AI Literacy Certification
Tests whether you understand what today's AI can and can't do, how large language models produce answers, and how to use AI tools safely and sensibly at work. Pass to earn AI Literacy SOA-AIL.
- Beginner difficulty.No experience needed: fundamentals and clear reasoning.
- 10 scenario questions
- 10 minutes, timed
- 70% to pass · 90% for distinction
- Free no sign-up needed
- LinkedIn-ready · add it to your profile in one clickSee how ↓
What is the AI Literacy Certification?
The AI Literacy Certification is a free 10-minute skill test from Science of Apps. It tests whether you understand what today's AI can and can't do, how large language models produce answers, and how to use AI tools safely and sensibly at work. Score 70% or more on its 10 questions to earn a verifiable AI Literacy certificate (SOA-AIL). Every question is based on published standards and research — including Machine Learning Crash Course (Google for Developers), People + AI Guidebook (Google PAIR), C2PA content credentials (Coalition for Content Provenance and Authenticity) — and each answer is explained with its source.
Built for your job title
Office professional, Student, Team member, Manager and Career switcher — and anyone who wants quick, verifiable proof of AI Literacy skills for a CV or LinkedIn.
- Office professional
- Student
- Team member
- Manager
- Career switcher
Land the job, not just the certificate
Career guide · 10 min readAI literacy skills employers want in 2027: what it means, how hiring managers check it and how to show it on your CV
AI literacy skills employers want in 2027: how AI works, checking outputs, protecting data, knowing when not to use it, and how to prove it.
Read the hiring playbook →What the test covers
Two skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
How AI works
50%- What LLMs do
- Training data and limits
- Probabilistic outputs
- 02
Using AI responsibly
50%- Checking outputs
- Protecting data
- Knowing when not to use AI
Based on published standards
The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:
- Machine Learning Crash CourseGoogle for Developers3 questions
- People + AI GuidebookGoogle PAIR3 questions
- C2PA content credentialsCoalition for Content Provenance and Authenticity3 questions
- AI Risk Management FrameworkNIST2 questions
- A Survey on Hallucination in Large Language Models (2023)Huang et al.1 question
- Prompt Engineering GuideDAIR.AI1 question
- What is GDPR?GDPR.eu1 question
- OWASP Top 10 for LLM ApplicationsOWASP1 question
- OECD AI PrinciplesOECD1 question
- Prompt engineering overviewAnthropic1 question
- Prompt design strategiesGoogle AI for Developers1 question
- Artificial intelligence in educationUNESCO1 question
- Top tips for staying secure onlineUK NCSC1 question
Try a sample question
Which of these is the best first use of a general AI chatbot for a busy team?
- Drafting meeting summaries that someone checks before sharing
- Deciding who to promote
- Sending legal advice to customers unreviewed
- Replacing the company's security policy
Show the answer
A. Drafting meeting summaries that someone checks before sharing — Low-risk drafting with a human check gets the speed benefits without the risks. The real test has 10 questions like this.
How the test works
10 minutes, 10 questions
One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.
Graded on our server
Answers reach the page only after you submit, so the certificate can only be earned by passing.
Every answer explained
Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.
Your certificate
Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.
What you earn

Pass, then add it to LinkedIn in one click
No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.
- 1Take the 10-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

AI Literacy
Science of Apps
Show credential ↗Try another skill test
- SpecialistSOA-AIUX
AI UX Design Certification
Certifies that you can design AI-powered products people trust — setting expectations, conversational and agent UX, handling errors and uncertainty, and responsible AI.
Difficulty: AdvancedEarn Certified AI Product Designer → - SpecialistSOA-PE
Prompt Engineering Certification
Certifies that you can get reliable results from large language models — prompt fundamentals, structure and reasoning, prompting for real product work, and evaluation, safety and reliability.
Difficulty: IntermediateEarn Certified Prompt Engineer → - ProfessionalSOA-AIPM
AI Product Manager Certification
Certifies that you can manage AI products — finding the right AI opportunities, data, models and evaluation, AI UX, trust and safety, and shipping, cost and operations.
Difficulty: AdvancedEarn Certified AI Product Manager →
Frequently asked questions
What is the AI Literacy Certification?
The AI Literacy Certification is a free 10-minute skill test from Science of Apps. It tests whether you understand what today's AI can and can't do, how large language models produce answers, and how to use AI tools safely and sensibly at work. Score 70% or more on its 10 questions to earn a verifiable AI Literacy certificate (SOA-AIL). Every question is based on published standards and research — including Machine Learning Crash Course (Google for Developers), People + AI Guidebook (Google PAIR), C2PA content credentials (Coalition for Content Provenance and Authenticity) — and each answer is explained with its source.
How do I take the AI Literacy Certification for free?
Read the two skill areas on this page, then take the 10-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a AI Literacy certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the AI Literacy Certification questions based on real standards?
Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: Machine Learning Crash Course (Google for Developers); People + AI Guidebook (Google PAIR); C2PA content credentials (Coalition for Content Provenance and Authenticity); AI Risk Management Framework (NIST); A Survey on Hallucination in Large Language Models (2023) (Huang et al.); Prompt Engineering Guide (DAIR.AI). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.
What does the AI Literacy Certification cover?
Two skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: How AI works (What LLMs do, Training data and limits and Probabilistic outputs); Using AI responsibly (Checking outputs, Protecting data and Knowing when not to use AI). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the AI Literacy Certification?
Office professional, Student, Team member, Manager and Career switcher. It suits anyone who wants a quick, verifiable way to show AI Literacy skills, from students and career switchers to experienced professionals.
Can I take the AI Literacy Certification from any country?
Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.
How long is the AI Literacy Certification?
10 questions — 5 from each of 2 skill areas — with a 10-minute limit. You need 70% (7 of 10) to pass and 90% for distinction.
How hard is the AI Literacy Certification?
We rate it Beginner: no experience needed: fundamentals and clear reasoning. It has 10 scenario questions — 5 from each of 2 skill areas — and a 10-minute limit. You need 70% (7 of 10) to pass and 90% for distinction.
How do I prepare for a Office professional job?
AI literacy in 2027 means understanding what AI tools can and can't do, how large language models produce answers, why they make confident mistakes, how to check outputs, what data you must never paste in, and when not to use AI at all. Employers now expect it in almost every office job. Show it with specific examples of AI use you checked, and confirm it with a short free test. Our full career guide covers the hiring process, interview loop, pay and a prep plan: scienceofapps.com/blog/ai-literacy-career-guide/
How much do Science of Apps certifications cost?
Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.
How are the tests graded?
On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.
What happens if I don't pass?
You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.
Do the certificates expire?
No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.
Can I add the certificate to LinkedIn?
Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.
How can an employer verify my certificate?
Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.
Are these accredited qualifications?
No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.
621 more certifications to collect
AI & Generative AI
- AI UX Design Certification30 min · Advanced
- Prompt Engineering Certification30 min · Intermediate
- AI Product Manager Certification30 min · Advanced
- AI Literacy CertificationYou're here
- Generative AI Fundamentals Certification10 min · Beginner
- AI Tools for Workplace Productivity Certification10 min · Beginner
- Advanced Prompt Engineering Assessment20 min · Advanced
- AI Workflow Automation Certification15 min · Intermediate
- AI Agent Design and Orchestration Certification20 min · Advanced
- AI Agent Evaluation and Reliability Certification20 min · Advanced
- AI Research and Fact-Checking Certification15 min · Intermediate
- AI Output Quality Assurance Certification15 min · Intermediate
- AI Hallucination Detection Test15 min · Intermediate
- AI Safety and Responsible AI Certification15 min · Intermediate
- AI Ethics and Bias Assessment15 min · Intermediate
- AI Governance and Risk Fundamentals Certification20 min · Advanced
- AI for Business Professionals Certification10 min · Beginner
- AI for Entrepreneurs and Founders Certification10 min · Beginner
- AI for Managers and Team Leaders Certification15 min · Intermediate
- AI for HR Professionals Certification10 min · Beginner
- AI for Sales Professionals Certification10 min · Beginner
- AI for Digital Marketers Certification10 min · Beginner
- AI for UX/UI Designers Certification15 min · Intermediate
- AI for Product Managers Certification15 min · Intermediate
- AI for Software Developers Certification15 min · Intermediate
- AI for Data Analysts Certification15 min · Intermediate
- AI for Teachers and Educators Certification10 min · Beginner
- AI for Customer Support Certification10 min · Beginner
- AI Content Creation and Editing Certification10 min · Beginner
- AI Image Generation and Art Direction Certification15 min · Intermediate
- AI Video Generation and Editing Certification15 min · Intermediate
- AI Coding Assistant Proficiency Certification15 min · Intermediate
- Retrieval-Augmented Generation (RAG) Fundamentals Certification20 min · Advanced
- LLM Evaluation and Benchmarking Certification20 min · Advanced
- AI Data Privacy and Security Certification15 min · Intermediate
- AI Adoption and Change Management Certification15 min · Intermediate
Foundation
Software Engineering & Web Development
- HTML and CSS Fundamentals Certification10 min · Beginner
- JavaScript Fundamentals Certification10 min · Beginner
- TypeScript Fundamentals Certification15 min · Intermediate
Data Analytics & Business Intelligence
- Product Analytics Certification30 min · Advanced
- Data Literacy Certification10 min · Beginner
