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@seoClarity
RankBrain, Artificial
Intelligence and the Search
Experience
The SEO’s Roadmap for 2016
First Poll of the Day
How are you feeling about the future of SEO?
A. I’m looking for a new career
B. I’m so scared my brain has shut down
C. What is this “SEO” you speak of?
D. I feel pretty good about it
Today’s Agenda
• RankBrain – What is it? What’s Google’s End Game
• Search Engine Optimization vs. Search Experience
Optimization
• How RankBrain Impacts SEO
• What Every 2016 SEO Roadmap Should Include
Some Background
Why Are We Talking about A.I. and RankBrain?
In the News
What Is RankBrain?
The Basics:
• RankBrain uses artificial intelligence to contribute to the SERPs
• It makes sense of words or phrases with which it isn’t familiar
• It guesses, based on a variety of inputs, what words might have
similar meaning
What Is RankBrain?
Google’s
Algorithm has
over 200
elements
RankBrain is
only ONE of
those 200
elements
In a short time,
RankBrain has
become the 3rd
most important
factor!
How Good is RankBrain?
How Does RankBrain Compare
to Humans?
• Tested against Google search
engineers
• Engineers were asked to guess at
which pages should rank higher
• RankBrain had an 80% success
rate
• Human engineers only guessed
correctly 70% of the time
Google and Machine Learning
“Machine learning … is a core transformative way by which we
are rethinking everything we are doing. … We’re thoughtfully
applying it across all of our products…”
Sundar Pichai
CEO
Google Inc.
10
From Binary to Hummingbird
What is Hummingbird?
• Launched in 2013 as an
engine overhaul
• Applied context to single and
successive searches
• Historical
• Geographic
• Authenticated
• Strived to be conversational
Google’s Goals for Deep Learning
Google’s Dilemma:
• Cannot write algorithms for each
task we want to accomplish
separately
• Need to write general algorithms
that learn from observations
From Jeff Dean’s keynote, “Large Scale Deep Learning”
http://static.googleusercontent.com/media/research.google.com/en//people/jeff/CIKM-keynote-Nov2014.pdf
Search Experience Optimization
How You Think About SEO Matters!
Old Definition
Search Engine Optimization
• Focus on optimizing for the engine
• Chasing the algorithm
• Tactical
• Ignores new developments
NEW Definition
Search Experience Optimization
• End-user focused
• A holistic marketing approach
• Includes all TYPES of search experiences – present and future
Hierarchy of the Search Experience
 Usability
Is your site fast, responsive,
engaging, shareable, crawlable,
and indexable?
01
 Relevance
You establish relevance with great
content that inspires, educates,
informs, and entertains.
02
 Authority
Earned links, company online
reputation, article references,
citations, co-citations, etc.
03
Second Poll of the Day
How do you think about SEO in your business?
A. I want to build a lasting relationship with my users
B. Users bring money. I like money.
C. SEO is just one channel of many
D. I like to buy links and spam sites
E. I have no strong opinions about SEO
How RankBrain Impacts SEO
Current Implementations and Future Goals
Deep Learning – Google Photos
How RankBrain is Evolving
Single Algorithm
– All Users, All
Types
Algorithm for
Each Type of
Query
Algorithm for
Each User
Local Listings – Old Format
Local Listings – New Intent Focus
By the numbers
>93%In #1 position
By The Numbers
6.1%Keywords
Contain Local Listings
Local Listings – New Format
Knowledge Graph Answers
By the numbers
3.6%Keywords
Contain Instant Answers
Third Poll of the Day
How have Google’s SERP changes in 2015 affected you?
A. I’ve benefited from the Local 3-pack
B. I’ve been negatively impacted by Local 3-pack
C. I’ve benefited from Knowledge Graph Answers
D. I’ve gained/lost traffic this year and don’t know why
E. I don’t know/Other
[Insert Your Name]’s 2016 SEO
Roadmap
Top Technical and Content Priorities for the New Year
Elements of a Successful 2016 Roadmap
Own Your Search Experience
1. The 7-Step Roadmap
2. Build the Team
3. Re-align Your Metrics
4. Test, Test, Test
The 7-Step Roadmap for 2016
1. Architecture Issues
2. Indexing Issues
3. Audience and Market Size evaluation
(Topic development)
4. Audience segmentation (Topic
management)
5. Content Mapping
6. Content Optimization
7. Links (External, Internal & Social)
Usability
Relevance
Authority
Tactical: Reevaluate Keyword Research
Keyword Intelligence – Tap Into
Conversations
Build the Team - Democratizing SEO
Re-Align Your Metrics
• What is your site’s “stickiness”
factor?
