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 “AI Evaluation”.
The AI receives 407 words in 5 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.
# AI Evaluation > The AI Rating is Geosnap's main metric. It represents your brand's visibility level in the responses generated by Large Language URL: https://geosnap.ai/en/doc/ai-rating Language: English Version IT: https://geosnap.ai/doc/ai-rating Publisher: Geosnap (Maind Group S.r.l.), https://geosnap.ai ## What is the AI Rating The AI Rating is Geosnap's main metric. It represents your brand's visibility level in the responses generated by Large Language Models. The AI Rating is a score indicating how frequently and in what position your brand appears in AI engine responses when relevant questions are asked about your sector. A high AI Rating means your brand is often mentioned and in prominent positions. A low rating indicates your brand is scarcely visible or absent from AI conversations in your category. ## How it is calculated The AI Rating results from the aggregated analysis of hundreds of AI responses. For every question submitted to AI engines, Geosnap verifies: - **Presence**: Is your brand mentioned in the response? - **Position**: If mentioned, where does it appear compared to other brands? - **Frequency**: How often does your brand appear in total questions? - **Consistency**: Does the brand appear consistently across different AI engines or only on some? These factors are combined into a single score representing your overall visibility. ## How to interpret the AI Rating The AI Rating should be interpreted within the context of your industry and competitors. A score is not inherently good or bad: it becomes meaningful when compared with competitors in your category. Comparison is possible directly in the dashboard, where competitors' scores are displayed alongside yours. This allows you to understand not only your absolute position but also your relative position in the AI market. ## AI Rating by intent The AI Rating can be analyzed by intent type. You might have excellent visibility for informational questions but poor for transactional ones. This granularity is valuable for deciding where to focus your optimization efforts. A brand with a high informational rating but low transactional rating is perceived as authoritative but not as a purchasing option. Conversely, a brand visible only on transactional intents might not be perceived as a thought leader in the sector. ## AI Rating by engine Each AI engine behaves differently. ChatGPT, Gemini, and Google AI Mode can provide very different responses to the same question. Geosnap shows you the disaggregated rating by engine, allowing you to identify where you are strongest and where there's room for improvement.
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": "AI Evaluation",
"item": "https://geosnap.ai/en/doc/ai-rating"
}
]
}
TechArticle describes the guide
{
"@context": "https://schema.org",
"@type": "TechArticle",
"headline": "AI Evaluation",
"url": "https://geosnap.ai/en/doc/ai-rating",
"inLanguage": "en",
"publisher": {
"@id": "https://geosnap.ai/#organization"
},
"isPartOf": {
"@type": "WebPage",
"url": "https://geosnap.ai/en/docs"
},
"description": "The AI Rating is Geosnap's main metric. It represents your brand's visibility level in the responses generated by Large Language"
}
Metadata
The information in the page header, which crawlers and engines read before the content.