# GUIDED SELLING AI AGENT
Boost conversions with AI-powered guided selling. Turn product search into a personalized conversation that helps shoppers find exactly what they need — faster, smarter, and with confidence.

## Turn complex catalogs into simple journeys
The Lucidworks Guided Selling AI Agent acts as a **digital personal shopper, guiding users through large or complex product catalogs** with ease. Instead of relying on filters and guesswork, it uses AI-driven dialogue and intelligent recommendations to narrow options in real time based on preferences, attributes, and behavior.

Shoppers can ask natural questions — “What’s best for hiking in cold weather?” or “Which fits my budget?” — and receive personalized, data-grounded recommendations instantly.

Built for eCommerce personalization and powered by [Lucidworks search and discovery](/content/solutionscommerce-solutions/index.html) AI, the Guided Selling Agent delivers an interactive experience that converts curiosity into confident purchases.

## Key components

**Conversational Product Guidance**  
Engages users through natural, human-like dialogue to understand their needs and refine product choices dynamically.

**AI-Driven Recommendations**  
Leverages behavioral data, product attributes, and search context to serve relevant, personalized recommendations in real time.

**Commerce-Aware Intelligence**  
Understands product hierarchies, compatibility, and pricing logic to tailor results across large or complex catalogs.

**Dynamic Preference Refinement**  
As shoppers interact, the agent adjusts recommendations instantly—learning from choices, feedback, and browsing patterns.

**Multimodal Understanding**  
Combines text, image, and vector signals to interpret user intent and deliver smarter, context-aware product suggestions.

**Seamless Integration with [Lucidworks’ Core Package](/content/solutionspackages/index.html)**  
Easily deployable within Lucidworks Commerce experiences—enhancing existing search, browse, and recommendation workflows.

## Real ways companies see a difference with the the Guided Selling AI Agent
- [Higher conversions, happier customers](/content/platform/ai-agents/guided-selling-agent#/index.html)

Shoppers get personalized guidance that leads to faster, more confident purchases.

- [Simplified product discovery](/content/platform/ai-agents/guided-selling-agent#/index.html)

Turns overwhelming catalogs into clear, conversational journeys tailored to user needs.

- [Reduced friction and bounce](/content/platform/ai-agents/guided-selling-agent#/index.html)

Replaces complex filter menus and static results with interactive, human-like experiences.

- [Increased basket size](/content/platform/ai-agents/guided-selling-agent#/index.html)

Contextual recommendations encourage add-ons and complementary purchases.

- [Consistent cross-channel experiences](/content/platform/ai-agents/guided-selling-agent#/index.html)

Unified data and AI ensure consistent guidance across web, mobile, and in-store interactions.

## Lucidworks guided selling AI agent features and functions

| Key Component | Function / Technology Used | Value Proposition |
| --- | --- | --- |
| Conversational product guidance | Engages users through natural, human-like dialogue. | Understands their needs and dynamically refines product choices. |
| AI-driven recommendations | Serves relevant, personalized recommendations in real time. | Leverages behavioral data, product attributes, and search context. |
| Commerce-aware intelligence | Understands product hierarchies, compatibility, and pricing logic. | Tailors results across large or complex catalogs. |
| Dynamic preference refinement | Adjusts recommendations instantly as shoppers interact. | Learns from choices, feedback, and browsing patterns. |
| Multimodal understanding | Combines text, image, and vector signals. | Interprets user intent and delivers smarter, context-aware product suggestions. |
| Seamless integration with Lucidworks’ core package | Easily deployable within Lucidworks Commerce experiences. | Enhances existing search, browse, and recommendation workflows. |

## Key performance improvements using Lucidworks

+8%  
Expected ROI lift

14%  
Reduction in manual effort

391%  
ROI lift with Lucidworks (Forrester Research)

## We strive to make the search experience optimized for each user.
According to Forrester's Total Economic Impact assessment, organizations implementing Lucidworks AI-powered solutions realized a 391% ROI within three years, recouping their initial investment in under six months.

## New Pig worked with Lucidworks to deploy AI for matching customer search intent with relevant products even when industry terminology differed from customer language, improving search results and identifying new product opportunities.

## Your deployment, your way.
Only Lucidworks gives you this many ways to set up your solution. You choose what works for your business now and what will grow with you in the future—no forcing you into a one-size-fits-all approach.

### SaaS
A modern no-code platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Fast deployment, continually updated, secure, and scalable with automatic feature updates.

### Self-Hosted  
A self-hosted platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Ultimate control, secure, scalable, and customizable to your environment.

### Hybrid-SaaS  
A combined solution offering our self-hosted platform with secure access to additional SaaS features. Everything teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Flexible, secure, and scalable deployment options.