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제품
제품 개요제품 매트릭스True ROASShopify 수익Ads MCP / APIAI 광고 지능Ads Quant Engine광고 측정 커널CitationGraphAI 가시성요금제
서비스
GEO 최적화SEO 최적화퍼포먼스 광고콘텐츠 마케팅DTC 운영웹 개발
솔루션
솔루션 개요4대 산업 시나리오DTC 및 이커머스 브랜드True ROAS 및 쇼핑 AIB2B SaaS 및 테크 기업도입 검토 인텐트 GEO공공정책·기관 및 협회AI 인용 출처 및 팩트 감사지역별 AI 검색 생태계US · EU · JP · KR · CN
기술
기술 개요증거 체계CitationGraph 아키텍처AI 가시성 시스템Ads Quant Engine광고 측정AI Evidence CenterAI 가시성 증거GEO Activation성장 액션개발자 문서
사례블로그회사 소개문의하기
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AI 기반 풀스택 GEO 서비스로 한국 브랜드가 AI 검색에서 발견되고 성장하도록 돕습니다.

서비스

  • GEO 최적화
  • SEO 최적화
  • 퍼포먼스 광고
  • 콘텐츠 마케팅
  • DTC 운영
  • 웹 개발

솔루션

  • 솔루션 개요
  • DTC 및 이커머스 브랜드
  • B2B SaaS 및 테크 기업
  • 공공정책·기관 및 협회
  • 지역별 AI 검색 생태계

제품

  • 제품 개요
  • True ROAS
  • Ads MCP / API
  • Ads Quant Engine
  • CitationGraph

기술

  • 기술 개요
  • CitationGraph 아키텍처
  • Ads Quant Engine
  • AI 가시성 증거
  • GEO 활성화
  • 개발자 문서

회사

  • 회사 소개
  • 사례
  • 블로그
  • FAQ
  • 문의하기

언어

  • 中文
  • English
  • 日本語
  • 한국어
  • Deutsch
  • Français
  • Español
  • Português
  • العربية

이 사이트는 CitationGraph 및 Google Analytics 4로 트래픽과 AI 가시성을 분석하며, 페이지 경로, 전체 URL, 참조 페이지, 기본 성능 지표를 1자 요청으로 기록합니다. 자세히 보기

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Industry & Scenario Solutions

Purpose-Built Solutions for AI Search Visibility & Verifiable Growth

We combine CitationGraph, GravityAds, and full-stack engineering into four specialized solutions—aligned with how buyers, stakeholders, and AI answer engines evaluate your sector.

DTC & E-Commerce BrandsB2B SaaS & Enterprise TechPublic Affairs, Trade Associations & Think Tanks · Custom-ScopedRegional AI Ecosystems
SOLUTION 01 · DTC & E-COMMERCE BRANDSDTC & E-Commerce Brands

DTC Brand Growth & True Profit Attribution

Unite Shopify True ROAS profit evidence, AI shopping recommendations, and performance media

Built for direct-to-consumer and retail e-commerce brands facing inflated ad-platform ROAS and rising acquisition costs. We structure your product feeds, comparison pages, and review schema so ChatGPT Shopping, Perplexity, and Google AI Overviews recommend your products—while GravityAds True ROAS measures net contribution profit after COGS, refunds, and Shopify fees.

Key Challenges Solved

  • Ad platform dashboards over-report conversions while SKU-level net margin remains opaque
  • High-intent category queries ("Best X for Y") in ChatGPT and Perplexity recommend competitors
  • Incomplete product schema, merchant feeds, and review signals block AI shopping extraction

Integrated Product & Service Stack

  • ✓GravityAds True ROAS (order- and SKU-level net profit measurement)
  • ✓CitationGraph product schema, merchant feed & buyer-guide activation
  • ✓End-to-end DTC storefront operations + Google, Meta, Bing & TikTok paid media
Explore DTC Operations →View True ROAS Product ↗
SOLUTION 02 · B2B SAAS & ENTERPRISE TECHB2B SaaS & Enterprise Tech

B2B Buyer-Intent GEO & Technical Evidence Architecture

Win the AI shortlist across vendor comparisons ("X vs Y"), pricing evaluations, and technical due diligence

Enterprise buyers increasingly assemble vendor shortlists inside ChatGPT, Claude, Perplexity, and Google AI Overviews before ever filling out a demo form. We engineer machine-readable fact layers (llms.txt, /ai/*.md), structured comparison matrices, and third-party authority citations so answer engines represent your capabilities, security posture, and pricing accurately.

