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.
Research client needs and project scope
+Map out what Anna at GreenLeaf needs and the realistic project scope: list her stated goals, deliverables she…
Research client needs and project scope
+Map out what Anna at GreenLeaf needs and the realistic project scope: list her stated goals, deliverables she mentioned, budget range she hinted at, three open questions about timelines and approvals, and one recommended next-step proposal.
The tools that do the workUpworkLinkedInweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Write tailored proposals for clients
+Draft a tailored proposal for Anna at GreenLeaf that opens with the problem she stated, outlines three phased…
Write tailored proposals for clients
+Draft a tailored proposal for Anna at GreenLeaf that opens with the problem she stated, outlines three phased deliverables with costs and timelines, includes two client-specific case examples, and ends with a clear call to action to approve the scope by Friday.
The tools that do the workUpworkweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create and update professional profiles
+Update my professional profile for Anna's sector: rewrite the headline to target small sustainable brands,…
Create and update professional profiles
+Update my professional profile for Anna's sector: rewrite the headline to target small sustainable brands, replace the summary with three lines highlighting brand work and metrics, refresh portfolio links with the two most relevant projects and a one-sentence outcome for each.
The tools that do the workLinkedInWordPressweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Respond quickly to client messages
+Reply to Anna's latest message within 30 minutes with a concise status: acknowledge her priorities, answer…
Respond quickly to client messages
+Reply to Anna's latest message within 30 minutes with a concise status: acknowledge her priorities, answer her two questions about milestones, propose availability for a 20-minute call tomorrow, and confirm when I will send the draft scope.
The tools that do the workUpworkweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Show proof of relevant work and results
+Prepare a one-page proof packet for Anna showing relevant work: include two case studies with before/after…
Show proof of relevant work and results
+Prepare a one-page proof packet for Anna showing relevant work: include two case studies with before/after results, exact metrics for outcomes, screenshots or links to deliverables, and a short client testimonial she can verify.
The tools that do the workWordPressGitHubweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Build relationships with potential clients
+Create a 30-day outreach plan to build relationship with Anna and similar buyers: list five personalized…
Build relationships with potential clients
+Create a 30-day outreach plan to build relationship with Anna and similar buyers: list five personalized touchpoints, timing for each (email, comment on company update, share a relevant case study), and the intended outcome for each touchpoint.
The tools that do the workLinkedInMailchimpweb
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.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
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