thinQmaster Virtual testing partner Adaptive practice exams that find your weak spots and drill them. Every answer explained. From $69
Enroll

thinQmaster

Find your exam

Five questions free, before you decide.

Step 1 · choose a vendor

In one of our camps? Your practice exams come with the tuition — they are on your study page already.

Google Cloud · AI & Machine Learning · Entry

Google Cloud Generative AI Leader exam guide

Exam Generative AI Leader

Generative AI Leader validates that you understand generative AI fundamentals, Google Cloud's gen AI offerings, techniques to improve model output and how to drive gen AI adoption in a business. It is a non-technical credential aimed at people who decide, sponsor or sell AI initiatives.

Questions50-60
Time limit90 minutes
Passing scoreSee official page
Exam fee$99 USD
Valid for3 years
DeliveryOnline proctored or onsite at a Pearson VUE test center

Format: Multiple choice. Fee note: Plus tax where applicable..

Who it's for

Managers, product owners, consultants, sales and business leaders in any role who guide generative AI strategy and adoption.

What the exam covers

Fundamentals of gen AI30%
Google Cloud's gen AI offerings35%
Techniques to improve gen AI model output20%
Business strategies for a successful gen AI solution15%

Eligibility & prerequisites

Required: None

Recommended: None required; intended for anyone in any job role, with or without hands-on technical experience.

Keeping it active

Valid for 3 years. Google Skills renewal: complete the designated courses and/or skill badges in the renewal learning path during the final year of validity; this extends the certification by 1 year (link CM Connect and Google Skills accounts with the same email).

Skills & careers

Skills it validates

  • Explaining LLMs, foundation models, multimodal AI and agents
  • Matching Google Cloud gen AI products to business needs
  • Describing prompting, grounding, RAG and fine-tuning approaches
  • Identifying model limitations such as hallucination and bias
  • Applying responsible AI, security and governance principles
  • Building a business case and adoption plan for gen AI

Job roles

AI Product ManagerAI Strategy ConsultantDigital Transformation ManagerCloud Sales SpecialistBusiness AnalystInnovation Lead

Where it fits in your path

Planning a degree too? See how this cert earns college credit in the College Credit Navigator.

Build my study plan

  1. Week 1: Complete the Generative AI Leader learning path on Google Skills, fundamentals modules first.
  2. Week 2: Google Cloud gen AI offerings: Gemini for Google Workspace and Google Cloud, Google's agent platform, model garden concepts.
  3. Week 3: Techniques to improve output (prompting, grounding, RAG, fine-tuning) and business strategy modules.
  4. Week 4: Sample questions plus a full review of the exam guide; book the exam.

Make it yours: pick your exam date and weekly hours. We'll split your time by domain weight and give you a printable plan.

Exam-day tips

  • Google Cloud's gen AI offerings is the biggest section at about 35%; know the product portfolio and what each is for.
  • Questions are business scenarios: choose the option that delivers value with appropriate governance and least complexity.
  • Be clear on grounding vs RAG vs fine-tuning and when each improves output.
  • Know common limitations (hallucination, knowledge cutoff, bias) and mitigations.
  • Product names have shifted with Google's 2026 rebranding; rely on the current exam guide's terminology.

Key terms for this exam

All 57 terms Study with thinQcards™

Commonly confused on this exam

Frequently asked questions

How much does the Generative AI Leader exam cost?

$99 plus tax.

Do I need technical skills?

No. Google states it is for anyone in any job role, with or without hands-on technical experience.

How long is it valid?

3 years, renewable through the Google Skills renewal learning path.

Generative AI Leader vs Cloud Digital Leader?

Cloud Digital Leader covers all of Google Cloud at a business level; Generative AI Leader focuses only on gen AI strategy and products.

Is it worth it in 2026?

Yes for leaders and customer-facing roles who need to show credible gen AI literacy; engineers should pair it with a technical certification.

Official page: cloud.google.com. Reviewed November 2026. Vendors change fees and objectives, so confirm with the vendor before you book. Spot something out of date? Tell us.