Ecommerce Product Recommendations Example
Generic Homepage Before
Displays generic promotions and reviews not aligned with the visitor’s interests.
- Default banner and mixed categories
- Unoptimized ad creatives
- No context from search keywords
Personalized Health Segment After
Arriving from a search for “health,” the visitor sees banners and recommendations aligned with fitness and wellness.
- Targeted banner: Lifestyle & fitness theme hero
- Ad modules: Gym gear & wellness items
- Recommendations: Content & products from health category
User Story
A visitor arrives at the website from a search engine with keywords such as “health”. Using Personyze, the site can instantly display a personalized version of the homepage that aligns with this visitor’s interest in health and fitness.
Home Page Personalization
The homepage transforms automatically for the “Health” segment:
- Changes the logo variation to one that performs best with this segment.
- Displays a targeted banner that engages the visitor upon entry.
- Shows a tested ad banner proven to receive more clicks from this audience.
- Delivers content recommendations of news articles related to health and fitness.
- Presents a targeted video in the first position relevant to the visitor’s interest.
What Changes
- Banner & creative: replaced with fitness-oriented imagery and message.
- Navigation highlights: Health category surfaces higher in the list.
- Articles & videos: show reviews of gym equipment, cross-trainers, and wellness content.
- Calls to action: lead directly to health-related pages instead of general categories.
Signals & Targeting
- Referrer: search engine visit containing “health” or similar keyword.
- Behavioral: previous category visits or page views tied to health/fitness content.
- Contextual: session location, device type, and traffic source.
What kind of targeting is this?
This is a classic example of behavioral and contextual personalization based on referrer data and on-site behavior.
Can this logic apply to other categories?
Yes—any category (e.g., electronics, home appliances, fashion) can trigger its own banner, recommendations, and creative set.
Is A/B testing supported?
Yes—Personyze allows testing of banners, videos, and layouts to measure engagement and CTR improvement.