-bestsellers`
`sellers`	Amazon	`apify/e-commerce-scraping-tool`	`junglee/amazon-seller-scraper`
`sellers`	eBay	`apify/e-commerce-scraping-tool`	`ivanvs/ebay-scraper-pay-per-result`
`store-scrape`	Shopify	`apify/e-commerce-scraping-tool`	`trovevault/shopify-products-scraper`
`store-scrape`	WooCommerce	`apify/e-commerce-scraping-tool`	`trovevault/woocommerce-products-scraper`
`store-scrape`	Amazon	`apify/e-commerce-scraping-tool`	`junglee/Amazon-crawler`
`store-scrape`	Flippa	`apify/e-commerce-scraping-tool`	`scraped/flippa-scraper`
`tech-stack`	any	`apify/e-commerce-scraping-tool`	`trovevault/e-commerce-tech-stack-detector`
`seo-audit`	any	`apify/e-commerce-scraping-tool`	`trovevault/product-listing-seo-auditor`
`competitor`	any	`apify/e-commerce-scraping-tool`	`trovevault/competitor-intelligence-scraper---funnel-pricing-conversion`
`search-intent`	any	`apify/e-commerce-scraping-tool`	`trovevault/ai-serp-intent-extractor---search-intent-classifier`
`product-matching`	any	`apify/e-commerce-scraping-tool`	`tri_angle/product-matching-vectorizer`
`store-enrichment`	any	`apify/e-commerce-scraping-tool`	`trovevault/e-commerce-store-data-enricher`
`food-delivery`	DoorDash	`apify/e-commerce-scraping-tool`	`tri_angle/doordash-store-details-scraper`
`food-delivery`	UberEats	`apify/e-commerce-scraping-tool`	`e-commerce/ubereats-reviews-scraper`
`food-delivery`	TheFork	`apify/e-commerce-scraping-tool`	`jdtpnjtp/thefork-restaurant-scraper-advanced`
`ads-intelligence`	Facebook / Meta	`apify/e-commerce-scraping-tool`	`apify/facebook-ads-scraper`
`classifieds`	Craigslist	`apify/e-commerce-scraping-tool`	`ivanvs/craigslist-scraper-pay-per-result`
`automotive`	Webmotors	`apify/e-commerce-scraping-tool`	`stealth_mode/webmotors-auto-search-scraper`
`events`	Eventbrite	`apify/e-commerce-scraping-tool`	`aitorsm/eventbrite`
`real-estate`	Realtor.com	`apify/e-commerce-scraping-tool`	`powerai/realtor-properties-search-scraper`
`content-discovery`	Pinterest	`apify/e-commerce-scraping-tool`	`fatihtahta/pinterest-scraper-search`
`tiktok-shop`	TikTok Shop	`apify/e-commerce-scraping-tool`	`lemur/tiktok-shop-creators`
`website-marketplace`	Flippa	`apify/e-commerce-scraping-tool`	`scraped/flippa-scraper`

Step 2: Fetch Actor Schema

Fetch the Actor's input schema dynamically using mcpc:

export $(grep APIFY_TOKEN .env | xargs) && mcpc --json mcp.apify.com --header "Authorization: Bearer $APIFY_TOKEN" tools-call fetch-actor-details actor:="ACTOR_ID" | jq -r ".content"

Replace ACTOR_ID with the selected Actor (e.g., apify/e-commerce-scraping-tool).

This returns:

Actor description and README
Required and optional input parameters
Output fields (if available)

Step 3: Ask User Preferences

Before running, ask:

Output format:
- Quick answer (default) — synthesized answer in chat, no file saved
- CSV — full export saved to disk
- JSON — full export saved to disk
Result count — suggest defaults by intent:

Intent	Default
`pricing`	50 products
`reviews`	200 reviews
`bestsellers`	100 items
`sellers`	50 sellers
`store-scrape`	all (unlimited)
`food-delivery`	50 restaurants
all others	20–50

Step 4: Run the Actor

Quick answer (display in chat, no file):

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT'

CSV:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_filename.csv \
  --format csv

JSON:

node --env-file=.env ${CLAUDE_PLUGIN_ROOT}/reference/scripts/run_actor.js \
  --actor "ACTOR_ID" \
  --input 'JSON_INPUT' \
  --output YYYY-MM-DD_filename.json \
  --format json

Step 5: Analyze Results and Deliver Answer

After the run completes, deliver a direct synthesized answer — not a data dump:

Pricing: price range, average, top 5 cheapest with URLs
Reviews: average rating, top 3 positive and negative themes, recent snippets
Bestsellers: top 10 by rank with name, price, rating, URL
Sellers: total sellers, price range per seller, unauthorized seller flags
Store-scrape: total products, category breakdown, price range, stock summary
Tech-stack: platform detected, confidence level, notable plugins
Food delivery: restaurant count, average rating, price tier breakdown
Ads intelligence: total ads, active/inactive split, top creative formats

Error Handling

APIFY_TOKEN not found — Ask user to create .env with APIFY_TOKEN=your_token mcpc not found — Ask user to install: npm install -g @apify/mcpc Actor not found — Check Actor ID spelling in routing table Run FAILED — Ask user to check the Apify console link in error output Timeout — Reduce result count or increase --timeout No results — Broaden keyword or switch to Fallback Actor from routing table proxy is required — Add "proxy": {"useApifyProxy": true} to input Platform not detected — Default to apify/e-commerce-scraping-tool with generic intent

name	apify-ecommerce
description	Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon, Walmart, eBay, Shopify, WooCommerce, and more. Use when user asks about product prices, competitor analysis, store scraping, tech stack detection, food delivery, real estate, or marketplace intelligence.

apify-ecommerce

More from this repository

More from this repository

E-Commerce Cluster

Prerequisites

Workflow

Step 1: Detect Intent and Select Actor

Step 2: Fetch Actor Schema

Step 3: Ask User Preferences

Step 4: Run the Actor

Step 5: Analyze Results and Deliver Answer

Error Handling

E-Commerce Cluster

Prerequisites

Workflow

Step 1: Detect Intent and Select Actor

Step 2: Fetch Actor Schema

Step 3: Ask User Preferences

Step 4: Run the Actor

Step 5: Analyze Results and Deliver Answer

Error Handling