Pricing- Choose the right AI Understanding solution for your business, from assessment to complete AI Digital Twin™ implementation. Save months of trial and error. Measure first → Understand → Change → Invest Start today 01. DIAGNOSE Ai competitive edge™ BASIC DIAGNOSTIC 500 € (Entry B2B Package / Micro Companies) Purpose: Quick check for smaller companies, local actors or simple service activities. Technical scope : Single-LLM diagnostics (primary model analysis). Deliverable content: Basic GAP Analysis report (What AI thinks you are vs. What you actually are). Warning on basic risks (Misunderstanding, Omission). Clear but short list of basic priorities. Micro companies do not have the capacity to process large amounts of data. You need a quick diagnosis without unnecessary ballast. Delivery: 100% asynchronous (PDF / Document). No meetings. Learn more about benefits STANDARD B2B PACKAGE (3-in-1 System) 1.500 € (SME / Medium enterprises) Purpose: A comprehensive diagnostic-implementation tool for companies with their own marketing/SEO team or external agencies. Technical scope: Multi-LLM Triangulation (at least 3 independent AI models: ChatGPT, Claude, Gemini) to identify consensus and divergence. Content of the deliverable: CEO Executive Summary: Business Reality vs. AI representation, risks (Entity Collision, Misclassification) and commercial implications. 3-in-1 Actionable Output: The report is structured to serve as a direct operational brief for: SEO/GEO team: Guidelines for entity anchoring and canonical descriptions. Content / Advertising team: Correction of messages and profiling of the B2B customer. Delivery: Complete Strategy Document Learn more about benefits ENTERPRISE / MULTI-BRAND 3500 € (Complex Entities & International Corporations) Purpose: Companies with multiple subsidiaries, complex brand portfolios, exclusive international representations or presence in multiple geographic markets. Technical scope: Advanced Multi-LLM Triangulation with analysis of regional language models and deep comparison with key international competition. Deliverable content: Comprehensive audit study for all brands in the group. Resolving complex Entity Collision risks of international groups. Quarterly action plan (Roadmap) with defined KPIs for measuring AI authority. Delivery: Asynchronous delivery of a comprehensive audit package with the option of written support (Q&A). Learn more about benefits 2. STRUCTURE & IMPROVE AI Digital Twin™ Foundation For companies starting their AI understanding journey. Designed for businesses that need a clear and structured digital representation. Includes: ✓ Ai competitive edge analisys ✓AI Digital Twin™ architecture ✓ Core Business Intelligence ✓ Essential Intelligence Nodes™ ✓ AI Digital Card™ ✓ Structured business representation Investment: €1500 Order now Professional AI Digital Twin™ For companies that want stronger AI visibility and recommendation potential. Includes: ✓ Everything from the previous package + ✓ Advanced AI Digital Twin™ ✓ Multiple Intelligence Nodes™ ✓ Industry intelligence mapping ✓ Customer relevance modelling ✓ Recommendation Layer™ ✓ Public Intelligence Library™ Investment: €3000 Order Now Enterprise AI Intelligence System™ For complex organisations and international businesses. Designed for companies with: multiple services, multiple markets, complex expertise, large organisational structures. Includes: ✓ Full AI Digital Twin™ architecture ✓ Advanced intelligence modelling ✓ Industry benchmarking ✓ Expanded Intelligence Library™ ✓ Continuous development framework Contact us to discuss your organisation, portfolio and required AI intelligence architecture. Contact us Expand Your AI Digital Twin™ Every AI Digital Twin™ starts with 6 Core Intelligence Nodes™, forming the essential foundation for AI understanding. These core nodes include: ✓ Core Positioning™ ✓ Customer Segmentation™ ✓ Products & Services™ ✓ Industry Expertise™ ✓ Recommendation Layer™ ✓ Language Intelligence™ Depending on the complexity of your business and the selected implementation, your AI Digital Twin™ may include additional Intelligence Nodes™ covering areas such as international markets, innovation, sustainability, partnerships, certifications, manufacturing capabilities, recruitment, technology, or other business-specific expertise. Solution Foundation AI Digital Twin™ Professional AI Digital Twin™ Enterprise AI Digital Twin™ Included Intelligence Nodes™ 6 Core Nodes™ 8–10 Intelligence Nodes™ 12+ Intelligence Nodes™ Additional Intelligence Nodes™ From €390 / Node Learn more 3. PROTECT AI Understanding Monitoring™ Protect your AI representation over time. Monitoring checks: AI understanding interpretation recommendation competitor changes new information outdated information recommendation shifts €390/year+ Learn more What you are really buying You are not buying another SEO report. You are not buying another AI visibility score. You are not buying a promise that someone can “make ChatGPT recommend you.” You are buying clarity before investment. Because without understanding the problem, additional marketing investment can become another round of trial and error. Instead: Measure first Understand the problem Make the right changes Then invest The principle is simple Measure first → Understand the problem → Make the right changes → Then invest. Don't spend more trying to become visible before understanding how AI sees you. Contact us for lear more

Claim your free AI Digital Card™ and create a verified AI-readable profile for your company. Join Prospectiva’s Business Intelligence Library and help AI systems understand your expertise, services and industry. Claim Your Free AI Digital Card™ Become part of the Prospectiva AI Business Intelligence Library™ Create your verified AI Digital Card™ Artificial intelligence is changing how businesses are discovered, understood and recommended. Traditional business profiles were created for people. AI systems require something different: structured, clear and connected business information that helps them understand who you are, what you do and when your company is relevant. Prospectiva is building a global AI-readable Business Intelligence Library™ where organisations can create their verified AI Digital Card™. Your AI Digital Card™ creates a structured digital representation of your company, including your: company identity industry expertise products and services target markets business location digital presence Every submitted company profile is reviewed before publication to maintain a trusted and high-quality intelligence ecosystem. This is not a paid advertisement or a simple business listing. It is the first step toward making your organisation more understandable in the age of artificial intelligence. How it works 1. Submit your company information Complete the form with your basic business details and expertise. 2. Prospectiva verifies your information Our team reviews submitted data before publishing your AI Digital Card™. 3. Your AI Digital Card™ becomes part of the intelligence ecosystem Your company profile becomes a structured AI-readable business entity within Prospectiva’s growing knowledge network. Want to understand how AI currently sees your business? After creating your AI Digital Card™, you can take the free AI Readiness Assessment™ to discover how easily AI systems can understand, discover and recommend your organisation. We don't build AI for your business. We build your business for AI. Free AI Readiness Assessment 1. Company Information Company name* First name* Last name* Position Email* Phone* Company Logo / Main Image* Upload File 2. Business Classification Industry* Choose one Business Type* Choose one Location Country* Region / State City* Business Address* Google Maps Link Company Introduction Short Company Description* Describe your company and what you are known for. Digital Presence* LinkedIn Company Page Facebook Page Instagram Other Social Media I confirm that the submitted information represents my company and I agree that Prospectiva may review and publish this information as part of the AI Digital Intelligence Library™ * Submit for Verification