Key Challenges Solved

  • AI engines cite outdated documentation or competitor narratives on high-intent "X vs Y" queries
  • Developer docs, API references, and compliance pages are poorly indexed by OAI-SearchBot and PerplexityBot
  • Zero-click AI research leaves B2B pipeline attribution blind in standard last-click GA4 setups

Integrated Product & Service Stack

  • ✓CitationGraph AI Evidence Center (server-side crawler logs + AI referral attribution)
  • ✓Machine-readable authority stack (llms.txt, /.well-known/ai-agent.json, JSON-LD graph)
  • ✓High-intent comparison, pricing-architecture, and implementation-proof page engineering
Explore GEO Service →Request B2B AI Visibility Audit
SOLUTION 03 · PUBLIC AFFAIRS & POLICY INSTITUTIONSPublic Affairs, Trade Associations & Think Tanks · Custom-Scoped

Public Affairs, Policy & Institutional AI Citation Integrity

Audit source provenance, counter partisan or stale secondary citations, and structure official policy records across EU/UK, Japan, and the US

Designed for Brussels/London/DC public affairs agencies, trade associations navigating EU Regulation 2024/900 (and the Google/Meta issue-ad ban), think tanks, and Japanese policy organizations preparing for the 2027 unified local elections. We use CitationGraph to audit which sources AI engines cite on your core policy issues and deploy verifiable first-party evidence hubs.

Key Challenges Solved

  • Loss of paid issue-advocacy ad channels in the EU under Regulation 2024/900 requires strong organic AI discoverability
  • ChatGPT and Perplexity cite partisan "pink slime" outlets or outdated secondary commentary instead of your official record
  • Dense PDF whitepapers and legislative testimony fail RAG extraction without structured HTML/Schema companions

Integrated Product & Service Stack

  • ✓CitationGraph cross-platform policy prompt & source-provenance auditing
  • ✓First-party policy evidence hubs (/ai/*.md, FAQPage/Dataset Schema, HTML whitepaper companions)
  • ✓Multi-client agency workspaces & co-branded audit reporting (Custom-Scoped)
Explore Public Affairs Solution →Request Institutional Scoping
SOLUTION 04 · REGIONAL AI ECOSYSTEMSRegional AI Ecosystems

Regional & Multilingual AI Search Ecosystems (US, EU, Japan, Korea, China LLMs, LatAm, GCC)

Native evidence engineering tailored to local answer engines, portals, and regulatory trust signals across 9 languages

AI discovery is not uniform worldwide: DACH and France require GDPR/EU AI Act trust signals and Mistral/Google local authority; Japan runs on a dual track of Google Japan and Yahoo! JAPAN / LINE Yahoo; South Korea requires Naver + AI alignment; and Mainland China is governed by domestic LLMs (DeepSeek, Kimi, Doubao, Yuanbao, Tongyi, Baidu). We build native localized evidence layers for each market.

Key Challenges Solved

  • Machine-translated pages fail to earn citations in Yahoo! JAPAN, Naver, Google.de, Google.fr, or regional AI answers
  • International brands lack entity definitions and authoritative Chinese-language sources inside DeepSeek, Kimi, and Doubao
  • Misconfigured hreflang, canonicals, and localized schema cause AI crawlers to cite the wrong regional entity

Integrated Product & Service Stack

  • ✓9-language regional GEO playbooks (EN, ZH, JA, KO, DE, FR, ES, PT-BR, AR)
  • ✓China domestic LLM visibility program (DeepSeek, Kimi, Doubao, Yuanbao, Tongyi)
  • ✓Localized AI Evidence Index (/ai/*-market-geo-*.md) & local authority citation building
View Regional GEO Playbooks →Open AI Evidence Index

Not Sure Which Solution Fits Your Organization?

Share your domain and target markets—our engineering and strategy team will deliver a tailored AI visibility and growth diagnostic within 48 hours.

Request a Custom Diagnostic →CitationGraph.ai ↗