Critical to understanding friction and opportunities in the shopping process on a product-by-product level.
Ecommerce
Accuracy
How accurate is your recent data?
Behavior
Can you tell what visitors are doing?
A GA4 audit is essential for uncovering missing insights—key data points that organizations don't yet know and can act upon. A well-done audit evaluates both behavioral tracking and traffic attribution, ensuring each is accurate and useful. It also assesses whether the data collected truly supports business decisions and reporting.
This test identifies instances where the view_item_list event is missing critical metadata, specifically when product attributes like item_name, item_id, or item_list_name appear as (not set).
This event is used to track when users view a list of products (e.g., category pages, search results, product carousels).
Missing item data in these events leads to:
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SELECT ep.key, ep.value.string_value, COUNT(*) AS event_count
FROM `your_dataset.events_*`,
UNNEST(event_params) AS ep
WHERE event_name = 'view_item_list'
AND (ep.key IN ('item_id', 'item_name', 'item_list_name'))
AND (ep.value.string_value IS NULL OR ep.value.string_value = '(not set)')
GROUP BY ep.key, ep.value.string_value;
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gtag('event', 'view_item_list', {
items: [
{
item_id: 'SKU_12345',
item_name: 'Running Shoes',
item_list_name: 'Search Results',
item_category: 'Footwear',
index: 1
},
...
]
});
Every Google Analytics audit should result in a plan for more insights.
An insight is:
Identify and remove insight blockers. Don't get tempted to track things you can't act on!