Resolve any problems with itineraries, service, or accommodations.

“Resolve any problems with itineraries, service, or accommodations.” is a core task performed by Travel Guides. Among the occupation's 17 rated tasks, workers place it 12th by importance (#6 most important). About 90% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Respond to customer problems or inquiries. in Performing for or Working Directly with the Public

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.008% share of AI-use records mapped to this task

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Explain hunting and fishing laws to groups to ensure compliance. · importance 4.7
• Lead individuals or groups to tour site locations and describe points of interest. · importance 4.7
• Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites. · importance 4.7
• Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel. · importance 4.6
• Plan tour itineraries, applying knowledge of travel routes and destination sites. · importance 4.5
• Sell or rent equipment, clothing, and supplies related to expeditions. · importance 4.4
• Pay bills and record checks issued. · importance 4.2
• Attend to special needs of tour participants. · importance 4.2
• Sell travel packages. · importance 4.1
• Evaluate services received on the tour, and report findings to tour organizers. · importance 4.1
• Verify amounts and quality of equipment prior to expeditions or tours. · importance 4.1
• Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment. · importance 4.0
• Set up camps, and prepare meals for tour group members. · importance 3.8
• Give advice on sightseeing and shopping. · importance 3.8

See all tasks on the Travel Guides page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-13156,
  title  = {Resolve any problems with itineraries, service, or accommodations.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-13156}
}