Customer and Marketing Analytics Certification
Tests customer and marketing analytics — segmentation, cohorts, CLV and CAC, attribution, funnel analysis, campaign measurement and privacy-aware tracking with GA4. Pass to earn Customer and Marketing Analytics SOA-CMA.
- Intermediate difficulty.Assumes hands-on experience in the role.
- 15 scenario questions
- 15 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 Customer and Marketing Analytics Certification?
The Customer and Marketing Analytics Certification is a free 15-minute skill test from Science of Apps. It tests customer and marketing analytics — segmentation, cohorts, CLV and CAC, attribution, funnel analysis, campaign measurement and privacy-aware tracking with GA4. Score 70% or more on its 15 questions to earn a verifiable Customer and Marketing Analytics certificate (SOA-CMA). Every question is based on published standards and research — including Think with Google (Google), Unit economics (Investopedia), Retention (PostHog) — and each answer is explained with its source.
Built for your job title
Marketing analyst, Growth analyst, CRM analyst, Performance marketer and Customer insights analyst — and anyone who wants quick, verifiable proof of Customer and Marketing Analytics skills for a CV or LinkedIn.
- Marketing analyst
- Growth analyst
- CRM analyst
- Performance marketer
- Customer insights analyst
Land the job, not just the certificate
Career guide · 10 min readHow to get a marketing analyst job in 2027: attribution, incrementality and the numbers marketers actually trust
How to get a marketing analyst job in 2027: the attribution, CLV, GA4 and experiment skills employers test, the interview loop, pay and a 12-week plan.
Read the hiring playbook →What the test covers
Three skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Customer analytics
33%- Segmentation
- Cohorts and retention
- Lifetime value
- 02
Marketing measurement
33%- Funnels and campaigns
- Attribution
- Privacy and tracking
- 03
Marketing mix and experimentation
33%- Marketing mix modelling
- Incrementality tests
- Budget allocation
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:
- Think with GoogleGoogle5 questions
- Unit economicsInvestopedia4 questions
- RetentionPostHog4 questions
- Trustworthy Online Controlled ExperimentsKohavi, Tang & Xu4 questions
- Attribution in Google AnalyticsGoogle Analytics Help3 questions
- Consent modeGoogle Tag Platform2 questions
- pandas user guidepandas1 question
- About events and the GA4 data modelGoogle Analytics Help1 question
- Email sender guidelinesGoogle Workspace Admin Help1 question
- Know Your Customers' “Jobs to Be Done”Harvard Business Review (Clayton Christensen et al.)1 question
- About key eventsGoogle Analytics Help1 question
- Conversions APIMeta for Developers1 question
- About Smart BiddingGoogle Ads Help1 question
- About Advantage+ campaignsMeta Business Help Center1 question
Try a sample question
Which metric best shows marketing efficiency?
- Followers
- Customer acquisition cost relative to lifetime value
- Impressions
- Likes
Show the answer
B. Customer acquisition cost relative to lifetime value — Efficiency compares cost with value. The real test has 15 questions like this.
How the test works
15 minutes, 15 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 15-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

Customer and Marketing Analytics
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Frequently asked questions
What is the Customer and Marketing Analytics Certification?
The Customer and Marketing Analytics Certification is a free 15-minute skill test from Science of Apps. It tests customer and marketing analytics — segmentation, cohorts, CLV and CAC, attribution, funnel analysis, campaign measurement and privacy-aware tracking with GA4. Score 70% or more on its 15 questions to earn a verifiable Customer and Marketing Analytics certificate (SOA-CMA). Every question is based on published standards and research — including Think with Google (Google), Unit economics (Investopedia), Retention (PostHog) — and each answer is explained with its source.
How do I take the Customer and Marketing Analytics Certification for free?
Read the three skill areas on this page, then take the 15-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 Customer and Marketing Analytics certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the Customer and Marketing Analytics 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: Think with Google (Google); Unit economics (Investopedia); Retention (PostHog); Trustworthy Online Controlled Experiments (Kohavi, Tang & Xu); Attribution in Google Analytics (Google Analytics Help); Consent mode (Google Tag Platform). 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 Customer and Marketing Analytics Certification cover?
Three skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Customer analytics (Segmentation, Cohorts and retention and Lifetime value); Marketing measurement (Funnels and campaigns, Attribution and Privacy and tracking); Marketing mix and experimentation (Marketing mix modelling, Incrementality tests and Budget allocation). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the Customer and Marketing Analytics Certification?
Marketing analyst, Growth analyst, CRM analyst, Performance marketer and Customer insights analyst. It suits anyone who wants a quick, verifiable way to show Customer and Marketing Analytics skills, from students and career switchers to experienced professionals.
Can I take the Customer and Marketing Analytics 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 Customer and Marketing Analytics Certification?
15 questions — 5 from each of 3 skill areas — with a 15-minute limit. You need 70% (11 of 15) to pass and 90% for distinction.
How hard is the Customer and Marketing Analytics Certification?
We rate it Intermediate: assumes hands-on experience in the role. It has 15 scenario questions — 5 from each of 3 skill areas — and a 15-minute limit. You need 70% (11 of 15) to pass and 90% for distinction.
How do I prepare for a Marketing analyst job?
To get a marketing analyst job in 2027, show you can tell marketers what actually worked: SQL and GA4 for funnels and campaigns, customer metrics like CAC and lifetime value, honest attribution, and incrementality tests or marketing mix models when tracking is incomplete. Build two case studies with a budget recommendation, rehearse a campaign-analysis case, and target D2C brands, apps and agencies; typical pay in India is around ₹8.5–9.9 lakh. Our full career guide covers the hiring process, interview loop, pay and a prep plan: scienceofapps.com/blog/marketing-analytics-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.
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Read before you test
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