# Ontunic (온튜닉) — AI Search (GEO) Analytics & Agentic Execution Platform
> AI 답변에도 점유율이 있습니다 (Share of Model in Generative AI Search)
> Official Product Landing: https://ontunic.maskit.co.kr
> Production SaaS Console: https://ontunic.com
> Parent Organization: Maskit Inc. (주식회사 마스킷, https://www.maskit.co.kr)

## 1. Executive Summary (BLUF)
Ontunic (온튜닉) is an enterprise Generative Engine Optimization (GEO) analytics and agentic execution platform built by Maskit Inc. It performs daily automated scans across the 5 Core AI Search Engines (**ChatGPT**, **Perplexity**, **Google AI Mode / AI Overviews**, **Gemini**, **Claude**), reverse-engineers hidden **Query Fan-Out** web search sub-queries, tracks 4 Core KPIs (**AI Visibility %**, **Share of Voice / Model %**, **Brand Citation Share %**, **Bray–Curtis Citation Stability**), and executes **6 Pillars · 18 GEO Modules** including **Cloudflare Edge Markdown Dual-Serving (80% LLM token reduction)**, **Schema.org `@graph`**, **Citation Interception**, and **W3C WebMCP (`navigator.modelContext.registerTool`)**.

## 2. 5 Core AI Search Engines & Telemetry Architecture
- **5 Core Engines Monitored Daily (`03:00 KST`)**:
  1. **ChatGPT** (`OpenAI Responses API web_search_call` + BrightData real-browser rendering)
  2. **Perplexity** (`Sonar Citation Graph` & source ranking extraction)
  3. **Google AI Mode / AI Overviews** (SERP generative snapshot & cited card extraction)
  4. **Gemini** (Google ecosystem grounding & Korean entity recognition)
  5. **Claude** (Anthropic research/web-grounded response evaluation)
- **Query Fan-Out Reverse-Engineering**: Captures the exact underlying search queries AI models synthesize before generating answers.
- **Korean Asymmetric Boundary Regex (`ADR-0047`)**: Accurately matches Korean agglutinative particles (`온튜닉은`, `온튜닉에서`) while blocking compound-word false positives.

## 3. 5-Core Standard Dashboard & C-Level 1-Page PIN Share View
1. **Overview (개요)**: 30-day AI Visibility `%` & Share of Voice (`SOV %`) scorecards and trendlines.
2. **Prompts / Visibility (가시성 지표)**: Performance across the **5-Stage Golden Prompt Matrix** (Category Exploration, Feature/Attribute, Competitor Comparison, Local/Contextual, Branded/NAP) with 3-tab drill-down (`Mentions`, `Citations`, `LLM Responses + Web Queries`).
3. **Competitors / SOV (점유율 리더보드)**: Relative mention share (`isSelf` vs competitors) and prompt coverage breadth.
4. **Citations (인용 출처)**: **11 Source Categories × 14 Page Types**, **120 Korean Core Domains Dictionary** (Naver Blog/Cafe, YouTube, Musinsa, 29CM, Olive Young, Vogue, Newswire, etc.), **Bray–Curtis Citation Stability**, and **Content Gaps** (competitor-cited, self-uncited prompts).
5. **Opportunities (기회 발굴)**: Weekly prioritized action cards across 4 categories backed by prompt and citation evidence accordions.
- **C-Level 1-Page PIN Briefing (`/share/$token`)**: Passwordless 4–6 digit PIN-protected executive summary view with KO/EN toggle and 1-click A4 PDF export.

## 4. 6 Pillars · 18 Agentic GEO Execution Modules
- **Pillar 1 (Analytics)**: ① SoM Benchmarking ② Citation Source Reverse-Tracking ③ Query Fan-Out Reverse-Engineering ④ GA4 `ai_search` Attribution
- **Pillar 2 (On-Site Machine-Readable Infra)**: ⑤ Schema.org JSON-LD `@graph` Injection ⑥ AI Crawler (`GPTBot`, `OAI-SearchBot`, `PerplexityBot`, `ClaudeBot`) WAF/robots.txt Audit ⑦ **Cloudflare Edge Markdown Dual-Serving (`Accept: text/markdown` → 80% token reduction)** ⑧ `/llms.txt` & `/llms-full.txt` Deployment
- **Pillar 3 (Off-Site Authority Seeding)**: ⑨ Community/Vertical Seeding ⑩ **Citation Interception** (inserting brand into top AI-cited third-party listicles/comparisons) ⑪ Wikidata/Knowledge Graph `sameAs` ⑫ Global 6-Map NAP Synchronization (Google, Apple, Foursquare, Bing, Naver, Kakao)
- **Pillar 4 (Answer-First Content)**: ⑬ BLUF (40–60 word executive summary blocks) ⑭ `[Brand] vs [Competitor]` Matrix Pages ⑮ AEO Semantic 0-JS FAQ Accordions
- **Pillar 5 (Brand Defense)**: ⑯ AI Price/Spec Hallucination Correction Protocol ⑰ Negative Prompt Neutralization
- **Pillar 6 (Agentic Commerce)**: ⑱ **W3C WebMCP (`navigator.modelContext.registerTool`)** Browser-Native Agent Tool Registration

## 5. Editorial Insights & Technical Blog (/blog)
- [Ontunic Technical Notes (/blog)](https://ontunic.maskit.co.kr/blog/): Generative Engine Optimization (GEO) research, Query Fan-Out benchmarks, and Edge Markdown engineering notes.
- [Query Fan-Out 역추적과 Cloudflare Edge Markdown — 온튜닉 엔지니어링 아키텍처](https://ontunic.maskit.co.kr/blog/01-why-geo-and-query-fan-out-matter/): 소비자의 질문 1건이 5대 AI 검색엔진 내부에서 수십 개의 웹 서브쿼리로 분해되는 과정과 LLM 토큰 비용을 80% 절감하는 Dual-Serving 구현 원리.

## 6. Corporate Identity & Canonical Legal Links (SSOT)
- **Provider**: 주식회사 마스킷 (Maskit Inc.) | CEO & CPO: 배호연 | Business Reg: 140-81-99168
- **Addresses**: 서울특별시 종로구 율곡로 6 아트코리아랩 (HQ) | 부산광역시 해운대구 센텀중앙로 90 (Busan)
- **Contact**: contact@maskit.co.kr | 02-6956-3457
- [Ontunic Official Landing](https://ontunic.maskit.co.kr): AI Search (GEO) Analytics & Agentic Execution Platform
- [Ontunic Production SaaS Console](https://ontunic.com): Live 5-Core GEO Dashboard & 18 Modules
- [Maskit Corporate Hub](https://www.maskit.co.kr): Parent Organization (주식회사 마스킷)
- [서비스 이용약관 (Terms of Service)](https://www.maskit.co.kr/docs/terms-of-service)
- [개인정보처리방침 (Privacy Policy)](https://www.maskit.co.kr/docs/privacy-policy)
- [개인정보 제3자 제공 동의 (Third-Party Privacy Agreement)](https://www.maskit.co.kr/docs/privacy-agreement)
- [문의 개인정보 수집 및 이용 동의 (Contact Privacy Consent)](https://www.maskit.co.kr/contact/personal-information-agreement)