AI Lab · Retail & Distribution · illustrative scenario
From website visitor to booked HVAC consultation
An air-conditioner retailer turns anonymous product browsing into a qualified, booked consultation — with CRM updated automatically.
Understand
Understand interest
Visitor is viewing split ACs in a mid-range capacity band.
Business problem
High-intent visitors compare tonnage and price, then leave without talking to sales. Forms capture little context.
Existing workflow
- Visitor browses product pages
- Optional contact form
- Manual callback if someone notices the lead
- Calendar booked only after phone tag
Bottlenecks
- No guided discovery on room size, budget, or use case
- Catalogue knowledge lives with salespeople
- CRM updates are late or incomplete
Proposed intelligent workflow
An engagement system that understands product interest, asks practical questions, recommends from an approved catalogue, captures contact details, offers a salesperson connection, checks calendar availability, books the appointment, and updates CRM.
Integrations
- Website
- Product catalogue
- CRM
- Calendar
- SMS / WhatsApp
Human intervention points
- Salesperson reviews recommended model before visit if needed
- Complex custom installs escalate to a human specialist
ROI note
Illustrative only: model incremental qualified meetings and contribution margin against engagement cost. Final ROI needs the retailer’s baseline conversion and margins.
Evidence class: Illustrative ROI scenario — not a published fynqAI customer result.
Next step
Discuss a pilot on one product category and one sales territory.