AI exposure by occupation, O*NET 13-2022.00
Will AI replace Appraisers of Personal and Business Property?
Appraisers of Personal and Business Property: AI can already handle 11 of 14 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 14 tasks O*NET 30.3 lists for Appraisers of Personal and Business Property, from most to least exposed. 11 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams. | Estimated | Standard | |
| Verify that property matches legal descriptions or certifications. | Estimated | Efficient | |
| Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner. | Estimated | Frontier | |
| Write descriptions of the property being appraised. | Estimated | Efficient | |
| Locate and record data on sales of comparable property using specialized software, internet searches, or personal records. | Estimated | Standard | |
| Write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment. | Estimated | Efficient | |
| Take photographs of property. | Estimated | Efficient | |
| Update appraisals when property has been improved, damaged, or has otherwise changed. | Estimated | Standard | |
| Testify in court as to the value of a piece of tangible property. | Estimated | Standard | |
| Forecast the value of property. | Estimated | Standard | |
| Recommend loan amounts based on the value of property being used as collateral. | Estimated | Frontier | |
| Document physical characteristics of property such as measurements, quality, and design. | Estimated | Efficient | |
| Inspect personal or business property. | Estimated | Efficient | |
| Create and maintain a database of completed appraisals. | Estimated | Efficient |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 14 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 14 of 14. 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 86% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
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
BLS Occupational Employment and Wage Statistics (May 2025) publishes no national employment or wage figure for this O*NET occupation.
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.
- Appraisers and Assessors of Real Estate 78% skill overlap, about 8 months to move Exposure58
- Insurance Appraisers, Auto Damage 66% skill overlap, about 12 months to move Exposure55
- Jewelers and Precious Stone and Metal Workers 61% skill overlap, about 14 months to move Exposure26
- Title Examiners, Abstractors, and Searchers 55% skill overlap, about 16 months to move Exposure70
- Gem and Diamond Workers 54% skill overlap, about 16 months to move Exposure23
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Appraisers of Personal and Business Property and AI
Will AI replace Appraisers of Personal and Business Property?
AI already handles 11 of the 14 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 65 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.
What is the AI exposure of Appraisers of Personal and Business Property?
65 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. 0 of the 14 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 14 are estimated from each task's O*NET work activity.
Which Appraisers of Personal and Business Property tasks can AI already do?
The tasks with the highest exposure are: Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams; Verify that property matches legal descriptions or certifications; Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner. They are three of the 11 tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 86% 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 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: Appraisers of Personal and Business Property. 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/appraisers-of-personal-and-business-property
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