Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

38.8%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Online Merchants

They sell products on the internet by setting up online stores, promoting items, and handling customer orders and payments.

This role is evolving

This career is labeled as "Evolving" because many routine tasks like processing payments and sending emails are already automated, and AI tools are increasingly taking over creative tasks like writing product descriptions. These changes mean that some parts of the job are being replaced by technology.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

This career is labeled as "Evolving" because many routine tasks like processing payments and sending emails are already automated, and AI tools are increasingly taking over creative tasks like writing product descriptions. These changes mean that some parts of the job are being replaced by technology.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

31.7%

31.7%

Anthropic's Economic Index

Changing fast iconChanging fast

14.5%

14.5%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

25.0%

25.0%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

3.0%

Growth Percentile:

50.4%

Annual Openings:

108,200

Annual Openings Pct:

89.8%

Analysis of Current AI Resilience

Online Merchants

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Online merchants already use a lot of automation for routine tasks. For example, industry data shows their core tasks include things like processing payments and emailing customers [1]. In practice, e-commerce platforms send order confirmations and calculate totals/taxes automatically, and payment systems are mostly automated (with AI layered on for fraud detection) [2].

Writing marketing copy and product descriptions is seeing growing AI support. About 25% of small businesses report using AI each week for marketing or content tasks [3]. Researchers note AI can help generate “intelligent” marketing content and even automate some decision-making [4].

In other words, tools like ChatGPT or Shopify’s AI helpers can draft product descriptions and suggest SEO-friendly subject lines, but merchants still review and tweak them. Tasks that need human judgment – such as deciding where to list products or how to price them – remain largely human-driven. Overall, simple routine work (sending emails, totaling orders) is already fully automated, while AI is increasingly augmenting creative tasks like writing content, with people still providing the final touch [3] [2].

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AI Adoption

AI in the real world

AI tools for e-commerce are available now, but uptake depends on costs, skills, and trust. Many platforms (Shopify, Wix, etc.) have built-in AI features, and free models like ChatGPT make content generation cheap [4]. In fact, sellers using AI more often tend to see better sales – a survey found businesses using AI weekly were more likely to report revenue growth [3].

However, small merchants face challenges. A recent survey found 23% of small businesses say they lack time to try new AI, and many worry about data privacy (42%) or whether AI’s suggestions are accurate (35%) [3]. Even PayPal cautions that AI chatbots have limits: its product lead warned “how much do we invest…when a human agent could do it better,” noting high development costs if AI overpromises [2].

These factors mean AI may be adopted gradually. Owners tend to use it when the benefits are clear and easy – for example, a busy shop owner might automate repetitive writing tasks first. For now many say AI feels optional; one article noted half of AI-using firms felt their business wouldn’t be hurt if AI disappeared [3].

Still, experts expect adoption to grow. Kumar et al. (2023) even predict “nearly 70% of businesses will adopt AI” by 2030 [4]. In short, AI can handle boring, routine e-commerce work and boost efficiency, but merchants will still need human skills (creativity, judgment, customer care) to use AI successfully [3] [2].

This way, young people entering online retail can focus on the human strengths AI can’t easily copy, even as they use AI tools to help with the rest.

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More Career Info

Career: Online Merchants

Employment & Wage Data

Median Wage

$81,270

Jobs (2024)

1,205,700

Growth (2024-34)

+3.0%

Annual Openings

108,200

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceSupplemental

Transfer digital media, such as music, video, or software, to customers via the Internet.

2

70% ResilienceCore Task

Calculate purchase subtotals, taxes, and shipping costs for submission to customers.

3

70% ResilienceSupplemental

Integrate online retailing strategy with physical or catalogue retailing operations.

4

65% ResilienceSupplemental

Initiate online auctions through auction hosting sites or auction management software.

5

60% ResilienceCore Task

Cancel orders based on customer requests or inventory or delivery problems.

6

60% ResilienceCore Task

Determine location for product listings to maximize exposure to online traffic.

7

60% ResilienceCore Task

Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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