UK AI Exposure · Sales and customer service occupations
Roundspersons and van salespersons
Roundspersons and van salespersons deliver and sell food, drink and other goods by calling on householders or by selling from a mobile shop or van and call on households to collect and receive payment for laundered or similarly serviced articles.
- Employees (UK)
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- Median annual pay
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- Exposure score ?
- 1.8/10 Minimal 3.5/10 Low strict reading · with tools is 3.5/10 with-tools reading · strict is 1.8/10
- Wage exposure
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Higher exposure than 78% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
A handful of tasks in this role are touchable by AI, mostly around paperwork, scheduling and basic writing. The shape of the role stays the same - some parts just get faster.
If you're in this role, here's what to do now
Pick the two or three most repetitive things in your week and try an LLM on them. Most people underestimate what Claude or ChatGPT can already do for admin-shaped work. The time you get back is the dividend.
Where a project with Alex usually starts for this role
This role's strict reading is low because its top tasks are judgment, not drafting. The three highest-stakes tasks below are still usually where we start — flip the toggle to 'With tools' to see what AI plus the right context can compress.
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Explain products or services and prices and demonstrate use of products.
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Develop prospect lists.
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Write and record orders for merchandise or enter orders into computers.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Develop prospect lists.
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Write and record orders for merchandise or enter orders into computers.
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Answer questions about product features and benefits.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Door-to-Door Sales Workers, News and Street Vendors, and Related Workers" (41-9091.00).
What AI can already do
2 of 12 tasks · unaided
Write and record orders for merchandise or enter orders into computers.
Answer questions about product features and benefits.
Where humans still hold the line
10 of 12 tasks
Explain products or services and prices and demonstrate use of products.
Develop prospect lists.
Deliver merchandise and collect payment.
Arrange buying parties and solicit sponsorship of such parties to sell merchandise.
Distribute product samples or literature that details products or services.
Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.
Persuade customers to purchase merchandise or services.
Set up and display sample merchandise at parties or stands.
Order or purchase supplies.
Stock carts or stands.
Tasks via O*NET "Door-to-Door Sales Workers, News and Street Vendors, and Related Workers" (41-9091.00).
What AI can already do
4 of 12 tasks · with tools
Develop prospect lists.
Write and record orders for merchandise or enter orders into computers.
Answer questions about product features and benefits.
Order or purchase supplies.
Where humans still hold the line
8 of 12 tasks
Explain products or services and prices and demonstrate use of products.
Deliver merchandise and collect payment.
Arrange buying parties and solicit sponsorship of such parties to sell merchandise.
Distribute product samples or literature that details products or services.
Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.
Persuade customers to purchase merchandise or services.
Set up and display sample merchandise at parties or stands.
Stock carts or stands.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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