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Partenaire GEO full-stack pour la France, Google.fr et la recherche IA.

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  • Architecture CitationGraph
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Ce site utilise CitationGraph et Google Analytics 4 pour l’analyse du trafic et de la visibilité IA, ainsi que des requêtes first-party pour le chemin de page, l’URL complète, le referrer et les métriques de base. En savoir plus

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Industry & Scenario Solutions

Solutions sur mesure pour la Visibilité IA & la Croissance Vérifiable

Nous combinons CitationGraph, GravityAds et notre ingénierie full-stack en quatre solutions sectorielles adaptées aux cycles de décision, architectures techniques et cadres réglementaires de votre organisation.

Marques DTC & E-CommerceB2B SaaS & TechnologieAffaires Publiques, Fédérations & Think Tanks · Custom-ScopedÉcosystèmes IA Régionaux
SOLUTION 01 · DTC & E-COMMERCE BRANDSMarques DTC & E-Commerce

Croissance DTC & Attribution du Profit Réel (True ROAS)

Reliez le profit réel Shopify (True ROAS), les recommandations shopping IA et le Paid 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 & Technologie

GEO d’Intention d’Achat B2B & Architecture de Preuve

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 INSTITUTIONSAffaires Publiques, Fédérations & Think Tanks · Custom-Scoped

Intégrité des Citations IA pour Affaires Publiques & Institutions

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)
Ouvrir la solution Affaires Publiques →Request Institutional Scoping
SOLUTION 04 · REGIONAL AI ECOSYSTEMSÉcosystèmes IA Régionaux

Écosystèmes de Recherche IA Régionaux (France, DACH, États-Unis, Japon, Corée, Chine, MENA, LatAm)

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

Quelle solution correspond le mieux à vos objectifs ?

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 ↗