AI Competitive Edge™ reveals how AI understands your business and provides actionable intelligence for SEO, GEO, content, advertising, social media and international marketing. One Analysis. More Than AI. How AI Competitive Edge™ turns AI understanding into actionable business intelligence AI Competitive Edge™ is not just an analysis of how AI sees your business. It reveals how your business is currently positioned, understood and connected — and where that intelligence can be used across your wider communication and business ecosystem. The value doesn't stop with the AI answer AI Competitive Edge™ reveals the information, associations, advantages, differentiators and positioning signals that AI systems can — or cannot — correctly connect to your business. That makes the findings useful far beyond AI. The result becomes a business intelligence layer that can inform marketing, sales and communication decisions. One analysis. Multiple applications. The same findings can inform very different business activities. You don't need six different analyses for six different channels. You need one reliable understanding of your business — and the intelligence to apply it where it matters. Where can the results be used? SEO / GEO Identify what should be clearly structured across your website, which entities and relationships are unclear, and where important business information is missing or difficult to interpret. Content Marketing Identify the topics, expertise, advantages, use cases and differentiators that should be communicated more clearly. Digital Advertising Use clearer positioning and more precise business messages across Google Ads, display, programmatic and other advertising formats. Social Media Communicate more consistently who the company is, who it serves, what makes it different and when it is relevant. International Marketing Identify whether your positioning is clear enough to transfer across markets and languages without losing its meaning. Radio / Outdoor / Print The analysis does not predict advertising performance. It helps establish what the communication needs to communicate clearly so the business is not reduced to a generic or misleading message. Better Information. Better Decisions. AI systems are increasingly used for: Research → Analysis → Forecasting → Recommendations → Customer Intelligence → Decision Support Across these applications, the quality of the underlying information matters. When business information is: Incomplete → Outdated → Inconsistent → Incorrect the resulting interpretation can also become incomplete, outdated, inconsistent or incorrect. The principle is simple: Better information → Better understanding → Better decisions AI Competitive Edge™ helps identify where the information and positioning intelligence behind your business may need improvement. One Foundation Behind Multiple AI Applications The analysis comes first. It identifies what AI currently understands, where gaps exist and what information matters. That intelligence can then inform the structure of your AI Digital Twin™ and the development of the Intelligence Nodes™ needed to address those gaps. Business Reality ↓ AI Competitive Edge™ Measure → Understand → Identify Gaps ↓ Structured Business Intelligence ↓ AI Digital Twin™ ↓ Intelligence Nodes™ / Hospitality Intelligence™ ↓ AI & Business Ecosystem Better for the Business. Better for AI. For the business A clearer, more consistent and more controllable digital representation of what the company is, what it does and why it is relevant. For AI systems Better-structured business information that can be discovered, connected and interpreted in context. For other business systems A stronger information and positioning foundation for communication, analysis and decision-making. What AI Competitive Edge™ Does Not Promise Prospectiva is not an advertising agency! AI Competitive Edge™ does not guarantee that a campaign, advertisement, social post or marketing channel will perform better. It does something more fundamental. It identifies the quality of the business information and positioning intelligence those activities are built on. Because before you optimize the message, you should know whether the underlying business story is actually clear. One Analysis. A Foundation You Can Keep Using. The company doesn't just get an answer: "How does AI see us?" It gets a basis for understanding: How are we positioned? How are we understood? What is missing? What is misunderstood? What should change? What should we communicate? What should AI be able to understand? The same intelligence can then be used by different teams, across different channels and over time. One analysis. Multiple applications. Know What AI Understands Before You Invest More. Before investing more in SEO, content, advertising or communication, understand the information and positioning intelligence those activities are built on. Request an AI Competitive Edge™ Assessment

Take the AI Readiness Assessment™ and discover in 2 minutes how easily AI systems can understand, discover and recommend your business in the AI Recommendation Economy™. Take Free AI Assessment Is Your Business Ready for the AI Recommendation? Find out in 2 minutes how easily AI systems can understand , discover and recommend your business Search is changing. Customers are no longer only searching websites — they are asking AI systems for recommendations. The question is no longer only "Can customers find you?" The question is: "Does AI understand why your company should be recommended?" Answer honestly and discover your AI Readiness Score™. How ready is your business for the AI Recommendation Economy™? Give yourself: 0 points = No 1 point = Partly 2 points = Yes Your AI Readiness Score 0–5 points 🔴 AI Invisible Your business exists online, but AI has very little understanding of who you are and why you should be recommended. The longer you wait, the greater the advantage for competitors who start building AI-ready business intelligence today. 6–10 points 🟠 Digital Presence, Limited AI Understanding Your company has a digital presence, but AI still struggles to interpret your expertise and business value. You have a solid foundation, but important AI signals are missing. 11–15 points 🟡 AI Ready Your business is ahead of many competitors. With a structured AI Digital Twin™, you can significantly improve how AI understands and recommends your company. 16–20 points 🟢 AI Recommendation Leader Congratulations. Your company has built strong foundations for the AI Recommendation Economy™. Continue expanding your AI knowledge base and maintain your competitive advantage. What does AI currently believe about your business? We measure how AI currently represents your business, identify where that representation can fail, and build the infrastructure needed to make it more accurate, consistent and recommendation-ready. Get Your AI Representation Audit

