Shopify Store Analyzer

Spy on any Shopify store. Get traffic, estimated monthly revenue, product velocity, tech stack, and contact info — in one API call.

Pricing

$10 per 1000 stores — pay-per-event per store analyzed.

What you get

For each Shopify store:

Traffic & revenue (via SimilarWeb public API)

• monthly_visits — estimated visitors last month
• monthly_visits_trend — 3 months history
• global_rank, country_rank, category_rank
• bounce_rate, page_per_visit, avg_time_on_site_s
• top_countries — geographic breakdown
• traffic_sources — % search / social / paid / direct / mail
• top_keywords — with search volume and CPC
• revenue_estimate.monthly_revenue_usd_est = visits × conversion_rate × AOV

Products

• product_count_sampled
• price_min, price_max, price_median
• avg_order_value — median price × 1.5 (industry heuristic)
• new_products_7d, new_products_30d, new_products_90d — velocity signals
• likely_best_sellers — top 5 products by image count (hero SKUs usually have 5-10+ photos)

Collections

• collections_count
• top_collections — ranked by product count

Tech stack

Detects 50+ Shopify apps and integrations:

• Reviews: Judge.me, Yotpo, Loox, Stamped, Okendo
• Email/SMS: Klaviyo, Mailchimp, Omnisend, Attentive, Postscript
• Subscriptions: ReCharge, Bold, Smile.io
• Support: Gorgias, Tidio, Intercom, Drift
• Page builders: Shogun, GemPages, PageFly
• Dropshipping: Oberlo, Dsers, AutoDS, Printful
• Pixels: Facebook, TikTok, Pinterest, Snapchat, Google
• Payments: Shop Pay, Apple Pay, Afterpay, Klarna, Sezzle, Affirm

Social & contact

• socials — Instagram, Facebook, Twitter, TikTok, YouTube, Pinterest, LinkedIn
• emails — public emails from homepage
• phones — public phone numbers

Shopify meta

• myshopify_handle — the xxxx.myshopify.com subdomain
• currency, locale, theme_name
• likely_shopify_plus — detected from HTML markers

Input

{
    "storeUrls": ["https://allbirds.com", "gymshark.com"],
    "conversionRate": 2.5,
    "productSampleSize": 250
}

• storeUrls — any Shopify store URL (or bare domain)
• conversionRate — used in revenue formula (default 2.5%, Shopify industry average)
• productSampleSize — 0 = full catalog, default 250

How it works

All sources are public and free, no API keys:

1. /products.json — Shopify's public catalog API (works on every Shopify store)
2. /collections.json — public collection metadata
3. Homepage HTML — parsed for tech stack signatures, socials, meta tags, Shopify globals
4. SimilarWeb public API — https://data.similarweb.com/api/v1/data?domain=... (undocumented but stable)

Revenue estimate uses the industry-standard formula:

estimated_revenue = monthly_visits × conversion_rate × AOV

Where AOV = median_price × 1.5 items_per_order.

Use cases

• Dropshipping — spy on competitors before copying their niche
• SaaS sales — find Shopify stores using (or NOT using) your integration
• Agency prospecting — pitch website redesign to stores with old themes
• Competitor research — track tech stack changes over time
• Investor DD — verify claimed revenue of a Shopify DTC brand

Notes

• SimilarWeb data is estimated (±30% accuracy for stores with < 100K visits)
• Revenue estimate is an approximation; real revenue depends on actual CR and repeat rate
• Small stores (< 1000 monthly visits) often have no SimilarWeb data