GEO Case Studies

Direct answer. WQGEO cases document the client context, fixed test conditions, execution actions, observed answer changes, commercial indicators and limitations.

WQGEO CASE 001

Educational Toy OEM · 90-Day GEO Project

Across 100 fixed Chinese and English procurement questions, Brand Mention Rate changed from 11% to 37% and Candidate Inclusion Rate from 8% to 29%.

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Educational toy OEM GEO case

WQGEO CASE 007

Shantou Toy Manufacturer Canton Fair Lead Generation Case Study

A coordinated GEO and email outreach project for the 139th Canton Fair.

Actual Booth Visits: 8 → 31Appointment-based company visits
Qualified Company Leads: 82 → 186Deduplicated qualified companies
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Shantou toy manufacturer Canton Fair lead generation case study

Industry case structures

These cards show how the same evidence framework adapts to different products, markets and procurement conditions.

Advanced Materials

Grades, parameters, applications and certification evidence.

Industrial Machinery

Models, output conditions, delivery and after-sales evidence.

Consumer Electronics

Models, protocols, compatibility and certification evidence.

Home & Living

Materials, testing, packaging and customization evidence.

Beauty OEM/ODM

Formula, compliance, MOQ and sampling evidence.