AI exposure by occupation, O*NET 41-9011.00
Will AI replace Demonstrators and Product Promoters?
Demonstrators and Product Promoters: AI can already handle 2 of 21 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 21 tasks O*NET 30.3 lists for Demonstrators and Product Promoters, from most to least exposed. 2 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Suggest specific product purchases to meet customers' needs. | Observed | Frontier | |
| Prepare or alter presentation contents to target specific audiences. | Observed | Frontier | |
| Instruct customers in alteration of products. | Observed | Standard | |
| Recommend product or service improvements to employers. | Observed | Standard | |
| Provide product samples, coupons, informational brochures, or other incentives to persuade people to buy products. | Estimated | Standard | |
| Demonstrate or explain products, methods, or services to persuade customers to purchase products or use services. | Estimated | Efficient | |
| Train demonstrators to present a company's products or services. | Estimated | Efficient | |
| Sell products being promoted and keep records of sales. | Estimated | Efficient | |
| Keep areas neat while working and return items to correct locations following demonstrations. | Estimated | Efficient | |
| Record and report demonstration-related information, such as the number of questions asked by the audience or the number of coupons distributed. | Estimated | Efficient | |
| Research or investigate products to be presented to prepare for demonstrations. | Estimated | Efficient | |
| Set up and arrange displays or demonstration areas to attract the attention of prospective customers. | Estimated | Efficient | |
| Identify interested and qualified customers to provide them with additional information. | Estimated | Standard | |
| Visit trade shows, stores, community organizations, or other venues to demonstrate products or services or to answer questions from potential customers. | Estimated | Standard | |
| Practice demonstrations to ensure that they will run smoothly. | Estimated | Standard | |
| Learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information. | Estimated | Efficient | |
| Work as part of a team of demonstrators to accommodate large crowds. | Estimated | Standard | |
| Provide product information, using lectures, films, charts, or slide shows. | Estimated | Standard | |
| Wear costumes or sign boards and walk in public to promote merchandise, services, or events. | Estimated | Standard | |
| Transport, assemble, and disassemble materials used in presentations. | Estimated | No tier | |
| Stock shelves with products. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 4 of 21 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 17 of 21. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 81% of the role's importance-weighted task work. 91% of the work is something AI can address at some tier, and 9% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 64,520
- Median annual wage
- $39,320
- Middle half of earners
- $35,160 to $53,640
- Projected change, 2024 to 2034
- -0.1%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Merchandise Displayers and Window Trimmers 59% skill overlap, about 15 months to move Exposure36
- Door-to-Door Sales Workers, News and Street Vendors, and Related Workers 59% skill overlap, about 15 months to move Exposure71
- Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products 56% skill overlap, about 16 months to move Exposure41
- Retail Salespersons 55% skill overlap, about 16 months to move Exposure36
- Advertising and Promotions Managers 54% skill overlap, about 17 months to move Exposure45
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Demonstrators and Product Promoters and AI
Will AI replace Demonstrators and Product Promoters?
AI already handles 2 of the 21 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 37 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by -0.1% from 2024 to 2034.
What is the AI exposure of Demonstrators and Product Promoters?
37 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 4 of the 21 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 17 are estimated from each task's O*NET work activity.
Which Demonstrators and Product Promoters tasks can AI already do?
The tasks with the highest exposure are: Suggest specific product purchases to meet customers' needs; Prepare or alter presentation contents to target specific audiences. They are the tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 81% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Demonstrators and Product Promoters, and what do they earn?
64,520 people in the United States, with a median annual wage of $39,320 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of -0.1% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Demonstrators and Product Promoters. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/demonstrators-and-product-promoters
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