E-commerce Analytics Certification
Tests e-commerce analytics — funnel and conversion metrics, GA4 e-commerce tracking, UTMs and attribution, and customer and product analytics such as AOV, CLV, cohorts, RFM and ROAS. Pass to earn E-commerce Analytics SOA-ECAN.
- 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 E-commerce Analytics Certification?
The E-commerce Analytics Certification is a free 15-minute skill test from Science of Apps. It tests e-commerce analytics — funnel and conversion metrics, GA4 e-commerce tracking, UTMs and attribution, and customer and product analytics such as AOV, CLV, cohorts, RFM and ROAS. Score 70% or more on its 15 questions to earn a verifiable E-commerce Analytics certificate (SOA-ECAN). Every question is based on published standards and research — including About key events (Google Analytics Help), Attribution in Google Analytics (Google Analytics Help), Unit economics (Investopedia) — and each answer is explained with its source.
Built for your job title
E-commerce analyst, Digital marketing analyst, E-commerce manager, Growth marketer and Data analyst in retail — and anyone who wants quick, verifiable proof of E-commerce Analytics skills for a CV or LinkedIn.
- E-commerce analyst
- Digital marketing analyst
- E-commerce manager
- Growth marketer
- Data analyst in retail
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
Funnel and Conversion Metrics
33%- Conversion rate
- Funnel analysis
- Checkout optimisation
- 02
Tracking and Attribution
33%- GA4 e-commerce events
- UTM tagging
- Attribution models
- 03
Customer and Product Analytics
33%- Customer lifetime value
- Cohorts and retention
- Product and segment analysis
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:
- About key eventsGoogle Analytics Help4 questions
- Attribution in Google AnalyticsGoogle Analytics Help4 questions
- Unit economicsInvestopedia4 questions
- Shopify Help CenterShopify3 questions
- About events and the GA4 data modelGoogle Analytics Help3 questions
- Events in Google Analytics 4Google Analytics Help3 questions
- RetentionPostHog2 questions
- Website Forms Usability: Top 10 RecommendationsNielsen Norman Group1 question
- Search: Visible and SimpleNielsen Norman Group1 question
- How Not To Run an A/B TestEvan Miller1 question
- Consent modeGoogle Tag Platform1 question
- About Smart BiddingGoogle Ads Help1 question
- e-Handbook of Statistical MethodsNIST1 question
- National Retail FederationNRF1 question
Try a sample question
An online store had 300 carts created and 90 completed purchases. Its cart abandonment rate is
- 90%
- 333%
- 70%
- 30%
Show the answer
C. 70% — 1 − (90 ÷ 300). 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

E-commerce Analytics
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Frequently asked questions
What is the E-commerce Analytics Certification?
The E-commerce Analytics Certification is a free 15-minute skill test from Science of Apps. It tests e-commerce analytics — funnel and conversion metrics, GA4 e-commerce tracking, UTMs and attribution, and customer and product analytics such as AOV, CLV, cohorts, RFM and ROAS. Score 70% or more on its 15 questions to earn a verifiable E-commerce Analytics certificate (SOA-ECAN). Every question is based on published standards and research — including About key events (Google Analytics Help), Attribution in Google Analytics (Google Analytics Help), Unit economics (Investopedia) — and each answer is explained with its source.
How do I take the E-commerce 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 E-commerce Analytics certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the E-commerce 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: About key events (Google Analytics Help); Attribution in Google Analytics (Google Analytics Help); Unit economics (Investopedia); Shopify Help Center (Shopify); About events and the GA4 data model (Google Analytics Help); Events in Google Analytics 4 (Google Analytics Help). 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 E-commerce Analytics Certification cover?
Three skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Funnel and Conversion Metrics (Conversion rate, Funnel analysis and Checkout optimisation); Tracking and Attribution (GA4 e-commerce events, UTM tagging and Attribution models); Customer and Product Analytics (Customer lifetime value, Cohorts and retention and Product and segment analysis). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the E-commerce Analytics Certification?
E-commerce analyst, Digital marketing analyst, E-commerce manager, Growth marketer and Data analyst in retail. It suits anyone who wants a quick, verifiable way to show E-commerce Analytics skills, from students and career switchers to experienced professionals.
Can I take the E-commerce 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 E-commerce 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 E-commerce 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 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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