How AI reads this page
ChatGPT, Claude, Gemini and Perplexity don't look at colours, images or animations. They receive text, headings, links and structured data. Below is exactly what they read when they open “Competitors”.
The AI receives 369 words in 4 sections, 0 links and 2 blocks of structured data.
Text
The page content in Markdown, without menus or graphics. It is the format closest to how a language model reads text.
# Competitors > The Competitors section of Geosnap maps all the brands that appear in AI responses when relevant questions about your industry are asked. Your AI URL: https://geosnap.ai/en/doc/competitors Language: English Version IT: https://geosnap.ai/doc/competitors Publisher: Geosnap (Maind Group S.r.l.), https://geosnap.ai ## What the Competitors Section Shows The Competitors section of Geosnap maps all the brands that appear in AI responses when relevant questions about your industry are asked. Your AI competitors might differ from those you consider traditional competitors. When Geosnap queries AIs with hundreds of questions about your industry, it gathers all the brands mentioned in the responses. The Competitors section shows you: - **Who is Mentioned**: the complete list of brands appearing in AI responses in your category - **How Often**: how many times each competitor is mentioned relative to the total - **Position**: where competitors appear within the responses - **On Which Engines**: whether a competitor dominates on a specific AI engine or has cross-engine visibility ## AI Competitors vs Traditional Competitors One of the most frequent insights from Geosnap analysis is the discovery of "hidden" competitors. In the AI ecosystem, the brands that AIs recommend do not necessarily match your direct competitors in the traditional market. A niche company with excellent educational content and numerous citations in authoritative sources may dominate AI responses in your category, even with a smaller market share than yours. Similarly, your historical competitors might be invisible to the AIs. ## How to Use Competitor Data Competitor data serves three main purposes: **Benchmarking**: compare your AI Rating with that of competitors to understand your relative position in the AI market. This helps you set realistic goals and measure progress. **Gap Analysis**: identify the questions (by intent) where competitors appear and you do not. These gaps represent concrete opportunities to enhance your visibility. **Strategy**: analyze what makes successful competitors visible. Which sources cite them? What type of content do they produce? This information guides your GEO strategy. ## Competitors by Intent The distribution of competitors can vary significantly by type of intent. One competitor may dominate informational queries thanks to an authoritative blog, while another might excel in transactional ones due to a strong presence on comparison and review sites.
Structured data
Schema.org data (JSON-LD) embedded in the page code. It tells the AI explicitly what the page is about and who published it.
BreadcrumbList describes the path through the site
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://geosnap.ai/en/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Documentation",
"item": "https://geosnap.ai/en/docs"
},
{
"@type": "ListItem",
"position": 3,
"name": "Competitors",
"item": "https://geosnap.ai/en/doc/competitors"
}
]
}
TechArticle describes the guide
{
"@context": "https://schema.org",
"@type": "TechArticle",
"headline": "Competitors",
"url": "https://geosnap.ai/en/doc/competitors",
"inLanguage": "en",
"publisher": {
"@id": "https://geosnap.ai/#organization"
},
"isPartOf": {
"@type": "WebPage",
"url": "https://geosnap.ai/en/docs"
},
"description": "The Competitors section of Geosnap maps all the brands that appear in AI responses when relevant questions about your industry are asked. Your AI"
}
Metadata
The information in the page header, which crawlers and engines read before the content.