- Microsoft Excel Fundamentals Certification10 min · Beginner
Digital Marketing, SEO, AEO & Growth
- Conversion Rate Optimization (CRO) Certification30 min · Advanced
- App Store Optimization (ASO) Certification30 min · Intermediate
- Growth Marketing Certification30 min · Intermediate
UX/UI, Design, Research & Creative
- UX Design Certification30 min · Intermediate
- UI Design Certification30 min · Intermediate
- Product Design Certification30 min · Intermediate
Product, Project Management & Business Analysis
- Product Manager Certification30 min · Intermediate
- Design Leadership Certification30 min · Advanced
- Agile Product Owner Certification30 min · Intermediate
Cybersecurity, IT, Cloud & DevOps
- Cybersecurity Fundamentals Certification10 min · Beginner
- Security Awareness and Phishing Detection Certification10 min · Beginner
- Network Security Fundamentals Certification15 min · Intermediate
Sales, Customer Success & Support
- Sales Fundamentals Certification10 min · Beginner
- Consultative Selling Certification15 min · Intermediate
- B2B Sales Development Representative Certification10 min · Beginner
Human Resources & People Management
- Human Resources Fundamentals Certification10 min · Beginner
- Talent Acquisition and Recruitment Certification10 min · Beginner
- Technical Recruitment Certification15 min · Intermediate
Finance, Accounting, Operations & Entrepreneurship
- Financial Literacy for Professionals Certification10 min · Beginner
- Accounting Fundamentals Certification10 min · Beginner
- Bookkeeping Fundamentals Certification10 min · Beginner
Communication, Leadership & Transferable Skills
- Critical Thinking Test10 min · Beginner
- Attention to Detail Test10 min · Beginner
- Cognitive Bias Test10 min · Beginner
Languages
- English Level Test30 min · Beginner
- American Sign Language (ASL) Foundations Test25 min · Intermediate
- App & Software Localization Test25 min · Intermediate
Healthcare, Education, Legal Operations & Sustainability
- Healthcare Administration Fundamentals Certification10 min · Beginner
- Medical Office Administration Certification10 min · Beginner
- Healthcare Data Privacy Awareness Certification10 min · Beginner
Test Prep, Academics & Aptitude
- SAT Math Practice Test20 min · Advanced
- SAT Reading and Writing Practice Test20 min · Advanced
- ACT Practice Test (English, Math, Reading & Science)20 min · Advanced
Language Exam Prep
- IELTS Academic Practice Test with Band Score20 min · Advanced
- IELTS General Training Practice Test20 min · Advanced
- TOEFL iBT Practice Test20 min · Advanced
Office & Productivity Software
- Microsoft Word Skills Certification15 min · Intermediate
- Microsoft PowerPoint Skills Certification15 min · Intermediate
- Microsoft Outlook Skills Certification10 min · Beginner
Engineering, Architecture, Construction & Safety
- Mechanical Engineering Practice Test (FE-Style)20 min · Advanced
- Electrical Engineering Practice Test (FE-Style)20 min · Advanced
- Civil Engineering Practice Test (FE-Style)20 min · Advanced
Hospitality, Travel & Retail
- Hospitality Management Certification10 min · Beginner
- Food Safety Certification10 min · Beginner
- Hotel Revenue Management Certification15 min · Intermediate
Read before you test
- Career guidesFinancial literacy for professionals in 2027: reading a P&L, margins and cash flow, budgets, compound interest and inflation, costs of decisions, and talking about money with finance teamsFinancial literacy for professionals in 2027: reading a P&L, margins, cash flow, budgets, inflation and compounding, costing decisions and working with finance.
- Career guidesAI productivity skills employers want in 2027: using Copilot, ChatGPT, Gemini and Claude for email, meetings, documents and spreadsheets — safelyAI productivity skills employers want in 2027: email, meetings, documents, spreadsheets and research with AI assistants, done safely and checked.
- Career guidesGenerative AI skills employers want in 2027: tokens, context, grounding and the plain-language fundamentals every role now needsGenerative AI skills employers want in 2027: tokens, context windows, grounding, temperature and limits explained, with interview answers and a plan.
- Career guidesAI literacy skills employers want in 2027: what it means, how hiring managers check it and how to show it on your CVAI literacy skills employers want in 2027: how AI works, checking outputs, protecting data, knowing when not to use it, and how to prove it.
- Career guidesProfessional email writing for 2027: subject lines that get opened, answer-first messages, clear asks and deadlines, tone, follow-ups, difficult emails, replying to many people and using AI drafts safelyProfessional email writing for 2027: clear subject lines, answer-first messages, asks and deadlines, tone, follow-ups, difficult emails and safe AI drafting.
- Career guidesExcel skills for jobs in 2027: what employers actually test, the questions they ask and how to prove itExcel skills for jobs in 2027: which roles need them, how employers test Excel in interviews, real test questions with answers, common traps and a plan.
Get the ideas, not the noise.
Sign up with Google and we’ll send you short UX psychology tips by email — why people tap, stall and leave, and what to do about it. Unsubscribe anytime. Prefer something to keep? Get the free Laws of UX guide as a PDF.
Founder, Science of Apps




