Introduction
SimplerSuite Recommendations adds intelligent product recommendations to your Shopify store. It learns from your store’s traffic and adapts over time, progressing through three recommendation levels:
- Rule-based — curated rules like “bought together”, “same collection”, and trending products. Available immediately.
- ML-powered — gradient-boosted tree models trained on your store’s click, cart, and purchase signals. Activates automatically once enough data is collected.
- Embedding-based — deep product embeddings that capture nuanced similarity. Available on the Scale plan.
Key Features
- Multiple widget placements — product page, cart, collection, home, post-purchase
- A/B testing — compare recommendation strategies with built-in experiment framework
- Review sentiment analysis — factor customer review sentiment into recommendations
- Analytics dashboard — impressions, clicks, add-to-carts, and revenue attribution
- Event tracking — track shopper interactions to improve model accuracy
- Integrations — Klaviyo, Mailchimp, and webhook support
Architecture
The app runs as a Shopify embedded app with:
- An admin dashboard for configuration, analytics, and billing
- A storefront widget injected via Shopify app embed or manual installation
- A recommendation engine that processes events and generates recommendations server-side
- API endpoints for headless storefronts and custom integrations
Pricing
| Plan | Price | Sessions | Highlights |
|---|---|---|---|
| Starter | Free | 1,000/mo | Rule-based recs, 2 placements, basic analytics |
| Growth | $29/mo | 10,000/mo | ML recs, all placements, full analytics |
| Pro | $79/mo | 50,000/mo | Sentiment analysis, A/B testing, taste segments |
| Scale | $199/mo | Unlimited | Embedding recs, API access, priority support |
See Pricing for full details.