CX Sales

Guided Product Recommendation Agent

Automatically recommends upsell and cross-sell products based on historical purchase patterns and frequently-bought-together analysis.

Powered by 15+ LLMs Live in weeks Fully managed
Guided Product Recommendation Agent Enterprise-grade · monitored 24/7

Guided Product Recommendation Agent

The Omnifys Guided Product Recommendation Agent helps sales teams increase revenue by delivering intelligent AI-powered product recommendations, personalised upsell opportunities, and data-driven cross-sell suggestions throughout the sales journey. By analysing historical purchase behaviour, customer preferences, product relationships, CRM data, and frequently bought together patterns, the agent recommends the right products at the right time to maximise customer value and improve sales performance.

Instead of relying on manual product selection or generic recommendations, the Guided Product Recommendation Agent continuously evaluates customer purchase history, buying behaviour, account profiles, industry trends, product catalogues, and real-time sales interactions. It then identifies the products that customers are most likely to purchase, helping sales representatives increase average order value, improve attach rates, and deliver more personalised buying experiences.

Designed for organisations across the USA, Canada, Australia, and the Middle East, the Guided Product Recommendation Agent integrates seamlessly with leading CRM platforms, ERP systems, eCommerce platforms, product catalogues, CPQ software, and sales applications. Built and fully managed by Omnifys, every deployment includes implementation, monitoring, optimisation, security, and ongoing support.


What it does

AI-powered purchase pattern analysis

Analyses historical purchase history, customer buying behaviour, order frequency, product usage, and account preferences to identify purchasing trends and recommend the most relevant products for every customer.

Frequently bought together analysis

Uses artificial intelligence to discover products and services that customers commonly purchase together. These insights help sales teams create more effective cross-sell offers and bundled product recommendations.

Intelligent upsell recommendations

Identifies premium products, upgraded services, higher-value packages, and complementary solutions that align with each customer’s purchasing history, business needs, and buying behaviour.

Real-time cross-sell suggestions

Provides intelligent cross-sell recommendations during sales conversations, quote creation, and opportunity management to help sales representatives increase deal value and improve customer satisfaction.

In-quote product recommendations

Automatically suggests additional products and services while sales representatives prepare quotations, proposals, or customer offers, making it easier to increase average order value without additional manual effort.

Attach rate optimisation

Tracks product attachment rates across customers, accounts, industries, and sales teams. It identifies opportunities to improve product bundling strategies and increase overall revenue.

Customer segmentation and buying insights

Groups customers based on purchasing behaviour, product preferences, industry, company size, and buying patterns to deliver highly personalised product recommendations and targeted sales campaigns.

CRM and product catalogue integration

Integrates seamlessly with CRM platforms, ERP systems, product catalogues, CPQ software, eCommerce platforms, inventory systems, and sales applications to deliver recommendations directly within existing workflows.


How it works

1. Discovery & Sales Workflow Assessment

Every implementation begins with a detailed discovery workshop. Our specialists analyse your sales processes, product catalogue, CRM environment, pricing strategy, customer buying journeys, and historical sales data. This allows us to configure the Guided Product Recommendation Agent to match your products, customers, and business objectives.

2. Platform Configuration

The Guided Product Recommendation Agent is configured on the Omnifys AI platform and integrated with your CRM, ERP, CPQ software, product catalogue, eCommerce platform, customer database, pricing systems, and sales applications. This creates a complete view of customer purchasing behaviour and product relationships.

3. Intelligent Multi-LLM Processing

Every recommendation is powered by Omnifys’ AI orchestration platform, which intelligently routes workflows across 15+ leading Large Language Models (LLMs) together with predictive AI models. The platform analyses purchase history, customer behaviour, buying intent, frequently bought together patterns, product performance, and sales opportunities to generate highly accurate upsell and cross-sell recommendations.

4. Supervised Pilot

Before production deployment, the Guided Product Recommendation Agent operates alongside your sales and product teams in a supervised pilot. During this phase, recommendation accuracy, upsell suggestions, cross-sell opportunities, and workflow integrations are validated and refined using real sales data.

5. Production Deployment

Once approved, the Guided Product Recommendation Agent is deployed into your production environment with enterprise-grade monitoring, configurable recommendation rules, secure integrations, intelligent alerts, audit logging, role-based permissions, and human approval workflows where required.

6. Continuous Optimisation

Customer preferences and buying behaviour evolve over time. Therefore, Omnifys continuously monitors recommendation performance, updates AI models, refines purchase pattern analysis, improves cross-sell accuracy, and enhances product recommendation strategies. This ensures your sales teams always receive relevant and high-performing recommendations.


Why Choose Guided Product Recommendation Agent?

The Omnifys Guided Product Recommendation Agent helps organisations increase revenue through intelligent product recommendations that support every stage of the customer journey. By combining AI-powered analytics with customer purchase insights, sales teams can recommend the right products, strengthen customer relationships, and improve overall sales performance.

Benefits include:

  • Increases revenue with AI-powered upsell and cross-sell recommendations.
  • Identifies products customers are most likely to purchase.
  • Improves average order value through intelligent product suggestions.
  • Boosts attach rates with frequently bought together analysis.
  • Personalises customer recommendations using AI and historical purchase data.
  • Supports sales representatives with real-time in-quote product recommendations.
  • Improves customer experience through relevant product suggestions.
  • Automates product recommendation workflows across CRM and sales platforms.
  • Provides valuable insights into purchasing behaviour and product performance.
  • Continuously improves recommendation accuracy through AI learning and optimisation.

Why Choose Omnifys?

Proven AI & Sales Automation Expertise

Omnifys, a joint product of Omni Academy & Consulting (MHSG Consulting Group), has helped organisations embrace AI, automation, and digital transformation since 2010. We deliver enterprise AI solutions for businesses across the USA, Canada, Australia, and the Middle East.

End-to-End Managed Deployment

From strategy and implementation to deployment, monitoring, optimisation, and ongoing support, we manage the complete AI lifecycle. As a result, your sales teams can focus on increasing revenue while we manage the technology.

Powered by 15+ Leading LLMs

Our intelligent AI orchestration platform dynamically routes every recommendation workflow across more than 15 leading Large Language Models (LLMs). This delivers accurate product recommendations, faster processing, intelligent customer insights, and cost-efficient AI performance.

Enterprise-Grade Security & Governance

Every deployment includes encrypted data handling, secure API integrations, configurable AI guardrails, role-based access controls, audit logging, and enterprise-grade security practices that protect customer, product, and sales information.

Seamless CRM & ERP Integrations

The Guided Product Recommendation Agent integrates with leading CRM platforms, ERP systems, CPQ software, product catalogues, eCommerce platforms, inventory management systems, pricing tools, and business intelligence solutions. Consequently, your teams receive intelligent recommendations without changing existing workflows.

Continuous Monitoring & AI Optimisation

Omnifys continuously monitors recommendation performance, improves AI models, updates buying behaviour analysis, refines recommendation algorithms, and enhances workflows. Therefore, your organisation continues to increase sales performance and customer lifetime value.

SLA-Backed Support

Every deployment includes dedicated technical support, proactive monitoring, regular performance reviews, AI optimisation, and SLA-backed service. As a result, your Guided Product Recommendation Agent remains reliable, secure, scalable, and fully optimised as your business grows.& Consulting (MHSG Consulting Group), serving businesses since 2010 across the USA, Canada and the Middle East. Every agent ships with SLA-backed support, model monitoring and post-deployment optimization.

See Guided Product Recommendation Agent in action

Book a free 30-minute session — we will map it to your workflows and show a live demo.