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Product Recommendations

Personalized Product DiscoveryThat Drives Conversions

Turn every visitor into a buyer with an AI shopping assistant that understands preferences, recommends the perfect products, and guides customers to purchase — like having your best sales associate available 24/7.

Increase conversions with personalized product suggestions
Reduce choice overload with guided product discovery
Boost average order value with smart cross-sell recommendations
Delight shoppers with instant, knowledgeable assistance
No credit card required
Setup in 3 minutes
Denser Agent

Denser Agent

Show me top 5 customers by sales this month

Here are your top 5 customers by sales for this month:

MySQL Connected
Query Results
Customer
Sales
Orders
Robert H.
$6,329
24
John D.
$5,189
18
Loretta M.
$5,009
22
Sarah K.
$4,892
16
Mike T.
$4,651
19
SQL query executed in 0.3s

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Why Brands Choose Denser for Product Recommendations

Generic search bars and filter menus frustrate shoppers. Denser learns your entire catalog and guides customers to the perfect product through natural conversation.

Deep Catalog Understanding

Ingest your entire product catalog with descriptions, specs, pricing, and reviews. The AI understands product attributes and relationships to make truly relevant suggestions.

Conversational Product Discovery

Shoppers describe what they need in their own words. The chatbot asks smart follow-up questions about style, budget, and use case to narrow down the best matches.

Personalized Recommendations

Every recommendation is tailored to the individual shopper. The AI considers stated preferences, context, and product knowledge to suggest items they'll love.

Smart Cross-sell & Upsell

Automatically suggest complementary products and premium alternatives. Increase average order value naturally through helpful, relevant suggestions — not pushy pop-ups.

Instant Product Comparisons

When shoppers are torn between options, the chatbot compares specs, features, and pricing side by side. Help customers make confident purchase decisions faster.

24/7 Shopping Assistance

Your AI shopping assistant never sleeps. Assist late-night browsers, weekend shoppers, and customers across every timezone with instant, knowledgeable help.

The Product Discovery Challenge

Shoppers can't find what they want

Keyword search fails when customers don't know exact product names. Filters are overwhelming. Up to 70% of shoppers leave without finding the right product.

Too many choices cause decision paralysis

Large catalogs overwhelm shoppers. Without guided discovery, customers bounce between pages and eventually abandon their cart or leave the site entirely.

Generic recommendations miss the mark

"Customers also bought" suggestions are based on aggregate data, not individual needs. They feel impersonal and rarely match what the shopper is actually looking for.

Expert sales associates don't scale online

In-store associates know how to ask the right questions and guide shoppers. Online stores lack this personal touch, especially during peak traffic hours. See how the best website chatbots bridge this gap with conversational AI.

What if every shopper had a personal shopping assistant that knew your entire catalog and their exact preferences?

The Business Case for AI Product Recommendations

Average ecommerce conversion rate: 2-3% without personalization

With AI-powered product recommendations, conversion rates increase by up to 300% and average order value rises by 10-30%...

For a store with $100,000/month in revenue, that's an additional $10,000-30,000/month in incremental sales

Monthly ROI Example (Mid-Size Ecommerce Store)
Conversion rate lift from recommendations+35%
Average order value increase+15%
Additional monthly revenue$15,000
Denser cost-$119/month
Net monthly gain$14,881/month

Plus: reduced cart abandonment, higher customer satisfaction scores, more repeat purchases, and valuable insights into customer preferences. Discover more ways AI chatbots drive revenue in our comprehensive chatbot solutions guide.

Deploy in 30 Minutes

1

Connect Your Product Catalog

  • Crawl your product pages automatically
  • Upload product feeds (CSV, JSON) or connect your ecommerce platform
  • Include descriptions, specs, pricing, reviews, and images
2

Customize the Shopping Experience

  • Match your brand colors, tone, and style
  • Configure recommendation rules and cross-sell strategies
  • Add suggested questions for popular categories
3

Embed on Your Store

  • Add one script tag to your storefront
  • Works with Shopify, WooCommerce, Magento, and custom stores
  • Shoppers get personalized help without leaving your site

Shopping Assistant

Online now

I'm looking for a gift for my mom
S

I'd love to help! Here are some top picks:

Silk Scarf Collection$49
Aromatherapy Gift Set$65
Personalized Picks

Powered by Denser AI

Product Recommendation Chatbot Use Cases

Gift Finder & Occasion Shopping

Shoppers describe the recipient and occasion. The chatbot curates a personalized gift list with options across budgets, making gift shopping effortless.

