AI RecommenderThe browser

Every page shows the shelf they were looking for

AI Recommender learns from what shoppers view, add and buy in your store, then places the right products on your home, product, cart and thank-you pages. A shopper who keeps opening blue kurtas sees blue kurtas first. A gift hunter sees gift sets.

riyafashion.in/products/blue-cotton-kurta
Picked for this shopperIndigo cotton straight kurta₹1,490
SMLXL
Add to cart
Complete the look
Juttis₹89096% match
Dupatta₹59094% match
Jhumkas₹45089% match
Kolhapuris₹1,19086% match
Signals this session
bluecottonsize Munder ₹2,000
Follow the shopper

The browser, one visit

  1. 9:20 pm

    Riya opens a blue cotton kurta from a Google Shopping ad.

  2. 9:21 pm

    She views two more blue pieces. The home page reorders around blue and cotton.

  3. 9:23 pm

    The product page shows "Complete the look" with a matching dupatta and juttis.

  4. 9:26 pm

    She checks out with the kurta and dupatta. The thank-you page suggests a care kit for next time.

What it does

Built for how real shoppers buy

Learns from live behaviour

Views, add-to-carts, purchases and search terms in the current session shape the next page within seconds.

Several block types

Frequently bought together, complete the look, similar items, recently viewed, trending in category and new for you.

Understands attributes

Colour, fabric, size, price band and occasion are read from your catalogue so matches feel picked by a person.

Stock and margin aware

Out-of-stock items and sizes are hidden. Low-margin products can be weighted down or excluded.

Merchandising rules

Pin hero products, bury items you are phasing out, and keep certain collections apart.

Works from the first visit

New shoppers see popular items in the category they landed on until their own signals build up.

Where it appears

In the places shoppers decide

  • 01
    Home page

    A personalised row for returning shoppers and category bestsellers for new ones.

  • 02
    Product page

    Complete the look and similar items placed under the add-to-cart button.

  • 03
    Cart

    Small add-ons that pair with what is already in the cart.

  • 04
    Thank-you page

    Next-visit picks based on the order that was just placed.

What you control

Your store, your rules

  • Choose which blocks appear on each page and in which order
  • Exclude collections, tags or products from all recommendations
  • Set a minimum margin for any product that can be recommended
  • Match the block styling to your theme fonts and colours

What you see in Conversion Reports

Every number for AI Recommender sits in its own report, next to the rest of your store.

Click-through by block

See which block shoppers actually use on each page.

Revenue from recommendations

Orders that include a product a shopper first saw in a block.

Order value lift

Average order value for sessions with and without a recommendation click.

How recommendations use shopper data

  • Recommendations use behaviour in your store only. Data from one store is never used to train or serve another.
  • No sensitive personal data such as health, religion or finances is used to decide what a shopper sees.
  • Shoppers' cookie choices are respected. If tracking is declined, blocks fall back to non-personal bestsellers.
  • Shopper data belongs to your store, is encrypted in transit and at rest, and is never sold.
Questions

About AI Recommender

Have a question about your own catalogue or platform?

Contact us
How much data does the recommender need before it works well?

It starts with category bestsellers on day one. Most stores see personal picks settle within a week of normal traffic.

Can I control the look of the blocks?

Yes. Blocks inherit your theme fonts, and you can change card style, spacing, titles and how many products show.

Will it recommend products I do not want to push?

No. You can exclude products, tags or whole collections, and set a margin floor for anything recommended.

Sweanzystore parcel14-day trial
Deliver to
Your online store
Contents
Every feature, all plans unlocked
Setup
Under an hour for most stores

Try Sweanzystore free for 14 days.

Tracking
  1. PackedYou sign up

    Tell us your store and platform. Login details arrive by email.

  2. ShippedInstall the app or script

    Shopify and WooCommerce apps, or one script tag for custom stores.

  3. Out for deliveryFeatures go live

    Recommendations, search and offers appear in your theme style.

  4. DeliveredYour first report

    See conversion, order value and revenue for each feature.