Gifting

AI-Powered Sales Automation for a Corporate Gifting E-Commerce Store

An end-to-end n8n automation that captures every Shopify inquiry, pulls product context via RAG, drafts a personalised reply through OpenAI, logs the lead in Zoho CRM, and queues it for human review.

Outcome: Every inquiry reaches a review-ready draft within 15 minutes, around the clock. No more high-value leads going cold in a manual queue.

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Results What changed for Chocomize

The impact was immediate. Within the first week of go-live, the sales team halved their daily admin time. During the next peak gifting period, they handled record inquiry volume — without adding a single headcount.

Before

  • ✕4–8 hour response time (24+ hrs at peak)
  • ✕Manual product lookup per inquiry
  • ✕Inconsistent reply quality across the team
  • ✕CRM leads entered manually, often delayed
  • ✕~20% of inquiries missed during peak volume
  • ✕30–45 min per reply including CRM entry
After

  • ✓Under 15 minutes, 24/7 including weekends
  • ✓Product context retrieved automatically via RAG
  • ✓AI drafts reviewed and approved before sending
  • ✓Every inquiry instantly logged in Zoho CRM
  • ✓Zero missed leads since go-live
  • ✓Under 2 minutes per rep, per inquiry

THE CLIENT

Bulk chocolate gifting for corporates

Chocomize creates custom-branded chocolate gifts for corporate clients — think company logos on premium chocolates, bulk orders for company events, onboarding kits, and client appreciation campaigns.

With corporate buyers placing large, detailed orders, every inquiry involves quantity tiers, branding specs, delivery timelines, and often multiple product SKUs — making each reply genuinely complex to compose by hand.

High ValueComplex inquiries

Platform overview

Corporate gifting inquiries aren't simple "what's the price?" messages. Each one can involve custom branding, quantities, delivery windows, and multiple SKUs — a tailored reply that could take a rep 30–45 minutes to compose manually, every single time.

500+
Monthly inquiries handled
30min
Avg time per manual reply
B2B
Corporate gifting focus
Shopify
E-commerce platform

The problem

Manual workflows

Every corporate inquiry landing on Chocomize's Shopify form kicked off the same slow chain: open the dashboard, look up relevant products, draft a personalised reply from scratch, then manually log a lead in Zoho CRM.

During peak gifting seasons — Q4, Valentine's Day, corporate event cycles — the team was overwhelmed. Replies slipped from hours to days. Messaging became inconsistent. High-value leads quietly dropped off.

4–8 hours

Average response time before automation, rising to 24+ hours during peak gifting season

3–4 manual steps

Every inquiry required product lookup, personalised drafting, and separate CRM entry — all done by hand

~20% drop-off

Estimated share of leads that went cold or unanswered during high-volume periods

The solution

A fully automated inquiry pipeline

We designed and built an end-to-end n8n workflow triggered the moment a Chocomize Shopify form is submitted.

It retrieves relevant product data using RAG, generates a personalised AI draft via OpenAI, creates a Zoho CRM lead, and queues it for a quick sales review — all within minutes.

Inquiry captured

Nothing sits waiting

Shopify form triggers n8n instantly.

Product context

The right SKUs, pulled

RAG retrieves relevant products, pricing & specs.

AI draft created

Written in your voice

OpenAI writes a personalised, on-brand reply.

CRM lead logged

Nothing lost in the gap

Zoho entry created with full context.

Sales reviews

A human signs off

Rep reviews, edits if needed, sends in seconds.

TECH STACK

Every tool in this stack was chosen deliberately — for reliability, flexibility, and how well it integrates into an automated workflow without custom engineering overhead.

Shopify

Inquiry capture layer

The entry point. Customer inquiry forms on Chocomize's Shopify storefront fire a webhook the moment a form is submitted, triggering the entire downstream workflow in real time — no manual checking required.

n8n

Workflow orchestration

The backbone of the automation. n8n handles the entire workflow logic — receiving the Shopify webhook, calling the RAG retrieval step, sending data to OpenAI, creating the Zoho CRM lead, and routing the draft for review. Self- hostable and fully customisable.

OpenAI + RAG

AI drafting & context retrieval

Retrieval-Augmented Generation (RAG) pulls the most relevant product data — chocolate types, custom branding options, MOQs, pricing — and injects it into the prompt before OpenAI generates the reply. This ensures every draft is accurate, not hallucinated.

Zoho CRM

Lead management & tracking

Every processed inquiry is automatically created as a fully populated lead in Zoho CRM — including the customer's message, retrieved product context, and the AI-drafted reply. The sales team reviews and sends directly from their existing CRM workflow.