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Fixed price: $500 – $2,500, never more.

PINCLERTechnologies
E-commerce Solutions

AI Product Recommendation Engine

Show every shopper the products they are most likely to buy next

Fixed price
$1,200 – $2,500
Delivery
12–20 days
Built with
Cursor · Claude Code · DeepSeek · GPT · Claude
AI Product Recommendation Engine — example interface built by PINCLER
Illustrative screens — every project is designed for your brand and workflow.

An AI product recommendation engine that personalises your store, emails and WhatsApp offers using purchase behaviour. E-commerce AI development from $1,200 to $2,500.

The problem

Online stores with more than a few hundred products show every visitor the same bestsellers. Shoppers cannot find the complementary item, average order value stays flat, and email campaigns blast the whole list with one offer. Recommendation apps for Shopify charge by traffic and cannot use your own data, while enterprise personalisation suites start at five figures a year.

What we build

We build a recommendation engine that combines product embeddings with each shopper's browsing and purchase behaviour to power 'you may also like', 'frequently bought together', personalised homepage rows, cart upsells and individual offers in email and WhatsApp. It plugs into Shopify, WooCommerce or a custom store through a small API. Custom software development with Cursor and Claude Code scaffolds the data pipeline, pgvector search and widget quickly, DeepSeek keeps embedding costs low, and we A/B test against your current layout before rollout. Priced from $1,200 to $2,500, never more, in 12 to 20 days.

Features included

  • Similar and complementary product suggestions
  • Personalised homepage and category rows
  • Cart upsell and cross-sell widgets
  • Personalised email and WhatsApp offers
  • Cold-start handling for new visitors
  • Works with Shopify, WooCommerce or custom
  • A/B testing with revenue attribution
  • Merchandising rules and exclusions

What you receive

  • Full source code in your GitHub repository
  • Recommendation API deployed in your cloud
  • Storefront widgets installed and styled
  • Performance dashboard and handover video
  • 30-day tuning and bug-fix window

Ideal for

  • Fashion and beauty stores
  • Electronics retailers
  • Grocery and supplements
  • Home and furniture brands
  • Marketplaces with many sellers

FAQ

AI Product Recommendation Engine: common questions

How much does a recommendation engine cost?

Between $1,200 and $2,500 depending on catalogue size, channels and platform, delivered in 12 to 20 days. The fixed price never exceeds $2,500.

How much data do we need?

A catalogue with descriptions and images is enough to start with content-based suggestions. Behavioural personalisation improves as orders flow in, and we handle new visitors with sensible defaults.

Where does our customer data live?

In your own database and cloud account. Only product text and anonymised behaviour signals are processed, and nothing is shared with third parties.

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Want a ai product recommendation engine? Let's scope it.

Book a free call. We will confirm the scope, quote a fixed price between $1,200 – $2,500, and start within days.