10 min read
How M&S, Amazon and SHEIN Do Social Proof
M&S, Amazon, Boots, SHEIN, Revolve and ASOS all print the same kind of proof on a product page: a number about a population, not a story about a person.
Social proof
Sold counts, live visitors, cart activity and the honest use of proof on a product page.
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13 min read
Shopify Social Proof for Q4: Sold Counts and Live Activity
Real sold counts, best-seller badges and live cart activity convince shoppers without inventing urgency — and every number can be traced to your own orders.
7 min read
How to Build a Shopify Social Proof App
At catalogue scale the metafield path has its own ceiling: writes are batched and rate limited, so 40,000 products is a job to schedule, not a loop to run.
5 min read
How to Show Low Stock on Shopify Without Making It Up
Something backed by what actually happened: how many times the product has sold out, when it was last restocked, how long it stayed gone, or a plain sold count.
6 min read
How to Tell Real Social Proof From Fake
Here is the one question that separates them from the ones that measure, and three ways a number can be real and still mislead.
7 min read
How to Show an Add-to-Cart Count on Shopify
Here is what it takes to put a real '8 added to cart' label on a product page or a collection grid, and how to tell a measured count from a generated one.
5 min read
How to Add a Live Visitor Counter to Shopify
A small endpoint that accepts a heartbeat containing a product ID and an anonymous session ID, a store that expires entries after 60 seconds, and a count query.
5 min read
How to Show a Sales Counter Without a Popup
Social proof does not have to arrive as a corner toast. Here are the three places a sales counter can live on a Shopify page, and how to build each one.
5 min read
How to Show Units Sold on a Shopify Product Page
Shopify has no built-in way to display units sold on a product page. Here are the three ways to do it, what each one costs, and when each one breaks.
