Certly study smart
Exams and domains

Four exams,
27 weighted domains.

Every domain below is transcribed from the official exam guide, weight included. Certly uses those weights twice: to build a simulation with the right shape, and to turn your answers into a projected score the same way the real report does.

120 minutes each 100 to 1000 scale 720 to pass Delivered by Pearson VUE Valid 12 months

CCAO‑F

Certified Associate
Foundations

Using Claude well as a knowledge worker: prompting, judging and validating output, picking the right product and model, and applying governance and responsible-use rules.

60 items120 min$9973 in Certly

Audience: business and technical professionals using Claude day to day.

Prompting & Task Execution14%
10 questions
Output Evaluation & Validation21%
16 questions
Product & Model Selection12%
9 questions
Workflow Integration & Solution Design16%
11 questions
Configuration & Knowledge Management12%
8 questions
Governance, Risk & Responsible Use15%
12 questions
Troubleshooting & Optimization10%
7 questions

CCDV‑F

Certified Developer
Foundations

Hands-on building and shipping: API mechanics, agents and workflows, model selection and cost, prompt and context engineering, security, tools and MCP servers.

60 items120 min$12598 in Certly

Audience: engineers building and integrating Claude applications.

Agents & Workflows14.7%
13 questions
Applications & Integration33.1%
32 questions
AI Coding Tool Operation3.1%
6 questions
Eval, Testing & Debugging2.6%
6 questions
Model Selection & Optimization16.8%
16 questions
Prompt & Context Engineering11%
9 questions
Security & Safety8.1%
7 questions
Tools & MCPs10.6%
9 questions

The two smallest domains carry more questions than their weight implies, and that is deliberate. A three-question domain would be trivial to exhaust. Scoring still uses the official weight, so the extra practice never inflates your projected score.


CCAR‑F

Certified Architect
Foundations

Architectural judgment for production systems: agentic loops, multi-agent orchestration, MCP tool design, AI coding tool configuration, structured output and context management.

60 items120 min$125169 in Certly

Audience: solution architects designing production applications. This is the exam Certly shipped with, and still the deepest bank.

Agentic Architecture & Orchestration27%
45 questions
Tool Design & MCP Integration18%
30 questions
AI Code Configuration & Workflows20%
31 questions
Prompt Engineering & Structured Output20%
32 questions
Context Management & Reliability15%
31 questions
The six scenarios

This is the one exam built around scenarios. The real thing draws four from a bank of six, and every question sits inside one of them. Certly mirrors that: 114 of its questions are tagged to a scenario, and you can study any scenario end to end.

01

Customer Support Resolution Agent

Returns, billing disputes and account issues through custom MCP tools, plus knowing when to escalate.

02

Code Generation with AI Tools

Generation, refactoring, debugging and docs with custom slash commands, config files and plan mode.

03

Multi-Agent Research System

A coordinator delegating to search, document analysis, synthesis and reporting subagents.

04

Developer Productivity Tools

Exploring unfamiliar codebases, explaining legacy systems, automating repetitive work with MCP servers.

05

AI Tools for Continuous Integration

Automated review, test generation and pull request feedback where false positives are expensive.

06

Structured Data Extraction

Pulling fields from unstructured documents, validating against JSON schemas, handling edge cases.


CCAR‑P

Certified Architect
Professional

Owning a Claude system end to end: solution design, integration and RAG, evaluation and optimization, governance and risk, and communicating architectural trade-offs to stakeholders.

63 items120 min$17575 in Certly

Audience: mid to senior-level architects owning systems in production.

Solution Design & Architecture17%
12 questions
Models, Prompting & Context Engineering13%
9 questions
Integration19%
14 questions
Evaluation, Testing & Optimization16%
12 questions
Governance, Safety & Risk Management14%
11 questions
Stakeholder Communication & Lifecycle14%
11 questions
Developer Productivity & Enablement7%
6 questions

Why the weights matter

A 90% in a 3% domain is worth almost nothing.

Raw accuracy flatters you. Certly multiplies your accuracy in each domain by that domain’s official weight, then maps the result onto the 100 to 1000 scale with 720 as the line. That is why the dashboard leads with a projected score instead of a percentage. It is the number that decides the outcome.

Domain-weighted 100 to 1000 scale 720 to pass

Domain names, weights, item counts, time limits and fees come from each exam guide, version 1.0, effective July 2026. Certly’s questions are written independently and are not real exam items.

The Certly exam picker listing all four certifications with their item counts and bank sizes

Pick your exam and see where you actually stand.