Prospectiva builds AI Understanding Systems™ and AI Digital Twins™ that help businesses become understood, discovered and recommended by artificial intelligence in the AI Recommendation Economy™. Prospectiva Your AI Brand Reputation Protection & Control Partner AI Can Only Recommend What It Can Correctly Understand. The internet is full of information about your business. But more information does not necessarily create better understanding. Your business may be described differently across dozens of digital sources — with information that is new, old, incomplete, duplicated or inconsistent. AI has to interpret these signals and determine how they connect. If the signals don't clearly connect, the resulting representation of your business may not be correct. So how does AI actually understand your business? We analyze how AI understands, interprets and represents your business — identifying what is unclear, missing, inconsistent or difficult to interpret. We don't build AI for your business. We build your business for AI. See how AI understands your business The problem Your Business Is Real. Your AI Representation May Not Be. AI does not experience your business directly. It builds a representation of your business from the information, signals and context it can access across the digital ecosystem. That information may be incomplete, outdated, inconsistent, duplicated or disconnected. As a result, AI may not always correctly understand what your business does, who it is for, what makes it different or when it should be considered. The four ways AI can get your business wrong MISUNDERSTAND AI misunderstands what your company actually does. MISCLASSIFY AI puts you in the wrong category. OMIT AI fails to include you when you should be considered. MISREPRESENT AI describes your business inaccurately or with outdated information. And there is a second problem. If you don't know how AI currently understands your business, you may make important decisions based on assumptions rather than evidence. You may invest in the wrong content, the wrong positioning, the wrong channels — or spend money fixing a problem that does not actually exist. That is why you need to measure first. Visibility ≠ Understanding Understanding ≠ Recommendation A business can be established, successful, highly visible and well reviewed — and still be misunderstood or overlooked when the right customer is looking for the right solution. The question is no longer simply whether AI can find your business. The question is whether AI understands why your business should be considered. Save months of trial and error We test how AI currently understands, interprets and recommends your business across relevant questions, contexts and AI systems. We don't rely on assumptions. We measure what AI gets right, what it gets wrong, what it cannot find and where your business may be losing relevance. You see: What AI understands correctly. What AI misunderstands or misrepresents. What important information is missing or unclear. Where your business is relevant — and where it is overlooked. What should be addressed first. Where you may be making decisions without the right evidence. Measure first. Understand the problem. Then invest. Request an AI Representation Audit What happens after the analysis? From measurement to protection. The analysis shows where your business is clearly understood — and where its AI representation needs to be improved. We then turn the findings and verified business knowledge into structured, connected and maintainable business intelligence. ANALYSE → STRUCTURE → PROTECT & MONITOR Request an AI Representation Audit AI Diigital Twin™ Turn what AI needs to understand into structured business intelligence. The AI Digital Twin™ brings together the verified information, relationships, context and business knowledge needed to represent your company consistently. One structured representation. Continuously maintained. Request an AI Representation Audit FX Avtoservice From poorly understood → clearly represented The AUS™ Operating system for protection A continuous system for understanding, structuring and protecting your AI representation. 01 ANALYZE Measure how AI currently finds, understands, interprets and recommends your business. 03 STRUCTURE Build clear, consistent and machine-interpretable business intelligence around the gaps that matter. 05 PROTECT & MONITOR Monitor changes in AI representation, interpretation and recommendation — and identify emerging risks before they become business problems. 02 IDENTIFY Identify the gaps between your real business and its AI representation — including misunderstanding, misclassification, omission and misrepresentation. 04 VERIFY & UPDATE Create and maintain your AI Digital Twin™ and connected Intelligence Nodes™ as a verified source of business intelligence. We don't build internal AI systems We don't build your chatbot. We don't replace your CRM. We don't automate your employees. We build the structured business intelligence that helps AI, Search and other digital systems understand, interpret and correctly represent your business. Your business is real Is AI representing it correctly? Find out before you invest more in SEO, content or advertising. Measure first. Then invest. Don't guess what AI understands about your business. Measure it. Request an AI Representation Audit

Official company information and legal details for Prospectiva Simon Požek s.p., creator of AI Understanding Systems™ and AI Digital Twin™ solutions for businesses. Imprint / Impresum Service provider information: Company name: Prospectiva, Simon Požek s.p. Company address: Sermin 71a, 6000 Koper, Slovenia Postal code and city: 6000 Koper Country: Slovenija Contact details: E-mail: info@prospectiva.si Telephone:+ 386 41 750 278 Website: https://www.prospectiva.si Legal information: Legal representative: Simon Požek Certificate number: 7413955000 Tax number: 17489164 VAT registered: No Registered: The company is registered in the court register at Koper District Court. Responsibility for content: Prospectiva strives to ensure the accuracy of the information on this website, but does not assume responsibility for any errors or the content of external links.

