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 “Research: how AI describes Italian markets”.
The AI receives 144 words in one section, 3 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.
# Research: how AI describes Italian markets > Original Geosnap studies on ChatGPT, Gemini and Google AI Mode answers: which brands AI recommends in each sector, to whom and based on which sources. URL: https://geosnap.ai/en/ricerche/ Language: English Version IT: https://geosnap.ai/ricerche/ Publisher: Geosnap (Maind Group S.r.l.), https://geosnap.ai Original Geosnap studies: we ask AI assistants the questions a sector's customers ask, and measure which brands they recommend, to whom and based on which sources. ## Published studies Cycling · With [Vitesse Europe](https://vitesseonline.it/) · September 2026 ### [The Italian cycling market as seen by AI](https://geosnap.ai/en/ricerche/il-mercato-italiano-del-ciclismo-visto-dall-ai-ricerca-geo-vitesse) We asked ChatGPT, Gemini and Google AI Mode what to buy in cycling, the way an Italian cyclist would: which brands AI recommends, to whom and based on which sources. questions : 239 brand mentions : 10,406 product categories : 8 - · ChatGPT - · Gemini - · Google AI Mode [Read the study](https://geosnap.ai/en/ricerche/il-mercato-italiano-del-ciclismo-visto-dall-ai-ricerca-geo-vitesse) Free PDF, 55 pages, in Italian
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": "Research",
"item": "https://geosnap.ai/en/ricerche/"
}
]
}
CollectionPage describes the list of studies
{
"@context": "https://schema.org",
"@type": "CollectionPage",
"url": "https://geosnap.ai/en/ricerche/",
"name": "Research: how AI describes Italian markets | Geosnap",
"description": "Original Geosnap studies on ChatGPT, Gemini and Google AI Mode answers: which brands AI recommends in each sector, to whom and based on which sources.",
"inLanguage": "en",
"publisher": {
"@id": "https://geosnap.ai/#organization"
},
"mainEntity": {
"@type": "ItemList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"url": "https://geosnap.ai/en/ricerche/il-mercato-italiano-del-ciclismo-visto-dall-ai-ricerca-geo-vitesse",
"name": "The Italian cycling market as seen by AI"
}
]
}
}
Metadata
The information in the page header, which crawlers and engines read before the content.