OpenFound.ai: Measure and Optimize Your AI Visibility

For over 20 years, businesses have heavily invested in SEO (Search Engine Optimization) to appear at the top of Google results. This strategy has worked—and still does. But a new frontier is rapidly emerging: visibility in AI-generated responses.

Today, millions of people ask their questions directly to ChatGPT, Claude, Gemini, and Perplexity instead of typing a search on Google. And these AI response engines recommend businesses, products, and services. The question is simple: are you among the recommended businesses?

This is exactly the issue that OpenFound.ai solves—a platform that allows you to measure, understand, and optimize your visibility in AI-generated responses. In this article, we explore in depth how this platform works and why GEO (Generative Engine Optimization) has become essential for Quebec businesses.

What is GEO (Generative Engine Optimization)?

GEO, or Generative Engine Optimization, is the art of optimizing your online presence to be recommended by AI-based response engines. While traditional SEO aims to position your website in Google's top 10 blue links, GEO aims to ensure that LLM (Large Language Models) mention and recommend your business when a user asks a relevant question.

The fundamental difference is as follows:

• Traditional SEO: the user types “best web agency Quebec” on Google and sees a list of 10 links. They click on a link and visit your site.
• GEO: the user asks ChatGPT “What is the best web agency in Quebec?” and the AI directly responds with a recommendation. If your business isn't in that response, you're invisible.

GEO is the natural extension of SEO. Companies that ignore this evolution risk losing an increasing share of their traffic and leads to competitors better positioned in the AI ecosystem.

OpenFound.ai: How It Works

OpenFound.ai is a SaaS platform designed to give businesses complete visibility on how artificial intelligences talk about their brand. Here are the main features of the platform:

AI Visibility Dashboard

OpenFound.ai's central dashboard gives you an at-a-glance view of how different AIs perceive your brand. You get a global visibility score as well as individual scores for each AI response engine: ChatGPT, Claude, Gemini, and Perplexity.

This dashboard is equivalent to Google Search Console, but for the AI ecosystem. It allows you to track your visibility over time and measure the impact of your optimization efforts.

Branded and Non-Branded Prompt Analysis

OpenFound.ai distinguishes two essential types of queries:

• Branded prompts: when someone specifically asks an AI about your brand. For example, “What do you know about H1Site?” or “Is H1Site a good web agency?”. These queries measure your AI reputation.
• Non-branded prompts: when someone searches for a service you offer without mentioning your name. For example, “What is the best SEO agency in Quebec?”. These queries measure your AI discovery — your ability to be recommended against competitors.

This distinction is crucial as it allows you to understand if AIs know you (branded) and if they actively recommend you (non-branded).

Visibility Score on ChatGPT, Claude, Gemini, and Perplexity

Each AI response engine has its own data sources, biases, and way of formulating recommendations. OpenFound.ai gives you a distinct visibility score for each platform, allowing you to identify where you perform well and where you need to focus your efforts.

For example, your business might be well visible on Perplexity (which heavily relies on web sources) but nearly invisible on ChatGPT (which relies more on its training data). This information is valuable for prioritizing your actions.

Technical GEO Audit

One of the most tangible aspects of OpenFound.ai is its Technical GEO Audit. The platform automatically checks six essential technical elements of your website:

• llms.txt: a file that helps AIs understand your site
• robots.txt: the configuration of exploration permissions for AI crawlers
• XML Sitemap: the map of your site for search engines and AIs
• Structured Data (JSON-LD): Schema.org markup to help AIs understand your content
• Meta Description: descriptions that summarize each page
• Open Graph Tags (OG tags): metadata for social sharing and content understanding

Each element is checked, and you receive a clear status: present and compliant, present with issues, or absent. The audit then provides concrete recommendations to address gaps.

Sentiment Tracking

OpenFound.ai doesn't just measure if AIs talk about you—the platform also analyzes how they talk about you. Sentiment tracking categorizes mentions of your brand into three categories:

• Positive: the AI recommends your business and highlights your strengths
• Neutral: the AI mentions your business without taking a stance
• Negative: the AI mentions problems, negative reviews, or limitations

This sentiment tracking allows you to quickly detect reputation issues in the AI ecosystem and take corrective measures before they affect your customer acquisition.

