Foundational certification
Google Cloud Generative AI Leader exam prep
Generative AI Leader is Google Cloud's certification for people who lead or influence gen AI work, with or without hands-on technical experience. The exam has 50 to 60 multiple-choice questions in 90 minutes and no prerequisites. It covers gen AI fundamentals, Google Cloud's gen AI offerings, techniques to improve model output and business strategy.
TokIQ is an independent practice app. It is not affiliated with, endorsed by or sponsored by Google. Google Cloud is a trademark of Google LLC. Exam names are used only to identify the exam.
Exam facts
From the official pages linked below, checked on . Vendors change exams; confirm on the official page before you book.
What the exam covers
The official 4 sections and their share of the exam, from the Generative AI Leader exam guide (PDF). TokIQ tracks your accuracy in each one.
01Fundamentals of gen AI
~30%- Core gen AI concepts and use cases
- How data types are used in gen AI, and choosing a foundation model
- The core layers of the gen AI landscape
- Use cases and strengths of Google’s foundation models (Gemini, Gemma, Imagen, Veo)
02Google Cloud’s gen AI offerings
~35%- Google Cloud’s strengths in gen AI
- Prebuilt gen AI offerings for work and customer experience
- Building with AI as a developer
- Tooling for gen AI agents
03Techniques to improve gen AI model output
~20%- Overcoming foundation model limitations
- Prompt engineering techniques
- Grounding techniques and their use cases
04Business strategies for a successful gen AI solution
~15%- Steps to implement a transformational gen AI solution
- Secure AI
- Responsible AI in business
Study plan
How to prepare for Generative AI Leader with TokIQ
TokIQ opens as an AI quiz. Tap Prepare for a certification, choose Generative AI Leader, and the app switches to exam prep. A few minutes a day, every day.
- 01
Pick the exam and your exam date
Choose the exam in the app and set the date you booked. No date yet? You get a 30-day plan. The app tells you how many questions a day keep you on track.
- 02
Do the daily session
About 10 questions a day (you can choose 5, 10, 15 or 20). Missed questions come back the next day; questions you get right come back at growing intervals (1, 3, 7 days and longer). That is spaced repetition: you review just before you would forget.
- 03
Read why, with the source
Every answer has an explanation in your language, and the question keeps the official English exam terms. Each question is built from the official exam guide and cites the official documentation page it is based on.
- 04
Fix your weak domains
Accuracy is tracked per official exam domain. The daily session leans toward your weakest domain, and the Practice tab lets you drill any domain. Wrong answers collect in My mistakes for review.
- 05
Watch your readiness score
After about 30 answers covering every domain, TokIQ estimates your readiness: your recent accuracy in each domain, weighted like the exam. It is an estimate to guide your study, not a prediction of your result.
- 06
Take a timed mock exam
A full-length practice exam with a timer, mark-for-review and a result per task statement. Free accounts get one mock exam a week; Premium unlocks more.
TokIQ questions are original practice questions written from the public exam guide and official documentation. They are not real exam questions, and no practice app can promise a pass.
Generative AI Leader: common questions
How many questions are on the Generative AI Leader exam?
Google lists 50 to 60 multiple-choice questions, with 90 minutes to answer them. The exam is offered online-proctored or at a test center.
How much does the Generative AI Leader exam cost?
The registration fee is $99, plus tax where applicable. There are no prerequisites.
What is the passing score for Generative AI Leader?
Google does not publish a passing score for this exam. TokIQ's readiness score and mock exams use a 70% practice line as a study target, and the app says that it is an estimate.
Do I need to code for the Generative AI Leader exam?
No. It is a business-level exam aimed at any job role, with or without hands-on technical experience. You need to understand gen AI concepts, Google Cloud's gen AI offerings and how to adopt gen AI responsibly.
Are TokIQ questions real Generative AI Leader exam questions?
No. They are original practice questions written from Google's public exam guide, and each one cites the official Google Cloud page it is based on.
How does TokIQ help me prepare for Generative AI Leader?
Pick the exam and your exam date, then do a short daily session (about 10 questions). Missed questions come back with spaced repetition, accuracy is tracked per official domain, a readiness score estimates how close you are, and timed mock exams let you practice under exam conditions. Explanations come in the language you choose from the app’s 40 languages.
Can TokIQ guarantee that I pass?
No. TokIQ shows how you are doing on practice questions and where to focus. The readiness score is an estimate from your own answers, not a prediction of your exam result. Combine it with the official training and documentation.
Other exams in TokIQ
Prepare for Generative AI Leader a few minutes a day.
A daily session with spaced repetition, a readiness score per domain and timed mock exams, with explanations in your language. Free to start on iPhone and Android.