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How an appraiser of personal and business property can use AI, task by task

O*NET 13-2022.00: Appraisers of Personal and Business Property14 tasksJob Zone 4: Considerable preparation

Appraise and estimate the fair value of tangible personal or business property, such as jewelry, art, antiques, collectibles, and equipment. May also appraise land.

Type your own title and every prompt on this page updates to match. Also called: Accredited Appraiser, Aircraft Appraiser, Appraiser, Art Appraiser, Certified Appraiser, Gem and Jewelry Appraiser, Jewelry Appraiser, Personal Property Appraiser.

Where AI fits in this job

AI-ready 49%AI-assist 34%Stays human 17%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 6 AI-ready, 5 AI-assist and 3 human-led tasks out of 14. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Write descriptions of the property being appraised.Explain it clearly · Daily
  2. Document physical characteristics of property such as measurements, quality, and design.Explain it clearly · Daily
  3. Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.Crunch the numbers · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Inspect personal or business property.Watch & inspect · Weekly
  2. Take photographs of property.Hands-on work · Weekly
  3. Testify in court as to the value of a piece of tangible property.Be there for people · Yearly or less

Skills to build & where you could move ↓

AI can draft these 6

AI produces a usable first pass. You review it, fix it and own it.

Write descriptions of the property being appraised.

Daily

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 50% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to write descriptions of the property being appraised.

Context: We use Ascend Property Assessment; the work draws on administrative, mathematics and customer and personal service.
Subject: [property, layout, item]
Details: [paste notes]
Reader: [describe]

Write a clear description for the reader. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Informational write-up

Step 1Pick a real example: the next time you write descriptions of the property being (today).
Step 2Fill in [Subject], [Details] and [Reader] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.9/5 · core task · O*NET work activity: Write informational material..

Document physical characteristics of property such as measurements, quality, and design.

Daily

AI turns complex material into plain-language handouts.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to document physical characteristics of property such as measurements, quality, and design.

Context: We use Ascend Property Assessment; the work draws on administrative, mathematics and customer and personal service.
Subject: [property, item]
Findings: [measurements, condition, values]

Draft the report following standard sections. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Evaluation or appraisal report

Step 1Pick a real example: the next time you document physical characteristics of property (today).
Step 2Fill in [Subject] and [Findings] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.8/5 · core task · O*NET work activity: Write reports or evaluations..

Locate and record data on sales of comparable property using specialized software, internet searches, or personal records.

Daily

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to locate and record data on sales of comparable property using specialized software, internet searches, or personal records.

Context: We use Microsoft Access and Yardi software.
Data: [sales, records]
System: [software]

Design an entry template and checks. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Data entry template

Step 1Pick a real example: the next time you locate and record data on sales of comparable property (today).
Step 2Fill in [Data] and [System] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.7/5 · core task · O*NET work activity: Enter information into databases or software programs.. Also involves: Gather information in order to provide services to clients..

Write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment.

Weekly

AI turns complex material into plain-language handouts.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment.

Context: We use Ascend Property Assessment and Computer assisted mass appraisal CAMA software; the work draws on administrative, mathematics and customer and personal service.
Subject: [property, item]
Findings: [measurements, condition, values]

Draft the report following standard sections. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Evaluation or appraisal report

Step 1Pick a real example: the next time you write and submit appraisal reports for property (this week).
Step 2Fill in [Subject] and [Findings] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.7/5 · core task · O*NET work activity: Write reports or evaluations..

Verify that property matches legal descriptions or certifications.

Weekly

AI is a tireless first-pass checker.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to verify that property matches legal descriptions or certifications.

Context: We use WinEstimator WinEst and Computer assisted mass appraisal CAMA software; the work draws on administrative, mathematics and customer and personal service.
Item: [bid, property, product]
Specifications: [paste]
What I have: [paste the submitted info]

Make a table: requirement, submitted, match or not. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Specification verification

Step 1Pick a real example: the next time you verify that property matches legal descriptions or certifications (this week).
Step 2Fill in [Item], [Specifications] and [What I have] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Verify information or specifications..

Forecast the value of property.

Monthly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to forecast the value of property.

Context: We use WinEstimator WinEst and Computer assisted mass appraisal CAMA software; the work draws on administrative, mathematics and customer and personal service.
What to forecast: [values, trends]
Data: [paste history]

Build a forecast with assumptions and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Forecast

Step 1Pick a real example: the next time you forecast the value of property.
Step 2Fill in [What to forecast] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.2/5 · core task · O*NET work activity: Forecast economic, political, or social trends..

AI can help you prep these 5

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.

Daily

AI does the arithmetic and suggests what to look at; the conclusions are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 36% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.

Context: We use WinEstimator WinEst and Computer assisted mass appraisal CAMA software; the work draws on administrative, mathematics and customer and personal service.
Property: [type, location, features]
Comparables or damage data: [paste]

Build a valuation or damage estimate with adjustments and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Valuation worksheet

Step 1Pick a real example: the next time you calculate the value of property based (today).
Step 2Fill in [Property] and [Comparables or damage data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.8/5 · core task · O*NET work activity: Appraise property values..

Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner.

Daily

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner.

