Case Studies

Case StudiesEV Two-Wheelers · In-Store Visits · AI Shopping Assistant

Two-Wheeler Brand Ofero:
AI Shopping Assistant Cuts In-Store Deal Costs by About 80%

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Case Overview

Summary

Ofero, an electric two-wheeler brand, serves Southeast Asia and Latin America. Singoo rebuilt its path from “social media leads, manual dispatch, in-store conversion” into “social media leads, an AI shopping assistant inviting buyers to stores 24/7, in-store staff closing the sale”. In the first phase, piloted in offline stores in Southeast Asia, the cost of converting opportunities into deals fell by about 80%.

Customer
A new-energy electric two-wheeler brand
Industry
Two-Wheelers / Electric Two-Wheelers
Products
Electric two-wheelers, electric motorcycles
Target Markets
Multiple countries in Southeast Asia, Latin America and beyond
Client Type
Brand
Project Duration
Phase one piloted in offline stores in Southeast Asia
Interview with the client’s founder
Client interview (video screenshot)

Client Background

The company focuses on the R&D, manufacturing and global expansion of new-energy electric two- and three-wheelers, mainly targeting emerging markets such as Southeast Asia and Latin America, with an emphasis on local adaptation and smart mobility. Its original online marketing path was “social media leads → manual follow-up → manual assignment of qualified leads to stores → in-store conversion”.

Singoo AI knowledge base training interface
Building the AI knowledge base (video screenshot)

Client Challenges

  1. Challenge 1

    Consumer leads arrive around the clock, but manual responses are slow and many leads are lost; large volumes of leads need long-term nurturing that people cannot cover efficiently

  2. Challenge 2

    Leads are dispatched to stores by hand, follow-up is hard to control and conversion losses are high

  3. Challenge 3

    High marketing costs: the cost of turning opportunities into store visits is high and ROI needs to improve

Solutions

  1. Stage 1

    Offline In-Store Conversion

    The conversion path is upgraded to “social media leads → AI shopping assistant inviting buyers to stores 24/7 → in-store staff converting”, with a private customer database built in parallel so the AI assistant can nurture leads long term and invite them again and again

  2. Stage 2

    Standardised Direct Stores + AI Upgrade

    Prove out “paid online traffic + AI store-visit invitations + offline in-store conversion” and produce a replicable online-AI-plus-offline-store SOP that closes the loop from traffic to touchpoint to deal; upgrade AI capabilities: customer profiles feed back into ad targeting, smart funnel diagnostics pinpoint bottlenecks, and deep private-traffic segmentation enables differentiated marketing

  3. Stage 3

    Replication

    Build an AI marketing system and add AI agents for after-sales, marketing content and stores

Implementation

  1. Stage 1Offline store pilot in Southeast Asia, with the AI shopping assistant handling store-visit invitations
  2. Stage 2Standardised model proven in direct stores; AI upgraded with profile feedback and funnel diagnostics
  3. Stage 3Replicate across Southeast Asia and other markets; add after-sales, content and store agents

Business Results

Deal Cost

~80%Reduction

Cost of converting opportunities into deals cut by about 80%

Before100%
After AI Store Invitations~20%

Opportunity-to-deal cost (before = 100%)

Store Visitors

100+/ month

Online marketing brings 100+ customers to stores every month

Phase Two Target

Halved

Deal cost to be halved again from the phase one level

Data notes: the deal cost reduction is based on the client’s own statistics from the store pilot phase; phase two figures are targets.

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