AI Delegation Index

AI Delegation Index

What work could you hand off to an AI agent?

Online Merchants

Strong

AI agents could handle several recurring digital workflows in this job, while people remain responsible for judgment and final decisions.

Where agents can help most

  1. 1

    Confirm orders and send tracking

    Use an agent to check the order record, payment status, shipping address, and fulfillment details, then draft the customer’s confirmation email with tracking information once the order is ready.

  2. 2

    Respond to customer order issues

    Use an agent to read customer messages about orders, shipping, or products, draft a reply, and update the order record when the request fits your normal policy.

  3. 3

    Set prices and checkout totals

    Use an agent to gather product, pricing, and cost information from your spreadsheet or storefront records, then draft updated prices and checkout totals for review.

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O*NET-SOC 13-1199.06 · #113 of 923

Result context

How to read this result

Conduct retail activities of businesses operating exclusively online. May perform duties such as preparing business strategies, buying merchandise, managing inventory, implementing marketing activities, fulfilling and shipping online orders, and balancing financial records.

National position
#113 of 923 occupations
Top 13% of occupations
Overall AI delegation potential
Strong
Potential of score-contributing workflows
Strong · 83/100
Meaningful work covered
53%

The overall rating combines how useful the best agent workflows are with how much of the occupation they address. It is not an estimate of job automation or replacement.

Recommended agent uses

3 workflows you could delegate to AI

1

Confirm orders and send tracking

How you could use an agent

Use an agent to check the order record, payment status, shipping address, and fulfillment details, then draft the customer’s confirmation email with tracking information once the order is ready. It can also spot incomplete data or a payment problem for you, while you decide whether the order should move ahead.

Where you stay involved

You review the flagged orders, resolve address or payment issues, and approve the message before it goes to the customer.

Review level: Medium

2

Respond to customer order issues

How you could use an agent

Use an agent to read customer messages about orders, shipping, or products, draft a reply, and update the order record when the request fits your normal policy. It can cancel an order or prepare a status note when allowed, while you handle disputes and anything outside the usual rules.

Where you stay involved

You review the draft reply, approve order changes that are allowed, and take over refund disputes, chargebacks, or legal complaints yourself.

Review level: High

3

Set prices and checkout totals

How you could use an agent

Use an agent to gather product, pricing, and cost information from your spreadsheet or storefront records, then draft updated prices and checkout totals for review. It can check the arithmetic for subtotals, taxes, and shipping, while you decide whether the pricing fits your margin and store policy.

Where you stay involved

You review the proposed prices, approve or reject any change that affects your business rules, and publish the final numbers yourself.

Review level: High

Supporting analysis

Why this occupation's AI delegation potential is Strong

Underlying methodology score

75 / 100

This technical score determines the qualitative rating; it is not an estimate of the share of the occupation that can be automated.

Importance & frequency81
AI capability86
Digital actionability91
End-to-end leverage81
Safety & reversibility73
Meaningful-work coverage
53%
Physical-work modifier
Limited
Safety modifier
Limited
Qualitative judgment
No material constraint
O*NET task evidence
34 tasks

O*NET 31.0 · methodology 3.3.0. Every workflow passes an action-level physical-execution and protected human-and-veterinary clinical-action gate. Documentation workflows must own a complete digital loop and use digital task evidence only; support-only workflows are disclosed separately and excluded from scoring. Artistic, editorial, normative, and policy-dependent work receives a transparent human-judgment constraint. National ranking within 923 scored O*NET occupations under methodology 3.3.0.

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