How we know this
This job isn’t in the U.S. government’s occupational survey yet, so this page carries no official pay figures. Everything below is drawn from published job descriptions and industry guides, each one linked at the foot of the page. The work described is real and sourced. What’s missing is the survey’s rating of which parts of the job matter most — so read this as a picture of the work, not a ranked list.
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Assist customers in finding products
+Help the customer looking for a lightweight running shoe under $120, check available sizes and colours,…
Assist customers in finding products
+Help the customer looking for a lightweight running shoe under $120, check available sizes and colours, suggest two best fits based on their pronation and weekly mileage, and add a 10% off shoe care kit as an upsell if they agree.
The tools that do the workShopifyweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Greet customers upon entry
+Stand by the entrance when the noon shift starts, welcome each arriving customer by name if known, offer a…
Greet customers upon entry
+Stand by the entrance when the noon shift starts, welcome each arriving customer by name if known, offer a quick orientation to new arrivals about current promotions and where popular categories live, and flag any high-traffic displays that need replenishing.
The tools that do the workPoint-of-Sale (POS) systemsweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Answer customer questions about merchandise
+Answer the customer asking about the waterproof jacket: confirm the fabric and seam-sealing level, compare…
Answer customer questions about merchandise
+Answer the customer asking about the waterproof jacket: confirm the fabric and seam-sealing level, compare two similar models for temperature range and fit, and tell them the return policy and available colours before they decide.
The tools that do the workMagentoweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Recommend products based on customer needs
+Listen to the shopper who needs a laptop for photo editing, ask about software they use and budget, recommend…
Recommend products based on customer needs
+Listen to the shopper who needs a laptop for photo editing, ask about software they use and budget, recommend two models that match RAM and GPU needs, explain trade-offs, and prepare a side-by-side spec sheet with warranty add-on pricing.
The tools that do the workWooCommerceweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Process purchases and refunds at the cash register
+Process the customer's purchase of three items and a returned sweater: ring the sale, apply the promotional…
Process purchases and refunds at the cash register
+Process the customer's purchase of three items and a returned sweater: ring the sale, apply the promotional code, issue the refund to the original card for the returned sweater, and print/email the final receipt while confirming loyalty points updated.
The tools that do the workPoint-of-Sale (POS) systemsweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Restock and organize merchandise on the sales floor
+Restock the women's activewear section from the back room, straighten sizes on the front table, rotate older…
Restock and organize merchandise on the sales floor
+Restock the women's activewear section from the back room, straighten sizes on the front table, rotate older stock to eye level, update shelf labels where prices changed, and report any low-size gaps to buying by end of shift.
The tools that do the workMicrosoft Excelweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
These are the pages we read to build this. Open any of them and check us.
Related careers
Same family of work — each with its own tasks and prompts.
The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses