What's your job, or where do you work?
Plain-English ways to use AI at a small business — ranked, safety-first, and honest about cost. Built for beginners and the first person at work trying this.
These choices are saved in your browser and re-rank tools on role pages. They are not legal advice.
Start with your role
Office manager / administrative assistant / office clerk
Small service business: email, scheduling, invoices, vendors, onboarding.
Top-10 AI-benefit jobFront desk / receptionist
Phones, scheduling, check-in, FAQs. Includes a medical/dental variant where patient data is Red.
Includes Red dataOwner-operator, trades (HVAC, plumbing, electrical)
You run jobs and the business: quotes, customer texts, reviews, scheduling.
Bookkeeper (small business)
Books, reconciliations, client questions, month-end. Financial data is often Yellow or Red.
Includes Red dataRetail / Etsy-style shop owner
Product listings, customer messages, photos, social posts, policies.
Restaurant / café manager
Staff schedules, menus, reviews, training, supplier emails.
Real-estate agent
Listings, client follow-ups, market summaries, open-house materials.
Customer service / sales representative
Inbound questions, follow-ups, help articles, call summaries.
Top-10 AI-benefit jobGeneral & operations manager
Runs day-to-day operations: staffing, budgets, vendors, reports, and decisions. Often the person who approves new tools.
Top-10 AI-benefit job Includes Red dataRetail sales associate
On the floor and on the phone: product questions, recommendations, follow-ups, displays.
Top-10 AI-benefit jobNurse / medical assistant (admin side)
Patient education handouts, schedules, forms, and team communication. Patient data is Red: only in BAA-covered tools your employer approved.
Top-10 AI-benefit job Includes Red dataK–12 teacher
Lesson planning, differentiated materials, parent emails, rubrics. Student records are Red (privacy laws like FERPA apply; ask your district).
Top-10 AI-benefit job Includes Red dataAccountant / auditor (small firm or in-house)
Client communications, workpaper summaries, tax research, spreadsheets. Client financial data is Yellow to Red.
Top-10 AI-benefit job Includes Red dataSoftware / web developer
Code, tests, docs, and debugging. The heaviest real-world users of AI today. Secrets and customer data are Red.
Top-10 AI-benefit job Includes Red dataMarketing specialist
Content, campaigns, SEO, social, email, and simple market research.
Top-10 AI-benefit jobHR specialist / people ops
Job posts, onboarding, handbooks, training, employee questions. Personnel files are Red; AI must not make decisions about people.
Top-10 AI-benefit job Includes Red dataWant to bring AI to your workplace?
Step-by-step: find pain points, measure, run a safe pilot, compare tools, and pitch leadership with a one-page proposal.
Why these 10 jobs
We picked large U.S. occupations (BLS employment, May 2025) where real-usage and exposure studies show AI helps most with day-to-day information work. Very large hands-on jobs like home health aides, cooks, and stockers score low on AI applicability, so they aren't featured yet. Sources: BLS OEWS May 2025 · Microsoft "Working with AI" (2025) · OpenAI/UPenn "GPTs are GPTs" · Anthropic Economic Index · checked Oct 2026.
- Customer service / sales representative: Customer service representatives: 2,595,750 jobs; sales reps of services: 1,256,010 (BLS, May 2025). Customer service reps (0.41) and sales reps of services (0.45) are in Microsoft's top 10 occupations by AI applicability; Anthropic ranks customer service reps the 2nd most exposed occupation.
- Office manager / administrative assistant / office clerk: Secretaries & admin assistants: 3,284,600 jobs; office clerks, general: 2,464,940 (BLS, May 2025). Microsoft's real-usage study gives Secretaries & Administrative Assistants an AI applicability score of 0.24 and Information & Record Clerks 0.33 (above most groups).
- General & operations manager: 3,503,020 jobs, one of the 10 largest occupations (BLS, May 2025). Microsoft scores Top Executives lower (0.11), but this is the person who approves tools and whose writing, planning, and reporting tasks AI helps with. They're included because a beginner's proposal usually lands on their desk.
- Retail sales associate: 3,897,860 jobs, the 2nd largest occupation (BLS, May 2025). Microsoft scores Retail Sales Workers 0.30, among the higher groups.
- Nurse / medical assistant (admin side): Registered nurses: 3,379,720; medical assistants: 817,870 (BLS, May 2025). Clinical work scores low in Microsoft's study (Healthcare practitioners 0.13), and that's why this page covers only the admin and education side. 'GPTs are GPTs' rated hospitals among the more exposed industries.
- K–12 teacher: Elementary 1,388,390 + middle 620,090 + secondary 1,065,210 = about 3.07 million (BLS, May 2025; our sum). Microsoft scores Primary/Secondary/Special Ed teachers 0.18; 'teach/explain' is one of the activities AI does best in that study.
- Accountant / auditor (small firm or in-house): Accountants & auditors: 1,449,500 jobs (BLS, May 2025). 'GPTs are GPTs' GPT-4 ratings list Accountants and Auditors as 100% exposed under its broadest measure; Microsoft scores Financial Specialists 0.23.
- Software / web developer: Software developers: 1,687,890 jobs (BLS, May 2025). Computer & math tasks were 37.2% of Claude conversations in Anthropic's first Economic Index; Anthropic's labor study puts computer programmers at the top of its exposure list (75% coverage).
- Marketing specialist: Market research analysts & marketing specialists: 899,580 jobs (BLS, May 2025). In Microsoft's top 40 occupations by AI applicability (0.35).
- HR specialist / people ops: Human resources specialists: 912,430 jobs (BLS, May 2025). Microsoft lists HR specialists among occupations where AI performs (not just assists) a large share of work activities (86th percentile).
How we rank
1 · Safety gate
If a task's data is more sensitive than a tool is verified for, the tool isn't ranked for it. Red needs a verified BAA/agreement path.
2 · Task score
How often × effort saved ÷ data risk. Editor judgment, not measured savings.
3 · Tool score
Fit 35% · Ease 25% · Cost 20% · Safety 20%. "Already paid for" wins ties. No company pays for placement.
Data colors
Green
Public/generic. Any approved tool.
Yellow
Customer & internal info. Business accounts only; remove extra details.
Red
Health, SSNs, card/bank, passwords, HR. Only with a signed agreement + settings + written OK. Talk to a professional first.
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