Why we never fake urgency

Urgency sells shoes. Faked urgency sells returns, chargebacks, and one-star reviews — and I built Shoesy so it structurally can't produce it.

What the research found

A 2019 study of eleven thousand shopping sites (Mathur et al., ACM CSCW 2019) catalogued deceptive commerce patterns at scale. Fake countdown timers were the largest deceptive class it found, and fake low-stock messages were traced back to storefront plugins — apps injecting scarcity that didn't exist in any inventory system. Shopify has policed the practice since, removing scarcity-faking apps from its App Store.

That's the category the AI Assistant lives in, so the burden of proof is on us.

Our rule

If your inventory data doesn't say 2 left, the assistant doesn't say it.

Stock answers come from your store's real variant and inventory records — the same numbers your admin shows. When a shopper asks "is this almost gone?", the assistant answers from that data or says it doesn't know. It never volunteers urgency, never renders a countdown, and never implies scarcity to close a sale. This is not a setting a merchant can toggle — no configuration, tone choice, or custom instruction can override it.

The same posture runs through everything the assistant does:

• It says what it is. The AI Assistant identifies itself as AI in its header and answers truthfully when asked — see the disclosure FAQ.
• Sizing has an honesty floor. Size recommendations are computed from brand size data; below a confidence threshold the assistant says it isn't sure and asks, instead of guessing.
• Billing has a ledger. Every counted conversation is listed in the dashboard — the number on the bill matches the list you can read.

Why it matters to your store

Pressure tactics convert once; they don't bring shoppers back. An assistant that only claims what your store's data supports is one you can leave alone with your customers — which is the entire point of having one.

Questions about any of this? support@shoesy.ai — I read every message.