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Balam Labs
ISCO-08 5242

Sales demonstrators

35.8%
ADI · 225th of 433 · 95% interval 17.3–57.4

An AI agent can at least partly carry out 35.8% of the task time of sales demonstrators, and finish 0.0% alone. Most of the rest requires physical presence.

ADI · partial or full35.8%

225th of 433 · interval 17.3–57.4

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time34.6%

221st of 433 · interval 25.2–45.1

Evidence21

task statements rated by two models and weighted by importance and frequency. World employment: 1.2 million.

Task weight by level

How the tasks rate

32%
32%
36%
L0No meaningful role · 31.7%L1Augmentation · 32.4%L2Partial delegation · 35.8%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence70%
Accountability0%
Trust and care55%
Access to systems35%

Share of task weight flagged by each barrier; a task can carry several.

21 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Sell products being promoted and keep records of sales.Demonstrators and Product Promoters6.2%L1L1L232%2.1 hPhysical presence, Trust and care
Provide product samples, coupons, informational brochures, or other incentives to persuade people to buy products.Demonstrators and Product Promoters6.1%L0L0L115%2.5 hPhysical presence, Trust and care, Access to systems
Keep areas neat while working and return items to correct locations following demonstrations.Demonstrators and Product Promoters6.0%L0L0L02%12 minPhysical presence, Trust and care, Access to systems
Demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.Demonstrators and Product Promoters6.0%L1L1L228%45 minPhysical presence, Trust and care
Suggest specific product purchases to meet customers' needs.Demonstrators and Product Promoters5.9%L2L2L260%12 minTrust and care
Record and report demonstration-related information, such as the number of questions asked by the audience or the number of coupons distributed.Demonstrators and Product Promoters5.4%L2L2L240%25 minPhysical presence, Access to systems
Set up and arrange displays or demonstration areas to attract the attention of prospective customers.Demonstrators and Product Promoters5.3%L1L1L225%1.5 hPhysical presence, Access to systems
Identify interested and qualified customers to provide them with additional information.Demonstrators and Product Promoters5.3%L1L1L250%52 minPhysical presence, Trust and care, Access to systems
Instruct customers in alteration of products.Demonstrators and Product Promoters5.2%L1L1L235%25 minPhysical presence, Trust and care
Prepare or alter presentation contents to target specific audiences.Demonstrators and Product Promoters · supplemental task5.0%L2L2L378%1.8 h–
Research or investigate products to be presented to prepare for demonstrations.Demonstrators and Product Promoters4.9%L2L2L375%1.8 hAccess to systems
Practice demonstrations to ensure that they will run smoothly.Demonstrators and Product Promoters4.5%L1L1L228%1.0 hPhysical presence
Visit trade shows, stores, community organizations, or other venues to demonstrate products or services or to answer questions from potential customers.Demonstrators and Product Promoters4.5%L0L0L110%3.0 hPhysical presence, Trust and care, Access to systems
Learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.Demonstrators and Product Promoters4.4%L2L2L365%1.1 hTrust and care
Transport, assemble, and disassemble materials used in presentations.Demonstrators and Product Promoters4.2%L0L0L06%1.0 hPhysical presence, Access to systems
Show the other 6 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Provide product information, using lectures, films, charts, or slide shows.Demonstrators and Product Promoters · supplemental task4.1%L2L2L250%1.8 hPhysical presence, Trust and care
Stock shelves with products.Demonstrators and Product Promoters · supplemental task4.0%L0L0L04%42 minPhysical presence, Access to systems
Recommend product or service improvements to employers.Demonstrators and Product Promoters · supplemental task4.0%L2L2L262%1.5 hAccess to systems
Work as part of a team of demonstrators to accommodate large crowds.Demonstrators and Product Promoters3.6%L0L0L04%4.0 hPhysical presence, Trust and care, Access to systems
Wear costumes or sign boards and walk in public to promote merchandise, services, or events.Demonstrators and Product Promoters · supplemental task3.4%L0L0L04%4.0 hPhysical presence, Trust and care, Access to systems
Train demonstrators to present a company's products or services.Demonstrators and Product Promoters · supplemental task2.2%L2L2L250%3.0 hPhysical presence, Trust and care

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentilePct
ADI (this index)35.8%48
Eloundou et al. (2024), GPT exposure β0.11621
Felten et al. (2021), AI occupational exposure0.12454
Webb (2020), AI patent exposure21
Eisfeldt et al. (2026), generative AI exposure0.20857
Anthropic Economic Index, observed use0.07968

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (52)

Neighbouring occupations

Dashed line: sales demonstrators (35.8%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Sales demonstrators (ISCO-08 5242), https://balamlabs.org/adi/occupations/5242

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Sales demonstrators (ISCO-08 5242)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/5242.json.