Find answers about AI Understanding Systems™, AI Digital Twins™, AI Recommendation Economy™ and how Prospectiva helps businesses become understood and recommended by artificial intelligence. Frequently asked questions Ai Understanding Systems™ AI Digital Twin™ AI Visibility & Discovery Who Needs AI Digital Twin™ Implementation 01 What is AI Brand Protection? It is a technical and content-based process that takes control of how advanced AI models (ChatGPT, Claude, Gemini, Perplexity) interpret your business. This prevents AI from bugging you, miscategorizing you (e.g. confusing you with mass B2C retailers) or recommending competitors instead of you. 02 What is AI Understanding Systems™? AI Understanding Systems™ is a framework designed to help artificial intelligence systems better understand companies, their expertise, capabilities, services and business context.The goal is not only to increase visibility, but to improve the probability that a company is correctly interpreted and recommended by AI systems when relevant users search for solutions, providers or partners. 03 Why do businesses need AI Understanding? Traditional digital presence was built mainly for human visitors and search engines.The AI Recommendation Economy™ changes this.AI systems do not only retrieve information. They interpret relationships, context, expertise and relevance before generating recommendations.Companies that are easier for AI to understand have a higher probability of being discovered and recommended. 04 What is the AI Recommendation Economy™? The AI Recommendation Economy™ describes the shift from traditional search-based discovery toward AI-assisted decision-making.Instead of users only searching:"best company for..."they increasingly ask AI systems:"Who can help me with this?"In this environment, companies compete not only for rankings, but for recommendations.

Discover AI reputation protection (AUS™) — Prospectiva’s operating system for the AI Recommendation Economy™, helping businesses become understood, interpreted and recommended by artificial intelligence. AI reputation protection The Operating System for the AI Recommendation Economy AI Understanding Starts Where Traditional Digital Strategy Ends For more than two decades, organizations invested heavily in websites, search engine optimization, digital advertising and social media. These strategies were largely designed for a world where people searched, compared and made purchasing decisions themselves. That model is changing. AI systems are increasingly becoming part of how customers discover, compare and evaluate businesses. Instead of simply presenting search results, AI systems can interpret available information, evaluate relevance and generate a small set of recommendations. This changes the fundamental question of digital strategy. The challenge is no longer only whether a company can be found. The challenge is whether AI can correctly understand what that company is, why it is relevant and when it should be considered. AI Understanding Systems™ (AUS™) was created to address this challenge. What Is AI Understanding Systems? AI Understanding Systems™ (AUS™) is Prospectiva's operating system for measuring, structuring and protecting how AI understands, interprets and recommends businesses. AUS™ connects business knowledge, measurement, structured intelligence, verification and ongoing monitoring into a continuous system. It helps organizations identify how they are currently represented by AI, understand where gaps exist, structure the intelligence that matters, and monitor how that representation changes over time. The goal is not simply to make AI know your company. The goal is to make your business easier for AI to understand correctly in the contexts where relevance and recommendation matter. Why AI Understanding Matters? AI systems do not experience a business directly. They form representations from the information, signals and context available across the digital ecosystem. When important information is incomplete, inconsistent, outdated or difficult to interpret, AI may: misunderstand what the company does classify it incorrectly overlook it in relevant situations represent it inaccurately This creates a new competitive challenge. Organizations are no longer competing only for visibility. They are competing for accurate understanding, contextual relevance and consideration in AI-generated recommendations. The Purpose of AUS™ The purpose of AI Understanding Systems™ is to provide a repeatable system for understanding and improving how a business is represented across the AI ecosystem. AUS™ helps organizations: measure how AI currently understands and represents the business identify gaps in interpretation, relevance and recommendation structure important business knowledge verify whether the resulting representation is accurate and consistent update business intelligence as the organization evolves monitor changes and emerging AI representation risks The objective is not simply to improve discoverability. The objective is to improve the conditions under which AI can correctly understand, interpret and consider a business for recommendation. The AUS™ Operating System AUS™ follows a continuous operating model: ANALYZE → STRUCTURE → VERIFY → UPDATE → PROTECT 01 — ANALYZE Measure how AI currently finds, understands, interprets and recommends the business. 02 — STRUCTURE Identify and structure the business intelligence needed to close meaningful gaps. 03 — VERIFY Check whether the structured representation accurately reflects the real business and remains consistent across relevant signals and sources. 04 — UPDATE Keep the business representation aligned with changes in services, expertise, positioning, markets and context. 05 — PROTECT Monitor AI representation and identify emerging risks such as misunderstanding, misclassification, omission and misrepresentation. AUS™ turns AI understanding from a one-time audit into a continuous strategic capability. From Business Reality to AI Recommendation AUS™ operates across the complete AI recommendation journey: VISIBILITY Can AI find you? ↓ UNDERSTANDING Does AI understand you? ↓ INTERPRETATION Does AI interpret you correctly? ↓ RELEVANCE Does AI understand when you are relevant? ↓ RECOMMENDATION Will AI recommend you? This is the relationship between what a business is, what AI can understand, and what AI may ultimately recommend. AI Digital Twin™ and Intelligence Nodes™ AUS™ provides the operating framework. The AI Digital Twin™ provides the structured business representation. Intelligence Nodes™ provide modular intelligence units that represent specific aspects of the business. Together, they transform fragmented business knowledge into a structured, verified and maintainable representation designed for AI interpretation. The architecture is not created in isolation. It is informed by measurement. Prospectiva