Certification Exam

🎓 Final Exam — Certified GEO Practitioner

⏱ 60 minutes 📝 35 questions ✅ 70% passing threshold

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60:00

Time Remaining

⚠️ Exam Rules

35 multiple-choice questions from all 7 modules
70% (25 of 35) required to pass
Timer starts on first click of an answer
Retake possible after 7 days

Question 1 (Module 1)

What is the fundamental difference between SEO and GEO?

GEO is just another name for SEO
With SEO the user gets links, with GEO a curated AI answer
GEO only works for B2B companies
SEO and GEO have no overlap

With GEO, citation instead of position is the goal.

Question 2 (Module 1)

Why is GEO strategically important right now?

Google is shutting down search
AI models will soon stop crawling websites
Facts anchored early create a first-mover advantage
SEO will be banned from 2027

Whoever anchors facts in machine-readable form today wins the AI advantage.

Question 3 (Module 1)

How do SEO and GEO relate to each other?

GEO completely replaces SEO
They overlap by ~60% and complement each other
They are completely different
GEO is a subfield of SEO

~60% overlap (content quality, E-E-A-T, structured data).

Question 4 (Module 1)

What is the common denominator of all AI engines?

They all use the same model
They all only evaluate backlinks
They all only crawl Wikipedia
Structured data, hierarchy and verifiable facts

Despite different methods, this is the common denominator.

Question 5 (Module 1)

Why do many GEO initiatives fail?

They stop at diagnosis without implementing
They use too many keywords
They ignore social media
They implement too quickly

Diagnosis alone does not solve the problem — execution is decisive.

Question 6 (Module 2)

Which three dimensions does an AI Visibility Score combine?

Backlinks, keywords, social signals
Page speed, mobile score, SEO score
Technical machine-readability, brand accuracy, citation rate
Design, content, code

The 3 dimensions of the AI Visibility Score.

Question 7 (Module 2)

Which audit category is most effective for management presentations?

Technical Foundation
Brand Accuracy
Competitive Positioning
Schema & Structured Data

Demonstrating live that the AI recommends the competitor = pressure to act.

Question 8 (Module 2)

What is the anti-bot paradox?

Bots keep getting faster
Bots cannot recognize images
Too many bots overload servers
Security measures also block legitimate AI crawlers

60% of reputable sites block AI crawlers, but only 9% of misinformation sites do.

Question 9 (Module 2)

What does a score of 45 (grade C) mean?

Fundamental GEO work is missing; AIs recommend the competitor
The website is perfectly optimized
Only minor adjustments needed
The website was never indexed

Grade C = below average. Competitors are preferred.

Question 10 (Module 2)

Why is sameAs so effective?

It improves page load time
It increases backlinks
AI can cross-validate claims via independent sources
It makes images machine-readable

sameAs links to Wikipedia, LinkedIn → AI can verify facts independently.

Question 11 (Module 3)

What happens when robots.txt returns a 404?

AI crawls the entire website
AI crawls conservatively — less data
The website is deindexed
No effect

Per RFC 9309, a missing robots.txt (404) counts as "no restrictions" — crawlers may crawl the entire website. Only 5xx errors lead to conservative behavior. An explicit robots.txt remains best practice.

Question 12 (Module 3)

What are the 4 golden rules for the llms.txt?

Keywords, backlinks, meta tags, alt texts
HTML, CSS, JavaScript, PHP
Short, creative, dynamic, innovative
Fact density, citable sentences, consistency, max. 4,000 tokens

Fact density over marketing, citable, consistent, max. 4,000 tokens.

Question 13 (Module 3)

What is the alt-text formula for Visual GEO?

Subject + Context + Material + Brand
Keyword + Keyword + Keyword
File name + size + format
"Image" + number

[Subject] + [Context] + [Material/Property] + [Brand].

Question 14 (Module 3)

Which JSON-LD schema types are required?

Recipe, Event, HowTo
Organization alone is sufficient
Organization, WebSite, BreadcrumbList, FAQPage
There are no required schemas

The base set: Organization, WebSite, BreadcrumbList, FAQPage.

Question 15 (Module 3)

What is Answer Density?

Number of answers per page
Concentration of citable facts in the first 100 words
Length of FAQ answers
How fast the AI answers

Fact density at the top of the page — the first 50-100 words decide.

Question 16 (Module 4)

What can context markers do that standard schema cannot?

Make images machine-readable
Better SEO rankings
Tell the AI WHEN to recommend a brand
Improve page load time

Context markers answer: in which situation should the AI recommend?

Question 17 (Module 4)

Which 3 core questions do context markers answer?

Brand personality, recommendation triggers, negative markers
Price, quality, availability
HTML, CSS, JavaScript
Name, address, phone

Brand personality, when to recommend, when NOT to recommend.

