GAILGoogle Cloud Certified: Generative AI Leader practice exams
Original questions written from the published objectives and cited to official documentation, never recalled exam content. How we verify, why not dumps.
- Exam code
- GAIL
- Cost
- $99USD
- Questions
- 50-60multiple choice questions
- Duration
- 90minutes
- Passing score
- Not published by Google
- Level
- Entry level
- Valid for
- 3years
- Study guide
- How to prepare
- Sources
- 11official pages
- Format
- Multiple choice, online-proctored or onsite-proctored
Generative AI Leader practice exams
2 full-length forms, 50 questions each, apportioned to the published domain weightings.
A contact center wants AI to support its live human agents during calls. Which offering is designed for that?
The answer
Agent Assist
Checked against
services.google.com, checked August 2026Agent Assist: Support your live human contact center agents.
What the exam tests
Exam domains
Section weights are Google's published approximate values from the official exam guide: Section 1 about 30 percent, Section 2 about 35 percent, Section 3 about 20 percent, Section 4 about 15 percent. Questions are apportioned to those weights. Passing score is not published by Google and is left null.
The percentage is the exam weighting; the bar is how many verified questions we hold there, so a short bar is where our bank is thin.
- Fundamentals of gen AI30%36 verified
- Google Cloud's gen AI offerings35%41 verified
- Techniques to improve gen AI model output20%24 verified
- Business strategies for a successful gen AI solution15%18 verified
Where to focus: Google Cloud's gen AI offerings is the largest section at about 35 percent, so spend the most study time on Gemini apps, Agent Platform, Model Garden, and the AI APIs.
Every Generative AI Leader objective, with practice questions mapped to each one
What the exam actually asks you to do
Multiple choice only. No multiple select, no labs, no console access, and nothing to configure during the exam.
Item formats
- Multiple choice
Nothing here needs a lab. Reading carefully and eliminating options is the whole skill. Google Cloud, Generative AI Leader certification ↗
Between sittings
The same bank the numbered forms are assembled from.
Quick Practice
Open now
All 119 verified questions, untimed, with the explanation after each answer.
Domain Drill
Open now
Every domain on its own, for the area a score report says is weakest.
Review Missed
Fills as you go
Re-asks the questions you got wrong. Nothing to review until you miss something.
Google Cloud’s free resources
Study from the source. The page below is free to read, and it is what our own questions are written from.
Official Generative AI Leader exam page & objectives ↗Keep reading
- Free Generative AI Leader practice test
10 original questions, playable now. No account, no card.
- Generative AI Leader exam objectives
The full official blueprint, with practice pages on covered objectives.
- Generative AI Leader exam format
How many questions, how long, what the items look like, and how long it stays valid.
- Generative AI Leader passing score
The exact cut score, what kind of number it is, and the retake terms.
- How hard is Generative AI Leader?
An honest difficulty read from the format, the clock and the weights.
- What Generative AI Leader costs
The voucher price, the retake, and what renewal costs across the cycle.
- Generative AI Leader guide
Who it is for, study plans by experience level, and whether it is worth it.
Frequently asked questions
What is the Generative AI Leader exam code?
Google names its certification exams rather than numbering them, so there is no code to search for on a voucher. The short code shown on this page is the common abbreviation, not a code Google publishes.
How many questions are on the Generative AI Leader exam?
Google states the exam has 50 to 60 multiple choice questions.
How long is the exam and what does it cost?
The exam runs 90 minutes and the registration fee is $99 plus tax where applicable.
Are there prerequisites?
No. Google lists no prerequisites for the Generative AI Leader certification.
How long is the certification valid?
The Generative AI Leader certification is valid for three years from the date it is earned.
What topics does the exam cover?
Four sections: fundamentals of gen AI, Google Cloud's gen AI offerings, techniques to improve model output, and business strategies.