first identifies where meaningful gaps exist, then structures the intelligence required to address them. AI Understanding Is More Than SEO Search engine optimization remains important. SEO helps businesses improve discoverability and visibility across search environments. AI Understanding addresses a broader question: Can AI correctly understand what this business represents, how its information connects, and when the business is relevant to a specific situation? AUS™ therefore does not replace SEO. It extends the digital strategy from visibility toward understanding, interpretation, relevance and recommendation. SEO, structured data, content, entity relationships, reviews, business profiles and other digital signals can all contribute to the information AI systems use to form a representation of a business. Prospectiva structures and measures that representation as part of a broader AI Understanding System™. Explore AUS™ Framework Request AI Audit AI Understanding Systems™ and Prospectiva™ Prospectiva™ is built around the principle that: Your business is real. Your AI representation may not be. AUS™ provides the operating system for identifying, structuring and protecting that representation. ANALYZE → STRUCTURE → VERIFY → UPDATE → PROTECT The result is not simply greater digital visibility. It is greater control over how your business is represented, understood and interpreted across the AI ecosystem. Frequently Asked Questions What Is AI Understanding Systems™? AI Understanding Systems™ (AUS™) is Prospectiva's operating system for measuring, structuring and protecting how artificial intelligence understands, interprets and recommends businesses. Why Is AI Understanding Important? AI systems increasingly influence how customers discover, compare and evaluate businesses. If a business is misunderstood, misclassified, omitted or inaccurately represented, it may not be considered when it is relevant. What Is the Difference Between AI Understanding and AI Interpretation? AI Understanding describes the broader ability of AI to form a coherent representation of a business. AI Interpretation describes how AI assigns meaning, context and relationships to the information it has about that business. What Is the AI Recommendation Economy? The AI Recommendation Economy describes an emerging environment in which AI systems increasingly influence customer discovery, evaluation and purchasing decisions by interpreting information and recommending relevant businesses, products or services. Does AUS™ Replace SEO? No. SEO remains important for visibility and discoverability. AUS™ extends the digital strategy by addressing how AI understands, interprets and evaluates business information beyond traditional search visibility. What Is an AI Digital Twin™? An AI Digital Twin™ is a structured, living representation of a business designed to help AI systems interpret its identity, expertise, context, relationships and relevance more consistently. What Are Intelligence Nodes™? Intelligence Nodes™ are structured intelligence units representing specific aspects of a business. They form modular components of an AI Digital Twin™ and are created according to the business's actual intelligence gaps and requirements. How Does AUS™ Measure AI Understanding? AUS™ uses Prospectiva's AI Understanding Measurement Framework™, including metrics such as AIS™, AII™, RIC™ and ARP™, to evaluate different dimensions of AI understanding, interpretation, relevance and recommendation. How Does AUS™ Protect AI Representation? AUS™ combines verification, updates and ongoing monitoring to identify changes in how AI represents a business and detect risks such as misunderstanding, misclassification, omission and misrepresentation. Is AUS™ Only for Large Companies? No. The same operating principle can be applied across industries and organizational sizes. The intelligence architecture is adapted to the complexity, market, industry and recommendation contexts of each business. Is AI Representing Your Business Correctly? Your business is real. But what does AI actually understand about it? Start with an AI Competitive Edge™ Assessment and measure how AI currently finds, understands, interprets and recommends your business. Measure first. Then invest. Explore AUS™ Framework Request AI Audit

Bring the right companies. We bring the expertise. AI is changing how companies are discovered, understood and recommended. Prospectiva helps businesses understand and improve how AI represents them — from what AI knows about a company to how different AI systems interpret and recommend it. We are building a network of independent partners who already have relationships with business owners, executives and decision-makers. You bring the relationship. Become Prospectiva Network Partner Bring the right companies. We bring the expertise. AI is changing how companies are discovered, understood and recommended. Prospectiva helps businesses understand and improve how AI represents them — from what AI knows about a company to how different AI systems interpret and recommend it. We are building a network of independent partners who already have relationships with business owners, executives and decision-makers. You bring the relationship. Prospectiva brings the methodology, expertise and delivery. A new business opportunity is emerging Companies are increasingly asking new questions: What does AI actually know about our company? Does AI understand what we really offer? Why does AI recommend our competitors instead of us? How can we prepare our business for the AI recommendation economy? These are not traditional SEO or marketing questions. They are questions about AI Business Representation. Prospectiva has developed a structured approach to diagnose these issues and build solutions around them. Now we are looking for partners who can bring this opportunity to companies in their own markets. You don't need to be an AI expert Your value is not your ability to build an AI system. Your value is your access to businesses and decision-makers. You may already know: business owners CEOs and executives consultants SMEs hotels and tourism companies professional service firms technology companies manufacturers companies undergoing digital transformation If you can identify a company that should understand how AI currently represents its business, you can become a Prospectiva Partner. We handle the specialist work. Referral Partner The simplest way to start. You identify and introduce a potential client. Prospectiva handles the qualification, sales process, analysis and delivery. Commission: 10% You don't need technical knowledge. Sales Partner For partners who want to be more involved. You identify relevant companies, present the Prospectiva opportunity, qualify the interest and arrange the introduction. Prospectiva handles the specialist analysis and final delivery. Commission: 15% Certified