Occupation baseline · Research consensus
Will AI replace Tour Guides and Escorts?
Baseline AI displacement risk for Tour Guides and Escorts, aggregated from 4 research sources.
What this score means
Tour Guides and Escorts leans toward the safer end for Personal Services. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 30 out of 100 it scores 6 points above the Personal Services average of 24. Across the 4 sources behind this baseline, individual estimates run from 23 to 42, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Tour Guides and Escorts, most central first, showing 12 of 19.
- 01Describe tour points of interest to group members, and respond to questions.
- 02Escort individuals or groups on cruises, sightseeing tours, or through places of interest, such as industrial establishments, public buildings, or art galleries.
- 03Monitor visitors' activities to ensure compliance with establishment or tour regulations and safety practices.
- 04Conduct educational activities for school children.
- 05Research various topics, including site history, environmental conditions, and clients' skills and abilities to plan appropriate expeditions, instruction, and commentary.
- 06Provide directions and other pertinent information to visitors.
- 07Select travel routes and sites to be visited based on knowledge of specific areas.
- 08Provide for physical safety of groups, performing such activities as providing first aid or directing emergency evacuations.
- 09Assemble and check the required supplies and equipment prior to departure.
- 10Greet and register visitors, and issue any required identification badges or safety devices.
- 11Distribute brochures, show audiovisual presentations, and explain establishment processes and operations at tour sites.
- 12Drive motor vehicles to transport visitors to establishments and tour site locations.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 4 research sources that scored Tour Guides and Escorts for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 04AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Tour Guides and Escorts?
- Published research puts Tour Guides and Escorts at 30 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 4 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Tour Guides and Escorts?
- Broadly, yes. Individual estimates for Tour Guides and Escorts run from 23 to 42 out of 100 across the 4 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
- Which personal services roles face similar AI exposure?
- The closest published personal services roles to Tour Guides and Escorts by score are Residential Advisors (30/100), Amusement and Recreation Attendants (33/100), and Baggage Porters and Bellhops (34/100). Each has its own page with the research behind its number.
Also covers
Admitting Office Escort · Adventure Guide · Alpine Guide · Art Museum Aide · Art Museum Docent · Discovery Guide · Docent · Duck Driver and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.
Get my personal scoreFree · No credit card · No signup
More personal services occupations
- Baggage Porters and Bellhops34/100
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services34/100
- Travel Guides34/100
- Amusement and Recreation Attendants33/100
- Residential Advisors30/100
- Locker Room, Coatroom, and Dressing Room Attendants26/100
- Ushers, Lobby Attendants, and Ticket Takers26/100
- Animal Caretakers25/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.