Question 18 (Module 4)

Why are negative markers strategically valuable?

They reduce file size
Higher precision, trust signal, less hallucination
Required for Google Ads
They improve page load time

More precise recommendations, professional integrity, prevents hallucinated scenarios.

Question 19 (Module 4)

Which layer reaches browsing agents like ChatGPT-User?

Layer 1: Meta tags
Layer 2: JSON-LD
Layer 4: Microdata
Layer 3: sr-only

Layer 3 (sr-only) is read by browsing agents that traverse the DOM.

Question 20 (Module 4)

What happens when sr-only and visible content are inconsistent?

AI prefers the sr-only text
Nothing, AI ignores sr-only
AI rates the page as unreliable
Website is deindexed

Inconsistency = AI detects the contradiction → page is rated as unreliable.

Question 21 (Module 5)

What is the basic principle of AI-bot middleware?

Block all bots
AI crawlers receive a data-optimized version
Website gets faster
It is a CMS plugin

AI crawlers → optimized code, humans → normal page.

Question 22 (Module 5)

How does the middleware detect AI crawlers?

By IP address
By screen resolution
By the User-Agent string
By page load time

User-Agent string = digital ID in the HTTP header.

Question 23 (Module 5)

What does zero-code optimization mean?

Optimizations in the CDN, without touching the CMS source code
No programming required
Website has no code
Only CSS changes

Zero-code = schema injection directly in the CDN/edge network.

Question 24 (Module 5)

Which problem does endpoint routing solve?

Slow load times
Missing backlinks
Too little content
CMS does not allow files like llms.txt

Serve llms.txt from the edge cache when the CMS does not allow .txt uploads.

Question 25 (Module 5)

When is edge routing absolutely necessary?

For every website
For legacy CMS or closed SaaS systems
Only for e-commerce
Only for 1,000+ pages

Legacy CMS and SaaS systems do not allow direct code changes.

Question 26 (Module 6)

What distinguishes an ImageObject schema from an alt text?

Nothing, both describe images
ImageObject is faster
ImageObject provides creator, license, date and proof of authenticity
Alt text is for AI, ImageObject for humans

An alt text says "Here is X". An ImageObject provides structured metadata: creator, license, date, authenticity.

Question 27 (Module 6)

What does Speakable schema do?

It improves the load time of audio files
It marks text passages suitable for being read aloud by AI assistants
It converts text into audio
It is only relevant for podcasts

Speakable is a highlighter: "Read THESE passages aloud" — crucial for Google Search Live.

Question 28 (Module 6)

Why is lazy loading problematic for Visual GEO?

AI crawlers do not scroll — lazy-loaded images do not exist for them
Lazy loading reduces image quality
AI crawlers cannot execute JavaScript
Lazy loading slows down the server

Many bots load pages without scrolling → images with loading="lazy" are never loaded.

Question 29 (Module 6)

What is Clip schema for in videos?

For compressing video files
For creating thumbnails
For linking to YouTube
The AI can cite specific timestamps within a video

Clip schema allows the AI to cite exactly the 30 seconds that answer the question.

Question 30 (Module 6)

What does Google Personal Intelligence change for GEO?

Google crawls users' personal data
Keywords become less important
Granular structured data enables more personalized matching
Only local businesses benefit

The more granular your data (team size, price tier, region, compliance), the better the matching.

Question 31 (Module 7)

How many phases does a professional GEO audit have?

3 phases
4 phases
6 phases
5 phases

5 phases: Discovery, Schema Deep Dive, E-E-A-T, Brand Accuracy, Competitive Benchmark.

Question 32 (Module 7)

What belongs in the 🔴 "Immediate" priority (week 1)?

Blocked AI access or incorrect information
Implementing context markers
Setting up edge routing
Optimizing Visual GEO

🔴 Immediate = AI access blocked or incorrect info in the schema.

Question 33 (Module 7)

Which phase of the audit starts in the code?

Phase 4: Brand Accuracy
Phase 5: Competitive Benchmark
Phase 2: Schema & Content Deep Dive
Phase 1: Discovery

Phase 2 analyzes JSON-LD, context markers, answer density and alt texts.

Question 34 (Module 7)

What is the most important mistake in audit reports?

Too many pages
Writing the report for yourself instead of for the recipient
Too few code examples
No images

A CTO doesn't need a JSON-LD explanation; a marketing manager doesn't need code snippets.

Question 35 (Module 7)

What is the passing threshold for certification?

70% (25 of 35 questions)
50% (18 of 35 questions)
90% (32 of 35 questions)
100% (all 35 questions)

70% = 25 of 35 questions answered correctly.