Example: "I need a birthday gift for my dad who likes golf" → Curated golf gift suggestions

Guided Product Selection

For complex purchases like electronics or furniture, the chatbot asks the right questions to match customers with the perfect product for their needs.

Example: "I need a laptop for video editing under $1500" → Spec-matched recommendations

Cross-sell & Upsell

After a customer selects a product, the chatbot suggests complementary items and premium alternatives to increase average order value naturally.

Example: "Great choice! This case and screen protector pair perfectly with that phone"

Style & Preference Matching

Fashion, home decor, and lifestyle brands use the chatbot to understand customer style preferences and recommend products that fit their aesthetic.

Example: "I love minimalist Scandinavian design" → Curated home decor collection

Denser vs. Traditional Recommendation Engines

Capability
Traditional Engines
Denser
Product understanding
Category-based filtering
Deep semantic understanding
Personalization
Aggregate purchase history
Real-time conversational context
Natural language search
Keyword matching only
Full conversational queries
Setup time
Weeks of integration
30 minutes
Complex queries
Not supported
Multi-criteria matching
Customer interaction
Static widgets
Interactive conversation
Features

AI Chatbot Features Built for You

Elevate your customer experience and give your team more time back with intelligent AI chatbot automation designed to handle real conversations.

What are excused absences?

According to university policy, excused absences include medical issues, religious observances, and university activities. Students must provide documentation within 3 days.

Section 3.1 - Attendance Policy

The following absences will be excused with proper documentation: medical appointments, religious holidays, and participation in university activities. All documentation must be submitted within three (3) business days of return to class.

AI Chatbot PDF Analysis

Highlight, trace, and verify information directly within your PDFs. The AI bot pulls the right answers up front using advanced reasoning and natural language processing, saving people the search.

Customizable AI Chatbot

Shape the chatbot to fit your brand. Adjust the design, build custom flows, and use AI training to match how your business communicates because when the AI bot understands your language, the conversations feel more natural.

Lead Growth
Week 1
Week 2
Week 3
Week 4
New lead from Last Month

AI Chatbot Lead Generation

Capture and qualify leads automatically. The AI chatbot works behind the scenes to respond to user input, ask smart follow-up questions, and route the right information to your team.

Support Chat
Conversation #3
History

Previous conversation: Account setup

I'm still having that issue

I see you mentioned login problems yesterday. Let me check your account status...

Yesterday: Login issue
Last week: Account setup
2 weeks ago: Initial signup
Using context from 3 previous conversations

Chat History & Context

Remember every conversation and provide contextual responses using full chat history and past interactions

Lead Growth
Week 1
Week 2
Week 3
Week 4
New lead from Last Month

Capture Leads

Turn conversations into customers with intelligent lead capture and qualification through AI chatbot interactions

Support Agent
Online now
24/7 Available

Hi, I need help with my account

2:30 AM

Hello! I'd be happy to help you with your account. What seems to be the issue?

2:31 AM

24/7 AI Chatbot Support

Intelligent automation provides round-the-clock customer assistance through AI chatbot capabilities

Frequently Asked Questions

How does the product recommendation chatbot learn my catalog?

Denser ingests your entire product catalog including descriptions, specifications, categories, pricing, and customer reviews. You can crawl your product pages automatically, upload product feeds (CSV or JSON), or connect your ecommerce platform directly. The AI understands product attributes and relationships to make intelligent, relevant recommendations.

Can the chatbot provide personalized recommendations?

Yes, the chatbot uses conversational AI to understand what each customer is looking for through natural dialogue. It asks clarifying questions about budget, style, use case, and preferences to narrow down the best product matches — just like an expert sales associate would in a physical store.

Does it work with my ecommerce platform?

Denser works with all major ecommerce platforms including Shopify, WooCommerce, Magento, BigCommerce, and custom-built stores. You can embed the chatbot widget with a single line of code on any web-based storefront. No complex integrations required.

How does it handle product comparisons?

When customers ask to compare products, the chatbot pulls specifications, features, pricing, and reviews from your catalog to present a clear side-by-side comparison. It highlights key differences and helps customers make informed purchase decisions with confidence.

Can the chatbot help shoppers find gifts?

Absolutely. The chatbot excels at gift finding by asking about the recipient's interests, age, occasion, and budget. It suggests curated product options with explanations of why each item would make a great gift, making the shopping experience easy and enjoyable for your customers.

How does this increase my revenue?

AI-powered product recommendations increase conversions by helping shoppers find what they need faster. The chatbot also drives cross-sell and upsell revenue by suggesting complementary products and premium alternatives at the right moment. Stores using Denser see increases in conversion rates, average order value, and customer satisfaction.

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