Context: We use Microsoft Excel and Ascend Property Assessment; the work draws on administrative, mathematics and customer and personal service.
Procedure for: [valuation type, security, work process]
Requirements: [rules, standards]

Draft a step-by-step procedure with responsibilities and checks. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Write a procedure

Step 1Pick a real example: the next time you determine the appropriate type of valuation (today).
Step 2Fill in [Procedure for] and [Requirements] with the real details, then run the prompt.
Step 3Walk through it with the people who'll use it.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.9/5 · core task · O*NET work activity: Determine operational procedures..

Create and maintain a database of completed appraisals.

Weekly

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to create and maintain a database of completed appraisals.

Context: We use Wilson's Computer Applications RealEasy Appraisals; the work draws on administrative, mathematics and customer and personal service.
What to store: [appraisals, records, inventory]
How it's used: [searches, reports]

Design tables and fields, and give setup steps for a spreadsheet or database tool, plus example queries.

10-minute exercise: Build a simple database

Step 1Pick a real example: the next time you create and maintain a database of completed appraisals (this week).
Step 2Fill in [What to store] and [How it's used] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 4.4/5 · core task · O*NET work activity: Create databases to store electronic data.. Also involves: Compile data or documentation.; Maintain data in information systems or databases..

Update appraisals when property has been improved, damaged, or has otherwise changed.

A few times a year

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to update appraisals when property has been improved, damaged, or has otherwise changed.

Context: We use Wilson's Computer Applications RealEasy Appraisals and WinEstimator WinEst; the work draws on administrative, mathematics and customer and personal service.
Property: [type, location, features]
Comparables or damage data: [paste]

Build a valuation or damage estimate with adjustments and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Valuation worksheet

Step 1Pick a real example: the next time you update appraisals.
Step 2Fill in [Property] and [Comparables or damage data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.0/5 · core task · O*NET work activity: Appraise property values.. Also involves: Update computer database information..

Recommend loan amounts based on the value of property being used as collateral.

A few times a year

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as an appraiser of personal and business property. Part of my job is to recommend loan amounts based on the value of property being used as collateral.

Context: We use Microsoft Excel and Cost estimating software; the work draws on administrative, mathematics and customer and personal service.
Decision: [reserves, client affairs, investments]
Steps needed: [what has to happen]

Plan the steps, timing and checks. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Financial action plan

Step 1Pick a real example: the next time you recommend loan amounts based.
Step 2Fill in [Decision] and [Steps needed] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Recompute every total yourself.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · O*NET work activity: Implement financial decisions..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Contact with others: contact with others most of the time · Impact of decisions: important results · Face-to-face discussions: once a week or more but not every day · Frequency of decisions: once a week or more but not every day

Inspect personal or business property.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an appraiser of personal and business property. Part of my job is to inspect personal or business property.

Context: The work draws on administrative, mathematics and customer and personal service.
Items: [property, books, goods]
What counts as damage: [criteria]

Make an inspection routine and record template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Damage check

Step 1Pick a real example: the next time you inspect personal or business property (this week).
Step 2Fill in [Items] and [What counts as damage] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.5/5 · core task · O*NET work activity: Inspect items for damage or defects..

Take photographs of property.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as an appraiser of personal and business property. Part of my job is to take photographs of property.

Context: The work draws on administrative, mathematics and customer and personal service.
Subject: [property, evidence, data]
Purpose: [appraisal, recovery]

List shots or copies needed and how to log them. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Photo documentation

Step 1Pick a real example: the next time you take photographs of property (this week).
Step 2Fill in [Subject] and [Purpose] with the real details, then run the prompt.
Step 3Check every image is clear and logged.

Importance 4.3/5 · core task · O*NET work activity: Record images needed to address work issues..

Testify in court as to the value of a piece of tangible property.

Yearly or less

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as an appraiser of personal and business property. Part of my job is to testify in court as to the value of a piece of tangible property.

Context: The work draws on administrative, mathematics and customer and personal service.
Proceeding: [court, hearing, legislative]
Topic: [findings, violations, investigation]

Help me prepare: key facts in order, likely questions including hostile ones, and how to answer calmly and only within my knowledge. Then cross-examine me.

10-minute exercise: Testimony prep

Step 1Pick a real example: the next time you testify in court.
Step 2Fill in [Proceeding] and [Topic] with the real details, then run the prompt.
Step 3Review with counsel and stick strictly to facts you can support. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.5/5 · core task · O*NET work activity: Testify at legal or legislative proceedings..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Speakingimportance 3.4/5
    Used in: Communicating with People Outside the Organization
  • Social Perceptivenessimportance 2.9/5
    Used in: Communicating with People Outside the Organization
  • Persuasionimportance 2.9/5
    Used in: Communicating with People Outside the Organization
  • Service Orientationimportance 2.9/5
    Used in: Communicating with People Outside the Organization

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Reading Comprehensionimportance 3.9/5
    Used in: Judging the Qualities of Objects, Services, or People
  • Critical Thinkingimportance 3.6/5
    Used in: Making Decisions and Solving Problems
  • Writingimportance 3.5/5
    Used in: Documenting/Recording Information
  • Complex Problem Solvingimportance 3.0/5
    Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Bachelor's degree is most common (39% of workers)

  • Certificate or some college 17%
  • Associate's 17%
  • Bachelor's 48%
  • Graduate degree 17%
  • On-the-job training: 2–4 years
  • Related experience: 2–4 years
  • Professional certification: important (3.9/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft WindowsMicrosoft WordYardi software

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