Questions and answers
Direct answers about Moiria, GEO, the four product families, and how partners, agencies, and businesses work with us. Each answer is grounded in the same entity layer that powers our own presence in Google and AI-driven search.
About Moiria
Moiria is an AI intelligence collective that aggregates the products and expertise of its partners. Four product families (GEO Presence, ISOD, Moiria Agents, Moiria BUILD), one ecosystem of partners delivering coordinated mandates, all built for your company's digital presence and discoverability in AI-driven search.
The Moiria Consortium is a group of independent partners that delivers coordinated mandates under a single masterbrand. Each partner contributes its own discipline and retains ownership of its assets, while Moiria aggregates what they build into one intelligence layer your company works with directly.
Ownership varies by product and by the agreements behind it. GEO Presence is owned by UPentreprise. ISOD Enrichissement is jointly owned by UPentreprise and Storyline Communication. For the remaining families, ownership follows each product's own development and partnership agreements. Joining the consortium does not transfer a partner's assets or expertise to Moiria: ownership, development, distribution and acquisition are separate questions, and each product's own agreements govern them.
An agency optimizes one discipline for one client engagement at a time and bills by time. A consortium coordinates multiple disciplines (structure, evidence, technology, distribution) under one masterbrand with one entity layer, one audit discipline, and one reporting rhythm. AI-driven discovery is not a service you buy in hours; it is a layer your company permanently owns.
Yes. UPentreprise delivers GEO Presence and Moiria Agents directly; ISOD Enrichissement is delivered through Storyline, its distribution partner. Consortium partners add regional or industry-specific reach on top of that, but no partner is required between you and a product.
A discovery conversation routes you to the right partner for your product family and region. Products with a direct delivery path can also be engaged without going through a partner.
Storyline Communication, M Expérience, Rosemarie Records, and UPentreprise. Each consortium partner carries a defined role on the relevant product page.
ChatGPT, Claude, Gemini, and Perplexity own the recommendation moment today. Buyers ask them who the best in a category is, and the answer is synthesized from the entities the models trust. Google Search still owns high-intent commercial search; GEO Presence is built for the intersection.
GEO Presence
Generative Engine Optimization is the practice of engineering your company's digital presence (structured data, entity clarity, citations, geo signals) so that when someone asks ChatGPT, Claude, Gemini, or Perplexity who the best in your category is, your company is the one the model can parse, verify, and recommend.
SEO optimizes for a ranked list of links. GEO optimizes for an answer. AI assistants do not show ten blue links; they synthesize an answer from the entities they trust. GEO Presence builds for that surface: entity structure, factual clarity, and consistent signals across the open web, not keyword volume.
Entity clarity is how unambiguously an AI model can identify your company: consistent name, facts, and relationships across your site and the open web, expressed in structured data the model can parse. It is the foundation that lets a model say a fact - and trust it - rather than guess.
Structured data is the foundation. Schema.org markup, consistent facts, and third-party verification are what let a model extract who you are with confidence instead of guessing. Without it, AI models fall back to inference, and inference is where most miscitations happen.
By your share of model and citation rate: how often your company appears in AI-generated answers, and how accurately AI assistants describe your category. Every cycle closes with a written analysis against the audit baseline; improvement is measured, not asserted.
No. Google still owns high-intent commercial search. GEO covers the recommendation moment that moved to AI assistants, and both surfaces reward the same thing: an entity that can be parsed and verified.
Measurable improvements in how your company is surfaced typically appear within three to six months, depending on your starting point and competitive landscape. The audit is delivered in the first two weeks; boost pages are optimized within the first two months.
GEO Presence is the consortium's flagship product family. GEO is Generative Engine Optimization, the practice of engineering your digital presence so AI assistants can parse, verify, and cite your company in their answers.
Usually no. Most companies have enough substance on their site. What is missing is structure: clean metadata, entity schemas, and semantic clarity. If the audit shows the site is the blocker, Moiria BUILD can rebuild it as an AI-native build. Structure first; rebuild only if needed.
ISOD Enrichissement
ISOD (Information Systems for Operator Discovery) is the consortium's tourism intelligence family. It applies GEO Presence's entity rigor to how AI travel queries are phrased - data sheets, structured tourism attributes, and verifiable hospitality facts - so destinations, hotels, and DMO partners become citable across AI assistants.
Most tourism organizations lose time chasing member updates: opening hours change, an activity launches, a season starts, and each one becomes a chain of reminders and corrections. ISOD Enrichissement turns those natural-language updates into structured information your team can validate and transfer into the systems you already use.
Travel questions increasingly go to AI assistants instead of a list of blue links, and those assistants can only cite what they can parse and verify. Member information written as free-form prose often describes a destination accurately but cannot be extracted from it. Structured, verifiable tourism attributes are what let a destination, a hotel, or a DMO be cited accurately instead of guessed at.
They solve different problems and can run independently. GEO Presence works on how one company is understood and surfaced in Google and AI search. ISOD Enrichissement works on the quality of the tourism data an organization maintains across many members, and then makes it transferable. The shared principle is entity discipline: state facts in a form that can be parsed and verified.
Talk to us directly
Direct answers about Moiria, GEO, the four product families, and how partners, agencies, and businesses work with us. Each answer is grounded in the same entity layer that powers our own presence in Google and AI-driven search.