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Marc Moeller.pptx

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Source PPTX: PPT/2025 Shenzhen SEO Conference Speaker Slides/Marc-Moeller.pptx

===== Slide 1 =====
Scoring Article Quality with AI
Marc Moeller

===== Slide 2 =====
300k to Zero
(removed from Google)

===== Slide 3 =====
Let’s learn from their mistakes!

===== Slide 4 =====
On Mondays …
My copywriter is not himself.

===== Slide 5 =====
Checklists: Life or Death

===== Slide 6 =====
What’s Stopping Us?
Mindset:
More is better (it’s not!)
EEAT confusion
Wrong KPI’s
Start thinking like a Google engineer

===== Slide 7 =====
What is a Google Patent?
?

===== Slide 8 =====
Google Patents That Matter
Passage Ranking
Sitewide Quality Scores
Query Expansion
Information Gain
Quality Rater Guidelines

===== Slide 9 =====
Query Expansion
Cheap running shoes
Marathon shoes (half vs ultra)
Shoes for heavy runners
Running shoes for flat feet
Overpronation running shoes
High-arch running shoes
Wide-width running shoes
Large sizes running shoes

===== Slide 10 =====
Detecting annoying documents

===== Slide 11 =====
Source: ontotext.com
What is an entity?
…. in Natural Language Processing (NLP)

===== Slide 12 =====
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===== Slide 13 =====
Entity Relationship Extraction

===== Slide 14 =====
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===== Slide 15 =====
Entity Attribute Value
Entity
: Jackie Chan
Attribute
: Age
Value
: 71

===== Slide 16 =====
EEAT Buzzwords
“Expertise”                 →   What defines it?
“Experience”              →   How measured?
“Authoritativeness”  →   What standard?
“Trustworthiness”     →   According to whom?

===== Slide 17 =====
EEAT Engineering Metrics
Expertise
=
Connections between entities (text)
Experience
= Accuracy & depth of entities, attributes, values
Authoritativeness
= Backlinks near source sites (Forbes)
Trustworthiness
= Brand searches from users + user signals

===== Slide 18 =====
AI Article Quality Checker

===== Slide 19 =====
Manual Process: DIY Article Analysis
Download Articles
Get Prompt
Upload to LLM
Get Report

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===== Slide 22 =====
Details for manual process
Any LLM works [GPT5, Claude Sonnet]
Modify the prompt [speed to answer, passages, entities]
Have conversations!
Operating system … loaded!
Interrogate the system

===== Slide 23 =====
80%

===== Slide 24 =====
Chrome
Extension
4 Articles.
2 seconds to
download.

===== Slide 25 =====
Automated Process  ➜
contentscore.au
Provide URLs & Keywords List
AHREFs, RankTracker, GSC API, Manual
Auto-Scrape SERPs
LLM Comparison
Score Table

===== Slide 26 =====
Automated Process  ➜
contentscore.au

===== Slide 27 =====
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===== Slide 28 =====
100
articles in
10
minutes
Automatic

===== Slide 29 =====
What does our system check for?
☑
Entity coverage
☑ User search intent responsiveness (query expansion)
☑ Fact based precision
☑ Heading Relevance
… and more

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===== Slide 31 =====
Run ….. Repeat

===== Slide 32 =====
Credit
RunRepeat.com

===== Slide 33 =====
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===== Slide 34 =====
@moellerseo

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===== Slide 41 =====
Benefits of AI Checks
☑ Check before publishing
☑ Compare to competitors
☑ Give specific feedback
☑ Track writer performance

===== Slide 42 =====
https://bit.ly/aiqualitycheck
Get the Prompt & The Extension

===== Slide 43 =====
Wait a minute …. Does it
actually
work?

===== Slide 44 =====
The Stanford Validation
PART 3
3 OF 5

===== Slide 45 =====
Who is Marc Moeller?
Stock market listed clients
200,000 views on SEO courses
18k youtube subscribers
10+ years in the SEO industry
Helped fix content quality problems for 100+ websites
Analysed over 100+ Google patents

===== Slide 46 =====
#Science:
LLMs as Judges
☑
June 2023
- LLM Judge agrees 85% w. human experts
☑
2025
- Stanford 82% agreement w. human experts
☑
1 million token
context window (200k words)
☑
LLMs superior at analysis
vs generating novel output
☑
Need more accuracy?
Focus on very specific detail
s

===== Slide 47 =====
Shortcomings of AI Checks
☑ Consistency: Narrow scope, Cool down temp
☑ Need to write good content
☑ Invest in custom images and videos
☑ Needs to be adapted to your industry (i.e. ec
ommerce)
☑ Human effort req. mindset shift

===== Slide 48 =====
Thought experiment
What’s the
absolute most effort
you could put into your articles?
What would cause a “wow” effect with your users?
What are competitors not doing?

===== Slide 49 =====
RunRepeat Rank #1
What keeps users on the page: graphics/video
What builds trust with your audience: anticipate needs
How can you understand your users better
Culture Shift

===== Slide 50 =====
Try to find authors with real experience
Test for knowledge and passion
Build internal visual production process (video/image)
Work with influencers to
contribute
to your visual content
Do this

===== Slide 51 =====
B2B USA Results

===== Slide 52 =====
High Ticket Australia Results

===== Slide 53 =====
Implementation Roadmap
Week 1:
Audit
your worst performing articles
Week 2:
Decide:
Rewrite or delete?
Week 3:
Teach
the system to your writers
Week 4:
Visual content audit
(images/videos)
Week 5:
Track writer
scores

===== Slide 54 =====
Remember Dr Atul?
His checklist prevented 250,000 deaths
Your choices: Hope for the best, or implement checks
It only takes two minutes per article to check

===== Slide 55 =====
https://bit.ly/aiqualitycheck
Prompt + Extension

===== Slide 56 =====
Transform your results
Ecommerce category pages
B2B Service pages
Blog articles
Any industry & niche

===== Slide 57 =====
Let’s do this together
Flood → Google gates. Many sites are bleeding.
Behind every site is a person—3 AM, anxious
Gawande’s free checklist: impact > competitive advantage.
Use the quality check— to create top-tier content.
Patient: your website.
Life saved: the searcher. Let’s stop the bleeding.

===== Slide 58 =====
Thank You!
SEO Growth Strategies:
www.ecomexperts.au
Youtube:
@
m
oellerseo
LinkedIn:
/in/marcmoeller-seo
https://bit.ly/aiqualitycheck
M
arc Moeller
SEO Consultant

===== Slide 59 =====
What’s the Cost of Your Content Problems?
Lost rankings
Lost Visitors
Lost Revenue
Backlinks Not Effective
Indexing Problems

===== Slide 60 =====
837 Websites
Dead
!
AI Generated articles
No custom images
Zero human effort
No internal linking
837 sites deindexed websites list
bit.ly/
marchcore

===== Slide 61 =====
4 million to Zero
(removed from Google)

===== Speaker Notes =====

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