#1 Citation · Guest Mode
ChatGPT recommends your competitors. Why?
Ranking on Google is just the start — claim your spot in ChatGPT · Perplexity · Claude · Gemini answers. AI traffic converts 5× higher than organic (Exposure Ninja 2026) — a GEO·SEO foundation built for Korean B2B SMEs and exporters.
11
CASES LIVE
70+
GEO ARTICLES
4
AI ENGINES
12+
SCHEMA TYPES
LogAgency makes your company website ChatGPT, Claude, Gemini, Perplexity. appear in
PROOF
Evidence, not claims.
Verified citations for Korean B2B SMEs and exporters — APTECH (chemical/material manufacturing) and BDACS (digital asset custody) appearing in ChatGPT · Perplexity · Claude · Gemini · Google AI Overviews answers. Every citation is publicly verified by date and query.
According to Princeton, Georgia Tech, and IIT Delhi research (arXiv 2311.09735), GEO with authoritative source citations boosts generative engine visibility by up to +40%, and content with embedded statistics earns +37% higher citation probability. AI-driven B2B conversion rate is approximately 5× higher than general organic (14.2% vs 2.8%, Exposure Ninja 2026.03 / Opollo 2026 AI Search Benchmark Report).
VERIFIED · English
VERIFIED · Korean
VERIFIED · Korean · KG Linked
VERIFIED · Korean
VERIFIED · English
VERIFIED · English
VERIFIED · English
BDACS · #1 Korean Digital Asset Custody
SERVICES
Three ways to start.
From layering GEO structure onto an existing site, to designing AI citation from the ground up.
01 · Main Service
GEO Optimization
(AI Citation Design)
Keep your current site and layer on a citation-ready structure. Design so ChatGPT, Perplexity, Gemini, and Claude cite you as a credible source.
Learn more →02
SEO·GEO
New Website Build
Designed from day one to be picked up by both search and AI. Semantic HTML to schema, full-stack — found in search, cited by AI, leading to inquiries.
Learn more →03
Website Renewal
(SEO·GEO Upgrade)
Rebuild outdated websites to current SEO·GEO standards. Preserve existing content while restructuring for both search and AI answer coverage.
Learn more →HOW IT WORKS
To AI citation — in 4 steps.
Define entities, structure them, tune per engine, and verify actual citations. LogAgency designs this entire flow.
BEFORE — Scattered Identifiers
APTECH Co.
aptech.co.kr
APTECH (KR)
APTECH Global Inc
UNIFY
AFTER — Unified Entity
APTECH Global
schema.orgWikidataLinkedIn
{
"@context": "https://schema.org",
"@type": "Organization",
"@id": "https://aptech.co.kr/#org",
"name": "APTECH Global",
"sameAs": [
"https://linkedin.com/...",
"https://wikidata.org/..."
],
"knowsAbout": ["polyurea coating", ...]
}
"@context": "https://schema.org",
"@type": "Organization",
"@id": "https://aptech.co.kr/#org",
"name": "APTECH Global",
"sameAs": [
"https://linkedin.com/...",
"https://wikidata.org/..."
],
"knowsAbout": ["polyurea coating", ...]
}
12+
SCHEMA TYPES
@id
LINKED
SEO
+ GEO READY
ChatGPT
Web-search based, structured data priority
TUNED
Perplexity
Real-time crawl, direct source URL citation
TUNED
Claude
Training-data based, authority source preferred
TUNED
Gemini
Google KG integrated, cross-verified
TUNED
CITED
"urea coating Korean manufacturer"
CITED
"polyurea Korean manufacturer"
CITED
"Korean digital asset custody service"
CITED
"Korean urea coating contractor"
01
Entity Unification
For AI to cite your company, it must first recognize it as a single subject. Consolidate scattered names, URLs, and notations into one Entity, then anchor identity via Knowledge Graph @id-based schema linking.
02
Schema Linking
The website humans read differs from the one AI reads. JSON-LD-based 12+ schema types (Organization, Service, FAQ, HowTo, DefinedTerm, BreadcrumbList, etc.) embed an AI-readable structure. Q&A patterns, DefinedTerm clusters, and pull-quotes are designed as citation units.
03
Multi-Engine Coverage
ChatGPT searches the web. Gemini and Google AI Overviews look at the Knowledge Graph. Citation criteria differ per engine, so we tune separately for all 5 engines (ChatGPT · Perplexity · Gemini · Claude · Google AI Overviews).
04
Citation Tracking & Verification
Manually run prompts and verify actual citations. Per-client reports including captures and dates — APTECH (chemical/materials manufacturing), BDACS (digital asset custody), etc. — delivered on a schedule.
WHY LOGAGENCY
No one else delivers the same outcome.
