Supercharge Your Home & Furniture Store with AI-Led Discovery

ConversionBox AI-driven product discovery suite ensures customers find their perfect match, regardless of the terms or styles they use to search.

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28-day Free Trial No Credit Card Required Free Setup

The Discovery Problem in Home & Furniture

Furniture shoppers search

Vibe-First Search

Furniture shoppers search by style, feel, and inspiration, not structured attributes.

0.3s

RESPONSE

Style-based and visual queries

Discovery Mismatch

Style-based and visual queries often fail to align with product data, resulting in poor or empty results.

60%

TIME SAVED

Products are discovered

Fragmented Buying

Products are discovered in isolation, making it difficult to build complete rooms and make informed decisions.

85%

SATISFACTION RATE

Gen AI

Accelerate the Path to Purchase with Spot-On Recommendations

AI Search for Diverse Catalogs

Understands size, material, style, and intent to return relevant results even from vague, design-led searches.

AI Assistant That Guides Decisions

Instantly answers fit, style, and comparison questions to move shoppers from browsing to buying with confidence.

Bundles That Sell Complete Spaces

Transforms individual products into full room setups that increase average order value through intelligent grouping.

Merchandising That Adapts in Real Time

Promotes best sellers, new arrivals, and seasonal collections based on rankings driven by performance and user behavior.

Smart Filters That Feel Natural

Shoppers refine their search by dimensions, color, material, room, and style using filters that adapt to each category and query.

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Benefits Home & Furniture Brands See With ConversionBox

25% Higher Discovery Depth

More products are viewed across coordinated spaces.

18% Faster Path to Purchase

Less browsing, more confident decisions.

30% Fewer Pre-purchase Questions

Shoppers get clarity without contacting support.

20% Fewer Returns

Better fit and style matching reduces post-purchase regret.

Case Study Snapshot

22%

Cary Quilting Improves Buyer Discovery Instantly

Style-based searches failed until ConversionBox addressed relevance and filtering issues, resulting in a 22% conversion lift.

40%

Eco Candle Co Drives 40% More Product Views

40% more product views after ConversionBox improved discovery and recommendations, fixing low search engagement.

20%

Craft Supply Lifts Conversions After DooFinder Migration

Search performance dipped on DooFinder. ConversionBox restored relevance, resulting in a 20% increase in conversions.

Global Ready

Purpose-Built
Search Architecture

Built for large catalogs, deep variants, and style-driven discovery while maintaining fast, consistent results.

Integrations

High-Speed, High-Accuracy Retrieval

Delivers low-latency responses with precise intent matching across complex furniture and décor datasets.

Quick FAQs

It accurately indexes sizes, materials, finishes, and styles, ranking products by shopper intent rather than keywords.

Minimal. Most optimization is automated, with hands-on support during onboarding and regular performance reviews.

Yes. ConversionBox runs alongside your current setup and switches live only when performance is confirmed.

Stores typically see higher conversions, better product discovery, and larger carts within weeks of going live.