Manufacturers & Suppliers

1,000+ SKUs? RFQ-Driven
Catalog? Fix Product
Discovery With AI

Switch to ConversionBox AI-powered Search and Shopping Assistant that turns complex, spec-driven catalogs and messy RFQs into guided, frictionless buying experiences.

G2 Logo
Professional with tablet
6205 2RS Deep Groove Ball Bearing
6205ZZ Shielded Ball Bearing
6205 Open-Type Ball Bearing
6205 C3 Clearance Bearing
SS 6205 Stainless Steel
6205 Ceramic Hybrid Bearing
The Challenge

40% of Buyers
Leave after One Bad Search

Frustrated buyer in warehouse

Your Catalog Is Harder to Buy From Than It Should Be

Search that fails real-world queries

Buyers ask real questions. Your search returns irrelevant SKUs or nothing at all.

Spec-heavy product pages that don’t build confidence

All the specs are there, yet buyers still can’t tell which variant actually fits.

Filters that don’t match how people choose

You offer attributes. Buyers think in use cases.

Submit a vague RFQ “just to get a quote

When buyers are unclear, vague RFQs create rework, delays, and internal friction.

Sales engineers are used as human search engines

Your experts waste hours answering “which one should I pick?” instead of closing deals.

The Solution

AI Search + Assistant + Smart Filters for
B2B Manufacturers

ConversionBox AI Product Assistant Makes Big Impact on complex product catalogs

AI Search in action

AI Search – Understands Specs, Use Cases, and Compatibility

Move beyond basic keyword matching.

  • Reads and uses your attributes and specs — sizes, materials, ratings, certifications, performance ranges.
  • Handles natural language like “CPU cooler, stainless, 3-inch, high-temp,” and surfaces the most suitable SKUs, not just anything with “stainless” in the title.
  • Deals with synonyms, typos, and messy queries buyers actually type.
  • Learns from behavior (clicks, add-to-cart, RFQs) to improve relevance over time.
AI Assistant in action

AI Assistant – A Sales Engineer in Chat, 24/7

Turn your chat into a real buying assistant.

  • Asks live, plain-language questions: “What are you using this for?”, “Any constraints we should know?”, “Indoor or outdoor?”
  • Recommends specific SKUs and variants, not just a category page.
  • Explains spec trade-offs in simple language, so buyers understand why a product is a fit.
  • Can run PDMs, calculators, guides, and compatibility info inside the same conversation.
  • Captures context and intent that your team can use later for remarketing or follow-ups.
AI Assistant in action

Smart Filters – Precision Driven Discovery

Move beyond overwhelming SKU lists

  • Filters thousands of SKUs by specs like size, material, rating, or capacity.
  • Groups variants into clean families so buyers see all options at a glance.
  • Shows only valid combinations to avoid dead ends.
  • Highlights most-selected attributes to speed up decision-making.
  • Helps buyers get to the exact SKU faster, across any manufacturing catalog.
SEE IT IN ACTION

See Our Real Client Example

What Changes in Your Business Metrics

12–25%

Higher search-to-cart rate

Lift as shoppers find products faster.

15–30%

More RFQs / add-to-cart on complex products

Increase from guided assistance.

10–18%

Fewer wrong orders and returns

Reduction thanks to better upfront clarity.

20–40%

Lower pre-sales and support load

Fewer repetitive “which model is right?” questions.

5–10

Richer buyer-intent insights

Full visibility into searches and questions, revealing new optimization opportunities.

Free, No Obligation

Free Product
Discovery Snapshot

See Exactly Where Your Catalog Is Losing Buyers and How AI Fixes It

Search & Navigation Teardown

We walk you through how a new buyer finds 2–3 representative products on your site today and where they drop off.

AI Discovery Opportunity Map

Concrete spots where AI Search and an AI Shopping Assistant can plug into your current experience (search bar, categories, product pages, support).

3–5 Specific Recommendations

Quick wins you can implement now to reduce search exits and improve “findability”, whether or not you work with us.

Fit & Next Steps (if relevant)

A simple view of how AI discovery would sit on top of your existing tech stack (Shopify, BigCommerce, Magento, WooCommerce, or custom)

Nash Ogden

Insights by Nash Ogden

President & Product Architect, ConversionBox

No obligation. Focused on your site.

SUCCESS STORIES

Here’s What ConversionBox Has Proven for Our Clients

Universities & Higher Education
B2B Gear Supplier Accelerates Sales with Smarter Product Guidance
Universities & Higher Education
From DooFinder to ConversionBox: Firearm Retailer Unlocks Untapped Sales Potential
Universities & Higher Education
B2B Supplier Cut 50% Subscription Cost Switching from Algolia to ConversionBox

What Users Love About ConversionBox

Quick FAQs to Get Started

No. AI Search and the AI Shopping Assistant typically sit on top of your existing store via APIs and front-end components.
Following this snapshot and a more detailed scoping, most teams can go live with an initial AI discovery experience in weeks, rather than months.
We can either enhance what you have or replace pieces selectively. The snapshot will show where your current tools are working and where they’re costing you conversions.
Yes. The Heavy Catalog Discovery Snapshot is free and commitment-free. If there’s no fit, you still keep the findings.