How to display attributes in the product card in the catalog?

Question

opencart

Good afternoon!
Essence of the question: products are displayed on the category page in opencart 3 - we decided to add their attributes to the product cards.
But a problem arose - the attributes of one product are loaded and shown in all, when filtering (JS is triggered), the attributes are updated (apparently the next product_id is taken) and again all the products have the same attributes - but in fact they are naturally different.
I understand that the problem is that there is not enough cycle inside the product by attributes, but no matter how much I tried, nothing happened.
Tell me what to add and register please!
HTML code (simplified):

{% if products %}
          {% for product in products %}
           <div class="product-details">
 					<div class="dop_atr">
              {% if product.product_atributes %}
                {% for product_atribute in product.product_atributes %}
                  {{ product_atribute.name }}: {{ product_atribute.text }}.
                {% endfor %}
              {% endif %}
        </div>
                  </div>
       {% endfor %}
  {% endif %}

Controller Code (removed part of the code so as not to clog - does not affect the resolution:

//products
      $data['products'] = array();
...
      $results = $this->model_catalog_product->getProducts($filter_data);

      foreach ($results as $result) {
        
...
        
        $product_atributes = $this->model_catalog_product->getProductCatAttributes($result['product_id']);

        $data['products'][] = array(
          'product_id'  => $result['product_id'],
          'product_atributes' => $product_atributes,
          ...
          'href'        => $this->url->link('product/product', 'path=' . $this->request->get['path'] . '&product_id=' . $result['product_id'] . $url)
        );
      }

Model Code (part of the code):

public function getProductCatAttributes($product_id) {
    
    $query = $this->db->query("SELECT ad.name, pa.text FROM " . DB_PREFIX . "product_attribute pa LEFT JOIN " . DB_PREFIX . "attribute_description ad ON (ad.attribute_id = pa.attribute_id) WHERE pa.product_id = '" . (int)$product_id . "' AND ad.language_id = '" . (int)$this->config->get('config_language_id') . "' AND pa.language_id = '" . (int)$this->config->get('config_language_id') . "' ORDER BY ad.name");

    return $query->rows;
  }