Prospectiva Partner For professionals who want to build a deeper business relationship with Prospectiva. You receive training in: identifying AI Business Representation opportunities Prospectiva's diagnostic approach client qualification Prospectiva products and solutions AI Business Representation Analysis™ AI Digital Twin™ concepts basic client consulting You can actively develop opportunities in your market while Prospectiva remains responsible for the methodology, specialist analysis and final deliverables. Commission: 20% From one referral to a local market The partnership can grow with your involvement. Referral Partner ↓ Sales Partner ↓ Certified Prospectiva Partner™ ↓ Local Business Development Partner For selected markets, Prospectiva may establish dedicated local partnerships such as: Prospectiva Partner — Italy Prospectiva Partner — Croatia Prospectiva Partner — Austria Prospectiva Partner — Germany Prospectiva Partner — USA A local partner can become Prospectiva's business development presence in a market. What Prospectiva provides You don't have to build the business from scratch. Partners receive access to: Brand A clear positioning in the emerging AI Business Representation market. Products Ready-to-sell Prospectiva services and solutions. Sales Materials Presentations, offers and supporting materials. Methodology A structured approach developed by Prospectiva. Training Onboarding and training according to your partner level. Sales Process Lead qualification, CRM and commercial process. Expert Support Prospectiva remains behind you for specialist questions and delivery. What you do NOT have to do Prospectiva Partners do not need to: develop AI systems build AI Digital Twins perform complex AI analysis develop Prospectiva methodology create technical reports become AI engineers Prospectiva remains responsible for the specialist work. Your role depends on your partner level — from introducing opportunities to developing sales and local business relationships. How the partnership works 1. Identify Find a company that could benefit from understanding its AI representation. 2. Introduce Connect the company with Prospectiva. 3. Qualify Depending on your partner level, help establish whether there is a genuine business opportunity. 4. Prospectiva delivers We perform the specialist analysis, provide the methodology and deliver the agreed solution. 5. You earn Receive your agreed partner commission on successfully closed and paid business. Why Prospectiva? The AI recommendation economy is creating a new layer between a company's digital presence and the decisions made by AI systems. Most companies are not yet actively managing this layer. Prospectiva is building the services, methodology and tools to help them understand it. We don't need thousands of partners. We are looking for the right professionals in the right markets who already have the relationships Prospectiva needs. Ready to become a Prospectiva Partner? Tell us a little about yourself, your market and the companies you work with. We will review your application and contact you to discuss the appropriate partnership model. Name* Company* Country / Market* Email* Phone* Website / LinkedIn* What type of companies do you work with?* Approximately how many business decision-makers are in your professional network? Which partnership model interests you?* Referral Partner Sales Partner Certified Prospectiva Partner Local Business Development Partner Tell us briefly about your network and why you are interested in Prospectiva APPLY TO BECOME A PARTNER Privacy & Data Protection I agree that Prospectiva may process the personal data provided in this application to review my Partner Application, contact me regarding the Prospectiva Partner Network™ and discuss potential cooperation. I have read the Privacy Policy *

What is AI interpretation? Learn how AI systems interpret businesses through structured data, entities, relationships and business context — and how Prospectiva measures AI interpretation. AI Interpretation How AI Understands and Interprets Businesses AI systems do more than retrieve information about a business. They interpret available information to form a representation of its identity, context, expertise, customers, relationships and relevance. What Is AI Interpretation? AI Interpretation is the process through which AI systems assign meaning to available business information and connect it into a representation of the business. For a business, this includes understanding: who the company is what it does who it serves which industry it belongs to what makes it different when it is relevant how its information relates across languages and sources AI Interpretation vs. AI Search AI Search focuses on finding and retrieving information. AI Interpretation goes further by determining what that information means, how it relates to other information and whether it is relevant to a specific question or recommendation. Search finds. Interpretation understands. Recommendation decides. How Does AI Interpret a Business? AI interpretation depends on the quality, consistency and relationships within available business knowledge. A simplified process is: Business Reality ↓ Digital Information & Signals ↓ AI Understanding ↓ AI Interpretation ↓ Context & Relevance ↓ AI Recommendation Structured data, entities, relationships, content, reviews and other digital signals can all contribute to how AI systems form and interpret a representation of a business. AI Interpretation vs. SEO SEO focuses primarily on helping content become discoverable and competitive in search engines. AI Interpretation addresses a different question: Can AI correctly understand what this business represents and when it is relevant? SEO helps improve discoverability and visibility. AI Interpretation concerns how AI systems understand the meaning, context and relevance of the business they discover. Prospectiva connects structured business knowledge, entity relationships and AI interpretation into an AI Understanding System™. How Is AI Interpretation Measured? Prospectiva measures AI interpretation through the AI Interpretation Index™ (AII™), one of the measurement dimensions within the broader AI Understanding Measurement Framework™. AII™ evaluates how accurately and consistently AI systems interpret key dimensions of a business, including: business identity customers industry context differentiation recommendation relevance language consistency AII™ forms part of the broader AI Understanding Measurement Framework™. AI Interpretation and Prospectiva™ Prospectiva develops systems that help businesses measure, structure and protect how AI understands, interprets and recommends them. The AI Understanding Systems™ framework connects: Business Knowledge → Structured Data → Entity Relationships → AI Interpretation → AI Recommendation The objective is to transform fragmented business information