Introduction
A US-based B2B wholesale supplier needed a faster way for buyers to get answers while browsing its product catalog — without waiting on a sales rep for every question about a SKU, a certificate of authenticity, or a case size. RethinkingWeb built a wholesale buyer support chatbot, trained directly on the store's own site content, that sits in chat and answers buyer questions on the spot.
The result is a chat assistant buyers can turn to instead of emailing the sales team or hunting through product pages for details on pricing, packaging and order requirements.
Problem Statement
Wholesale buyers researching products — like fractionated MCT coconut oil sold in everything from 4-ounce bottles to 55-gallon drums — routinely had questions that weren't answered fast enough on the page: What's the SKU for this variant? What sizes does it come in? Where's the certificate of authenticity? Who do I contact for a pallet or bulk order?
Each of those questions meant an email to the sales team or a support ticket, adding delay to the buying decision. With buyers browsing at all hours, the store needed a way to answer these questions instantly, using accurate information pulled straight from its own product and policy pages.
Solutions
RethinkingWeb built a chatbot trained on the wholesale store's full site content, turning product pages, SKUs and policies into a chat assistant buyers can question directly. Key elements included:
Full Site Content Ingestion
The assistant reads the wholesale store's product pages, SKUs and policy pages directly, with no manual reformatting needed.
COA & Spec Answers
Buyers can ask about certificates of authenticity and product specs and get an answer sourced from the actual product listing.
Wholesale Pricing & SKUs
The system answers pricing, SKU and packaging-size questions for each product variant, from single bottles to bulk drums.
Order Requirements
Bulk and pallet order questions are answered with the correct process and contact, pulled from the store's own order policies.
Conversational Chat Interface
Buyers ask questions in plain language instead of digging through catalog pages for details.
Source-Grounded Answers
Every answer in chat is drawn directly from the store's own product and policy pages, with links back to the source.
Implementation
The engagement covered ingesting the wholesale store's full site content, structuring product, SKU, pricing and policy data for retrieval, and building the chat interface that lets buyers ask questions and get sourced answers in real time — including links back to the relevant product page.
Results & Achievements
The wholesale store came away with a faster, always-on way to support buyers during the research and ordering process:
Instant SKU & Pricing Answers
Buyers get product, sizing and pricing details in chat instead of waiting on an email reply.
Consistent, Source-Backed Responses
Answers are grounded in the store's actual product and policy pages, not a generic guess.
Smoother Bulk Order Handoffs
Pallet and bulk order questions are routed to the right contact automatically.
Support at Any Hour
Buyers get answers whenever they're browsing, without waiting on business hours.
Conclusion
By turning its own site content into a chat assistant buyers can question directly, RethinkingWeb gave this B2B wholesale store a faster, more consistent way to support buyers from first question through order.
