Case Overview
This AI Visibility Health Check reveals a paradox remarkably common among Taiwanese SMEs: strong traditional SEO metrics, severely insufficient AI visibility.
This company's PageSpeed SEO score hits 83/100, reflecting solid optimization fundamentals. Yet when we queried ChatGPT, Claude, and Gemini about construction materials procurement, this company was completely absent from all industry recommendation queries — even as competitors were actively recommended.
Composite score: 44/100 — Low-Medium AI Visibility Potential.
Score Breakdown
- AI Visibility (Brand + Industry): 14/40 — Limited brand recognition; industry queries: zero mentions
- GEO Technical Score: 18/40 — Basic technical presence; minimal GEO content signals
- SEO Baseline: 12/20 — Strong technical SEO
Overall: 44/100 — Low-Medium AI Visibility Potential
AI Platform Test Results
Brand Query: Limited Recognition
Two of three platforms showed limited or no recognition. The brand has not yet established meaningful AI awareness even at the brand level.
Industry Query: Complete Absence
Across all industry-type queries — "recommended construction material suppliers in Taiwan," "how to choose building materials for large projects," "reliable cement and aggregate sourcing" — zero mentions across ChatGPT, Claude, and Gemini. Multiple competitors were cited repeatedly.
Why 83 SEO Points Doesn't Translate to AI Visibility
- SEO rewards technical optimization — fast pages, clean URLs, proper headers
- GEO rewards content authority — thorough industry question coverage, citable expertise, decision-stage answers
For construction materials, AI recommendation queries ask about: supplier reliability, quality certifications, material specifications, application scenarios, and procurement considerations — rarely answered by technically optimized but content-shallow websites.
GEO Technical Audit: 3/9 Passed
- ✅ Basic Organization schema present
- ✅ Product categories defined
- ✅ Contact information structured
- ❌ No FAQ schema markup
- ❌ No structured comparison content
- ❌ No case study or project reference content
- ❌ No content addressing buyer decision criteria
- ❌ No expert commentary or industry analysis
GEO Optimization Roadmap
Phase 1 (Month 1–2): Foundation Content
Create 3–5 core articles: "How to choose construction material suppliers," "Key quality certifications for building materials in Taiwan," "What to evaluate when sourcing cement and aggregate."
Phase 2 (Month 2–4): Technical Implementation
Add FAQ schema, Product schema, and structured case study content.
Phase 3 (Month 4–6): Authority Building
Develop comparison content, project case studies, and industry analysis that position the company as a citable authority.
Summary
A 44/100 score with strong SEO foundations represents significant opportunity. The technical infrastructure is sound — what's missing is the content layer that enables AI recommendation. With a systematic 6-month GEO content strategy, moving from complete AI invisibility to active industry recommendation is achievable.