into a structured, continuously developing representation that AI systems can interpret more consistently. AI Interpretation in Practice Home Chic Home™ Six Intelligence Nodes™ transformed fragmented business knowledge into a structured AI-readable business representation. Hospitality Intelligence™ Visit Mundus™ applies the same principle to hotels, destinations and hospitality businesses through structured hospitality intelligence. AI Digital Twin™ The resulting business representation connects identity, expertise, customers, industry context, differentiation and recommendation situations into a continuously evolving knowledge structure. Frequently Asked Questions What Is the Difference Between AI Understanding and AI Interpretation? AI Understanding describes the broader ability of an AI system to form a coherent representation of a business — including its identity, activities, expertise, customers, context and relevance. AI Interpretation describes how the AI system assigns meaning to the information it has, connects relationships and contextual signals, and determines what that information means in a specific situation. In simple terms: Understanding forms the representation. Interpretation gives that representation meaning in context. Both influence whether AI can correctly determine when a business is relevant and whether it should be considered for a recommendation. What Is AI Interpretation? AI Interpretation is the process through which artificial intelligence interprets a business’s identity, activities, customers, industry context, expertise and relevance in order to understand when and why the business may be relevant. Why Does AI Need to Interpret a Business? AI needs to interpret a business to distinguish what the company actually does, who it serves, how it differs from alternatives and in which situations it may be relevant to a user's request. How Does AI Interpret Business Information? AI interprets business information by connecting structured data, business knowledge, entities, relationships, language and contextual signals into a representation of the company. What Is the Difference Between AI Interpretation and AI Search? AI Search focuses on finding and retrieving information, while AI Interpretation focuses on understanding what that information means, how it relates to the business and whether it is relevant to a specific request. What Is the Difference Between AI Interpretation and SEO? SEO primarily focuses on improving discoverability in search engines. AI Interpretation focuses on helping artificial intelligence correctly understand a business, its context and its relevance. Does Structured Data Improve AI Interpretation? Structured data provides explicit information about business entities, properties and relationships, giving search and AI systems clearer machine-readable signals about the business. What Is AI Recommendation? AI Recommendation is the process through which an artificial intelligence system identifies businesses, products or services that are relevant to a specific user need, question or situation. Why Does AI Interpretation Matter for AI Recommendations? AI interpretation matters because an AI system needs to understand what a business does and when it is relevant before it can confidently consider that business for a recommendation. How Can AI Interpretation Be Measured? AI interpretation can be measured by testing how consistently and accurately AI systems identify a business's identity, customers, industry, differentiation, relevance and recommendation situations. What Is the AI Interpretation Index™? The AI Interpretation Index™ (AII™) is a Prospectiva measurement framework designed to evaluate how accurately and consistently AI systems interpret key dimensions of a business. What Is an AI-Readable Business? An AI-readable business is a company whose business information, entities, relationships, expertise and context are structured clearly enough for artificial intelligence systems to interpret consistently. How Does Prospectiva Improve AI Interpretation? Prospectiva improves AI interpretation by organizing business knowledge into structured Intelligence Nodes™, connecting entities and relationships, and creating an AI Understanding Layer™ designed for consistent machine interpretation. What Is the Relationship Between AI Understanding and AI Interpretation? AI Understanding describes the broader ability of AI systems to understand a business, while AI Interpretation focuses on how the system processes and assigns meaning to the available business information. What Is AI Understanding Systems™? AI Understanding Systems™ (AUS™) is the Prospectiva operating system for organizing, measuring and improving how artificial intelligence understands, interprets and recommends businesses. Build Your AI Understanding Infrastructure Does AI understand your business the way you intend it to? Start with the AI Readiness Assessment™ and establish how your business is currently interpreted by AI systems. Request AI Audit Explore AUS™ Framework

Read the Privacy Policy of Prospectiva Simon Požek s.p. to understand how personal data is collected, processed and protected when using our AI Understanding Systems™ platform and services. Privacy Policy 1. Introduction These Terms & Conditions ("Terms") govern access to and use of the website: https://www.prospectiva.si and all related services provided by: Prospectiva, Simon Požek s.p. Strategic consulting and development of digital business solutions ("Prospectiva", "we", "us", "our"). By accessing this website or using Prospectiva services, you agree to these Terms. If you do not agree with these Terms, please do not use our services. 2. About Prospectiva Prospectiva develops AI Understanding Systems™ designed to help organisations become more understandable, discoverable and recommendable in the AI Recommendation Economy™. Our services include: AI Understanding Audits™ AI Digital Twin™ creation Intelligence Nodes™ development AI Recommendation analysis Business intelligence structuring Industry Intelligence™ platforms Related consulting services Prospectiva does not operate as a traditional SEO agency, advertising agency or online directory. 3. AI Understanding Systems™ AI Understanding Systems™ (AUS™) is a proprietary framework developed by Prospectiva. AUS™ focuses on improving how artificial intelligence systems interpret: business identity, expertise, capabilities, services, industries, customer relevance, business context. AUS™ does not guarantee: AI recommendations, search engine rankings, customer acquisition, revenue growth, specific visibility outcomes. AI systems use independent algorithms and external signals outside Prospectiva's control. 