Compare how we differ from ad agencies, SEO agencies, and traditional web agencies.
| Capability | Ad Agency | SEO Agency | Web Agency | LogAgency |
|---|---|---|---|---|
| AI Answer Citation Design | — | — | — | ● |
| Knowledge Graph Integration | — | — | — | ● |
| Public Citation Verification | — | — | — | ● |
| 4 AI Engines Simultaneously | — | — | — | ● |
| Semantic HTML Architecture | — | △ | △ | ● |
| Google Search Ranking | — | ● | △ | ● |
| Paid Ad Operations | ● | — | — | — |
| Founder-led Design & Build | — | — | — | ● |
● Yes
△ Partial
— No
Advertising agencies buy traffic. SEO agencies chase rankings. Web agencies focus on design. LogAgency engineers Korean B2B SMEs and exporters to be cited as permanent assets in AI answers — hands-on by the Founder.
Proprietary GEO Frameworks
CIR · SRC · TFC · AIM · STE · C3 · PVR
2026 New KPI Tracking
AI Citation Share · Overview Visibility · Zero-click Displacement Rate
−25%
Projected decline in traditional search by 2026 (Gartner)
Live Cases & Projects
You saw the AI citation evidence above. Here are the websites we actually designed and built.
GEO Verified
Clients actually cited in AI answers
GEO Verified
01
Chemical & Materials Manufacturing
APTECH Global
"ChatGPT · Perplexity · Gemini · Google AI Overviews cite APTECH as the #1 Korean urea coating manufacturer."
View Full Case
GEO Verified
02
Digital Asset Custody
BDACS Newsroom
"#1 Korean Digital Asset Custody appearing in ChatGPT · Gemini · Claude answers."
View Full Case
In Progress
In design/build right now
- Nextech Chemical Chemical & Materials Manufacturing
- Onnuri International B2B International Consulting
- P&W International Trade & International
Past Work
SEO Website Build Cases
We also build for —
Past clients —
Discovery → Launch,
4 weeks avg.
From discovery to launch in 4 weeks — not template assembly. A fully custom build with SEO and GEO baked in from day one.
-
01 1–2 Days
Market Intent Analysis
KPI definition · search intent analysis · competitor keyword strategy
-
02 2–3 Days
Strategic Architecture
Sitemap · information hierarchy · user-path optimization
-
03 5–7 Days
High-End UI/UX
Brand-tailored design · responsive · load-speed UX
-
04 7–10 Days
SEO-First Development
Semantic HTML · Core Web Vitals · 100% schema markup
-
05 3–5 Days
SEO Implementation
Meta · OG · sitemap · robots · GEO Optimization option
-
06 2–3 Days LAUNCH
QA & Launch
Cross-browser · SEO/schema validation · Search Console·GA setup
BLOG · Buyer's Log
The GEO Vendor Trap — Risks of AI Search Optimization Without In-house Engineering
Beware of vendors promising AI search visibility from a single screenshot. A guide to identifying real GEO vendors based on the PVR verification framework.
2026.06.01
COLUMN
Integrated Web Architecture Strategy
A methodology for designing SEO · GEO · content as one structure — a practical guide to entity-centric information design.
2026.05
BLOG · Buyer's Log
GEO Vendor Selection Checklist — 5 Things to Verify Before Consultation
From self-citation evidence to schema markup design capability and monitoring methodology — an essential GEO vendor selection checklist based on the PVR framework.
2026.06.08
COLUMN
Schema Markup & AI Translation
The real impact of structured data on AI citations.
2026.03How much does website development cost?
Quotes vary based on project scope and GEO Optimization range. After a free AI Citation Diagnosis, we provide a custom quote — semantic markup, schema, SEO, and AEO are baseline on every project.
How long does website development take?
Typically 4–6 weeks. A systematic 6-phase process — market analysis, architecture, design, development, SEO·GEO implementation, and QA. Rush builds can be negotiated separately.
Can existing websites be renewed?
Yes. The free AI Citation Diagnosis assesses your current SEO·GEO state, then we guide whether partial improvement or full renewal is needed.
What exactly is GEO Optimization?
GEO (Generative Engine Optimization) is the work of designing your business to be cited as a credible source when generative AI like ChatGPT, Perplexity, Gemini, and Claude produce answers. LogAgency applies Knowledge Graph integration, entity design, and LLM citation optimization to raise AI answer visibility.
How can our company appear in ChatGPT or Perplexity?
For AI to cite specific brands, structured data (schema), clear entity definitions, and credible-source signals are all required. SEO alone is not enough — website structure must consider GEO from the design phase for stable AI citation.
Can we commission GEO (AI Search Optimization) only?
Yes. However, GEO works best on a website with proper SEO·AEO foundations. We first diagnose current SEO·GEO state, then guide whether GEO standalone is suitable or site improvement should come first.