Manufacturing

A manufacturing equipment manufacturer

After optimizing for AI citations via GEO, referral leads from AI recommendations grew significantly, providing the sales team with a high-quality source of new customers.

Optimization Cycle:5 months
Platform Override:4a
AI-driven lead growth of 150%
01

Customer Background

This manufacturer has specialized in equipment production for 20 years. While their product quality is excellent, customer acquisition has long relied on trade shows and traditional advertising, resulting in a single channel with rising costs year over year. The company aims to establish new acquisition channels to reduce costs and secure higher-quality leads.

02

Facing challenges

Single customer acquisition channel; over-reliance on traditional marketing.

03

Solution

Unlock new AI recommendation channels and acquire high-quality AI referral leads through GEO optimization.

ChatGPTERNIE BotQwenKimi
04

Effect Data Comparison

Key metric changes before and after optimization

Monthly AI-generated leads+150%
Before optimization12 row
Optimized30 row
AI Lead Conversion Rate+175%
Before optimization8 %
Optimized22 %
Cost per single lead
Before optimization800 Meta
Optimized320 Meta
AI Channel Revenue Share+500%
Before optimization2 %
Optimized12 %
05

Optimize timeline

From diagnosis to delivery of results

Month 1

Analyze current customer acquisition channel data to define the AI channel expansion strategy.

Month 2

Equipment Selection Guide for AI-Driven Recommendations

Month 3

AI channels are now generating stable leads, averaging 15 per month with a conversion rate of 15%.

Month 4

Optimize content strategy to increase leads to 25/month and reduce costs by 40%.

Month 5

AI-driven lead generation: 30 leads/month, 150% growth, 60% lower customer acquisition cost.

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