4. AI Digital Twin™ Definition An AI Digital Twin™ is a structured digital representation of a company's expertise, capabilities, relationships and business context, designed to help artificial intelligence systems understand when, why and to whom the company should be recommended. An AI Digital Twin™ may include: company information, industry classification, services, expertise areas, business capabilities, customer relevance, Intelligence Nodes™, structured business information. 5. Intelligence Nodes™ Intelligence Nodes™ are structured knowledge components created as part of an AI Digital Twin™. Examples may include: Core Positioning Customer Segmentation Service Intelligence Industry Expertise Capability Mapping Recommendation Layer Business Context Intelligence Nodes™ are not traditional blog articles. They represent structured business knowledge designed to improve AI understanding. 6. Public AI Digital Cards™ Depending on the selected service package, Prospectiva may create a public AI Digital Card™. A public profile may include: company name, company description, industry category, services, capabilities, Intelligence Nodes™. Public profiles are created to improve business discoverability and AI understanding. Only information approved according to the agreed implementation process will be published. 7. Private Business Information Certain information remains private and is not publicly displayed. This may include: internal assessments, AI Understanding scores, AIS™, AII™, RIC™, ARP™, LCS™, strategic recommendations, improvement priorities. Such information is considered confidential business intelligence. 8. Intellectual Property All intellectual property related to Prospectiva remains the exclusive property of Prospectiva. This includes, but is not limited to: AI Understanding Systems™ AUS™ Framework AI Recommendation Economy™ AI Digital Twin™ methodology Intelligence Nodes™ methodology Measurement Framework™ terminology, structures, templates, audit methodologies, frameworks, documentation. Clients receive a right to use their created AI Digital Twin™ implementation. They do not receive ownership rights over Prospectiva methodologies or frameworks. 9. Client Provided Information Clients remain responsible for the accuracy, legality and ownership of information provided to Prospectiva. The client confirms that: they have rights to provide submitted materials, information does not violate third-party rights, published information is accurate. Prospectiva may rely on information supplied by the client when creating AI Digital Twin™ assets. 10. AI and External Platforms Prospectiva works with publicly available digital environments including: search engines, artificial intelligence systems, large language models, digital platforms. Prospectiva cannot control: AI model updates, ranking algorithms, recommendation systems, third-party indexing decisions. No guarantee is provided that a company will appear in specific AI-generated answers. 11. Website Content Information published on prospectiva.si is provided for general informational purposes. Although Prospectiva aims for accuracy, no guarantee is made that all information remains complete, current or error-free. 12. Limitation of Liability Prospectiva shall not be liable for: decisions made by third-party AI systems, search engine changes, algorithm updates, business results, lost opportunities, commercial outcomes. Prospectiva provides structured intelligence services designed to improve understanding signals, not guaranteed business results. 13. Third-Party Services Prospectiva may use third-party platforms including: website hosting providers, analytics services, communication tools, digital infrastructure providers. Third-party services operate under their own terms and policies. 14. Changes to These Terms Prospectiva reserves the right to update these Terms to reflect: service improvements, technological changes, legal requirements. The latest version will always be published on this website. 15. Governing Law These Terms are governed by the laws of the Republic of Slovenia and applicable European Union legislation. 16. Contact Prospectiva, Simon Požek s.p. sERMIN 71a, 6000 Koper - Capodistria Slovenia Email: info@prospectiva.si Phone: +386 41 750278 AI Digital Twin™ Service Agreement AI Digital Twin Service Agreement.pdf

Module registration form Module registration form The purpose of this questionnaire is to collect the business knowledge required to create your AI Digital Twin™. The objective is not to create marketing content. Leggi di più Image Guidelines Providing Visual Evidence of Your Business Identity Images are an important part of creating your AI Digital Twin™ and Intelligence Nodes™. Leggi di più Module 1 Business Positioning™ Who is this company? Image 1: Company logo / main visual* Upload File Image 2: Company representative / facility / product* Upload File Description Please explain: What does your company do?* What industry do you operate in?* What products or services define your company?* How would you explain your company to someone discovering you for the first time?* Module 2 Customer Intelligence™ Customer Intelligence™ Image 1: Customer experience / customer interaction* Upload File Image 2: Typical customer environment* Upload File Description Please explain: Who are your ideal customers?* Which problems do you solve?* What customer needs do you address?* Which customer groups benefit most from your services?* Module 3 Industry Context™ Industry Context™ Image 1: Industry environment* Upload File Image 2: Products, technology or operational context* Upload File Description Please explain: Which industry ecosystem do you belong to?* Which sectors do you serve?* Which sectors do you serve?* Which technologies, trends or markets are relevant?* Module 4 Competitive Differentiation Why does this company exist? Image 1: Unique product/service/value* Upload File Image 2: Evidence of expertise* Upload File Description Please explain: What makes your company different?* Why should customers choose you?* What expertise or advantages do you have?* Module 5 Recommendation Layer™ When should AI recommend this company? Image 1: Main solution/application* Upload File Image 2: Customer success/example* Upload File Description Please explain: In which situations should customers find you relevant?* Which problems trigger the need for your company?* What type of request should lead someone to your business?* Example: "When a hotel needs sustainable furniture solutions." Module 6 Language Intelligence™ Can global markets understand your company? Image 1: International presence* Upload File Image 2: Global communication material* Upload File Description Please provide: Main business languages* SLO, IT, DEU, ENG, CRO.. Target countries* Target countries* International terminology used Important industry keywords Final Approval Before publishing: I confirm that the information is correct. * I approve the creation of my AI Digital Twin™. * I understand that final content will be reviewed before publication. * Submit