Kreativfyul
Responsive site layout reviewed on a laptop and phone
ProductWebsites

Brazil AC storefront

A catalog that recommends the next unit

An ecommerce site for a Brazilian air-conditioning firm, with recommendations from the catalog and the session.

  • 12 wks

    Catalog through recommendations

  • pt-BR

    Storefront language

  • Specs

    Recommendations cannot invent them

Client names, logos, and contracts stay unpublished under NDA. Software screens use sample data, not live records.

Outcome focus

Live recs

Shown from the current session and catalog

Explore websites

01 — Context

Challenge

The catalog was a price list. Shoppers comparing capacity and install type left without a sensible next unit, and staff answered the same sizing questions in chat.

02 — Method

Approach

The storefront is in Portuguese. Product pages carry capacity, voltage, and install type. A recommendation service ranks related units from the current session and from what sold with that class of product. It does not invent specs. The firm is unnamed under NDA.

Workflow

  1. Browse specs

    Capacity, voltage, and install type filter the catalog.

  2. See related units

    The row uses this session plus items people viewed or bought together.

  3. Checkout

    The cart keeps the chosen unit. Recommendations never replace the selection.

Outcomes

  • Product pages lead with specs a buyer compares
  • Recommendations update as the session changes
  • Out-of-stock units drop out of the row

Measurement

Illustrative patterns from this engagement style

Sessions that opened a recommended unit

Illustrative share of product sessions that clicked a recommended unit after the row shipped.

W8W9W10W11W12
  • 6 W8
  • 11 W9
  • 17 W10
  • 21 W11
  • 24 W12

Checkpoint values

Same series as bars — useful for scanning week-to-week movement.

How the next unit was found

Illustrative.

Before

  • Filter only50%
  • Asked in chat35%
  • Related row15%

After we rebalance

  • Filter only40%
  • Asked in chat18%
  • Related row42%

Charts are illustrative patterns for how we sequence and measure work in this category. They are not audited financial results or guarantees.

Visuals

Project gallery

Forms and listings are sample interfaces. They are not screenshots of a client's live data.

Website layout checked on laptop and phone
Website layout checked on laptop and phone
Recommendation rules reviewed beside the catalog
Recommendation rules reviewed beside the catalog

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