Intended vs. Unfulfilled
Visitors came with purpose. Did they find what they wanted? Retail Mashup captures when intent doesn't match availability.
Commerce Relationship Observatory
Reveal the demand your transaction data misses.
Retail Mashup turns visitor expectations, almost-purchases, missing recommendations, and dead-end moments into opportunity intelligence.
Measure what visitors expected, almost purchased, couldn't find, and wished had been recommended.
Experience Retail Mashup
- 1Choose something you purchased or considered
- 2Select what naturally belongs with that purchase
- 3Watch how Retail Mashup converts it into a marker
Step 1: Choose something you purchased or considered.
How Observations Become Opportunities
Retail Mashup transforms what you observe into actionable intelligence. Every visitor interaction creates a measurable signal that reveals unmet expectations and hidden opportunities for improvement.
1
Observation
A shopper enters your space with expectations.
→
2
Marker
Their action creates a measurable signal.
→
3
Insight
Patterns reveal what was expected.
→
4
Opportunity
Unmet expectations become clear.
→
5
Action
Improvements are made with confidence.
Traditional Analytics vs Retail Mashup
Traditional Analytics Measure
- Visits
- Transactions
- Conversion Rate
- Average Order Value
- Traffic Sources
What happened
vs
Retail Mashup Measures
- Almost Purchased
- Expected Next
- Missing Recommendation
- Unmet Demand
- Experience Friction
- Cross-Category Opportunity
Why it didn't happen
Traditional analytics show you the outcomes. Retail Mashup reveals the opportunities you missed.
Marker types
What Gets Measured
Retail Mashup captures four types of observations that reveal where your ecosystem is creating friction or missing opportunity.
Almost-Purchased
A moment when purchase was nearly made. What would have closed the sale? What was missing from the experience or offering?
Unmet Recommendations
Complementary offerings that visitors never discovered. Cross-category opportunities your ecosystem is missing.
Experience Friction
Long checkouts, unavailable staff, misaligned information, navigation gaps. Where does your ecosystem lose visitors?
Understand Where Experience Breaks Down
What stopped you from completing or expanding a purchase?
Opportunity Observatory
Retail Mashup can be deployed as an observ for any retail environment where understanding visitor expectations matters.
Shopping Centers
Discover what cross-tenant opportunities visitors are missing.
Business Improvement Areas
Measure district-level opportunity through visitor signals.
Retail Destinations
Understand what draws visitors and what they expect to find.
Commercial Neighborhoods
Identify gaps between visitor expectations and available services.
Mixed-Use Developments
Reveal cross-category opportunity across retail, dining, services, and hospitality.
Retail Organizations
Understand internal expectations and unmet customer needs within your brand.
Every environment has a unique set of visitor expectations. Retail Mashup reveals yours.
Most organizations measure transactions.
Retail Mashup measures opportunities.
Understand what visitors expected, almost purchased, could not find, and wished had been recommended.
Because missed opportunities are often more valuable than completed transactions.