memsolus
Usecase — E-commerce

AI that remembers
every detail
of your customer

Recommendations that improve with every visit, intelligent cart recovery, and post-sale service that anticipates issues — all with persistent memory.

Explore for E-commerce →View Documentation
+28%
Conversion rate
3×
Cart recovery
−50%
Support cost
MemSolus Assistant
Memory active
👗 Size M (except Brand X→L)🎨 Neutral palettes🚫 No polyester💚 Sustainable
J
I want a gift for my boyfriend.
M
New category for you! Based on your style, I can suggest gifts that match what you prefer — or tell me about him.
↑ adapted to Juliana's history
J
He likes minimalist style and wears M.
M
Perfect. Three sustainable options: organic linen shirt M ($49), natural canvas backpack ($79) and slim vegan leather wallet ($39). I know that matters to you. 🌿
Problem

The invisible cost of
AI without memory

01

Irrelevant recommendations

The system suggests products the customer already bought — or that contradict preferences expressed in previous sessions.

02

Generic cart recovery

"You forgot something" emails with no real context — converting only 5 to 10% of abandoned carts.

03

Impersonal post-sale

Customers repeat context every time. Predictable problems are not anticipated — and become avoidable complaints.

Features

Three moments where memory
transforms the sale

Assistente MemSolus
Recomendado para Juliana
🧴
Sérum vitamina C orgânico
Baseado em: interesse em cosméticos naturais
98%
R$189
👜
Bolsa canvas natural M
Material e tamanho preferidos
94%
R$297
🧥
Casaco linho bege — tamanho M
Paleta neutra + preferência linho
91%
R$459
Excluído automaticamente: 4 produtos com poliéster e 2 que você já comprou.
Impact

Measurable results
for your business

+28%
Increase in conversion rate with personalized recommendations
Recommendation
3×
Improvement in cart recovery vs. generic emails
Cart
+25%
Growth in average order value with contextual curation
AOV
−30%
Reduction in reverse logistics with proactive size alerts
Returns
−50%
Reduction in average support ticket resolution time
Support
+30%
Increase in NPS and repurchase rate within 90 days
Retention
Technical integration

Works with
your current stack

MemSolus is platform-agnostic. One API call to record and retrieve customer memories in real time — wherever your e-commerce runs.

  • REST API compatible with Shopify, VTEX, WooCommerce, and Magento
  • TypeScript SDK for React/Next.js and Node.js
  • Python SDK for ML pipelines and personalization
  • MCP (Model Context Protocol) for agents without extra code
  • Webhooks to trigger campaigns and churn alerts
View Documentation →
TypeScript
Why MemSolus

Memory that turns every
interaction into a competitive advantage

Unified customer profile

Preferences, interaction history, browsing patterns, and post-sale context in one place.

Real semantic search

"Prefers sustainable" is retrieved when searching "vegan leather" — personalization by intent, not keyword.

Under 150ms

Real-time memory latency for frictionless shopping experiences, even at scale of thousands.

SOC-2 & GDPR ready

Secure and isolated storage per customer. Compliance with data protection regulations.

Real-time webhooks

Trigger recovery campaigns, churn alerts, and CRM updates automatically.

Any platform

Shopify, VTEX, WooCommerce, Magento or custom stack. Integrates via REST in hours, not weeks.

Customers who return remember who
remembered them.

Persistent memory for every interaction — more conversion, more retention, less cost.