Content Recommendations

Finally, OpenFound.ai generates content recommendations based on identified gaps. If AIs don't recommend you for certain topics related to your field of expertise, the platform suggests content to create to fill these gaps. It's a valuable tool for guiding your content strategy towards AI visibility.

Why It's Important for Quebec Businesses

Consumer behavior is fundamentally changing. More and more Quebecers are using AI as the first point of contact to find products and services instead of Google. This trend is accelerating as AI assistants become more reliable and accessible.

Here's why this directly concerns your business:

• AIs Influence Purchase Decisions: when ChatGPT recommends a plumber, a restaurant, or a web agency, the user trusts that recommendation. There's no obvious advertising, so the perceived credibility is higher.
• No Second Page: unlike Google where there are 10 results per page, AIs generally give 3 to 5 recommendations. If you're not in the mix, you're completely invisible—there's no “page 2”.
• The Francophone Market is an Opportunity: Quebec businesses that optimize their AI presence in French now will have a significant competitive advantage, as few competitors have tackled it yet.
• GEO is Tomorrow's SEO: just as SEO was optional 15 years ago and has become indispensable, GEO follows the same trajectory. Companies that start early will have a lasting advantage.

Ignoring AI visibility in 2026 is like ignoring Google in 2010. It's not a crisis yet, but it's an opportunity you can't afford to miss.

The 6 Technical Checks of the GEO Audit

The Technical GEO Audit is the foundation of any AI visibility strategy. Here are the six elements you need to check and optimize on your website:

At H1Site, we offer a free Technical GEO Audit tool that checks these six elements in seconds. Visit /tools/technical-geo-audit to analyze your site.

How to Optimize Your AI Visibility

Beyond the technical audit, here are concrete strategies to improve your visibility in AI-generated responses:

1. Create an llms.txt File

The llms.txt file is the first step. It provides AIs with a structured summary of your business: your services, expertise, location, and contact details. Use our free llms.txt generator to create yours in minutes.

2. Add Schema.org Structured Data

Implement JSON-LD markup on all your pages. Use the most relevant schemas for your business: LocalBusiness, Organization, Service, Product, FAQPage, and Article. The more structured your data, the better AIs understand your content.

3. Create Structured FAQ Content

AIs love question-and-answer formats because they match exactly how users ask their questions. Create detailed FAQ pages for each service you offer and tag them with the FAQPage schema. This greatly increases your chances of being cited in AI responses.

4. Publish Case Studies with Concrete Results

LLMs favor sources that contain concrete and verifiable data. Publish detailed case studies with real figures: improvement percentages, revenue generated, time saved. This type of content is much more likely to be cited by AIs than generic claims.

5. Get Mentions on Authoritative Sites

AIs rely on a large corpus of web sources to formulate their responses. The more your business is mentioned on high-authority sites (media, professional directories, industry publications, recognized blogs), the more AIs will be inclined to recommend you. It's the equivalent of link building in SEO, but for the AI ecosystem.

6. Maintain a Consistent Web Presence

AIs cross-reference information from multiple sources. Ensure that information about your business (name, address, phone, services) is consistent and up-to-date everywhere on the web: your site, Google Business Profile, directories, social networks, and review sites.

Conclusion

OpenFound.ai is a powerful tool that finally gives businesses visibility into their presence in the AI ecosystem. By combining visibility tracking, sentiment analysis, technical audit, and content recommendations, the platform provides everything you need to understand and improve your positioning in AI-generated responses.

At H1Site, we use OpenFound.ai and other specialized tools to offer GEO optimization services to our clients. Whether you're a local SME or a growing company, we can help you be visible where your future clients are searching—including in responses from ChatGPT, Claude, Gemini, and Perplexity.

Start by checking your site with our free Technical GEO Audit, then contact our team to discuss your AI visibility strategy. GEO is tomorrow's SEO—and tomorrow starts today.