• Important Factors to Consider
• CTR
• Bounce Rate
• Navigation pathway
• Engagement
• Conversion Rate
Test, Test, Test
Test
EvaluateImplement
Hypothesis
• How do successful sites do
this?
• What is the best approach to
testing?
• Where can I get more
information?
Conclusion
Final Thoughts from Mitul and Keith
@keithgoode
@mgandhi
Thank You!
Q&A Time

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RankBrain, Artificial Intelligence and the Search Experience: The SEO's Roadmap for 2016

  • 1.
  • 2. @seoClarity RankBrain, Artificial Intelligence and the Search Experience The SEO’s Roadmap for 2016
  • 3. First Poll of the Day How are you feeling about the future of SEO? A. I’m looking for a new career B. I’m so scared my brain has shut down C. What is this “SEO” you speak of? D. I feel pretty good about it
  • 4. Today’s Agenda • RankBrain – What is it? What’s Google’s End Game • Search Engine Optimization vs. Search Experience Optimization • How RankBrain Impacts SEO • What Every 2016 SEO Roadmap Should Include
  • 5. Some Background Why Are We Talking about A.I. and RankBrain?
  • 7. What Is RankBrain? The Basics: • RankBrain uses artificial intelligence to contribute to the SERPs • It makes sense of words or phrases with which it isn’t familiar • It guesses, based on a variety of inputs, what words might have similar meaning
  • 8. What Is RankBrain? Google’s Algorithm has over 200 elements RankBrain is only ONE of those 200 elements In a short time, RankBrain has become the 3rd most important factor!
  • 9. How Good is RankBrain? How Does RankBrain Compare to Humans? • Tested against Google search engineers • Engineers were asked to guess at which pages should rank higher • RankBrain had an 80% success rate • Human engineers only guessed correctly 70% of the time
  • 10. Google and Machine Learning “Machine learning … is a core transformative way by which we are rethinking everything we are doing. … We’re thoughtfully applying it across all of our products…” Sundar Pichai CEO Google Inc. 10
  • 11. From Binary to Hummingbird
  • 12. What is Hummingbird? • Launched in 2013 as an engine overhaul • Applied context to single and successive searches • Historical • Geographic • Authenticated • Strived to be conversational
  • 13. Google’s Goals for Deep Learning Google’s Dilemma: • Cannot write algorithms for each task we want to accomplish separately • Need to write general algorithms that learn from observations From Jeff Dean’s keynote, “Large Scale Deep Learning” http://static.googleusercontent.com/media/research.google.com/en//people/jeff/CIKM-keynote-Nov2014.pdf
  • 14. Search Experience Optimization How You Think About SEO Matters!
  • 15. Old Definition Search Engine Optimization • Focus on optimizing for the engine • Chasing the algorithm • Tactical • Ignores new developments
  • 16. NEW Definition Search Experience Optimization • End-user focused • A holistic marketing approach • Includes all TYPES of search experiences – present and future
  • 17. Hierarchy of the Search Experience  Usability Is your site fast, responsive, engaging, shareable, crawlable, and indexable? 01  Relevance You establish relevance with great content that inspires, educates, informs, and entertains. 02  Authority Earned links, company online reputation, article references, citations, co-citations, etc. 03
  • 18. Second Poll of the Day How do you think about SEO in your business? A. I want to build a lasting relationship with my users B. Users bring money. I like money. C. SEO is just one channel of many D. I like to buy links and spam sites E. I have no strong opinions about SEO
  • 19. How RankBrain Impacts SEO Current Implementations and Future Goals
  • 20. Deep Learning – Google Photos
  • 21. How RankBrain is Evolving Single Algorithm – All Users, All Types Algorithm for Each Type of Query Algorithm for Each User
  • 22. Local Listings – Old Format
  • 23. Local Listings – New Intent Focus
  • 24. By the numbers >93%In #1 position
  • 26. Local Listings – New Format
  • 29. Third Poll of the Day How have Google’s SERP changes in 2015 affected you? A. I’ve benefited from the Local 3-pack B. I’ve been negatively impacted by Local 3-pack C. I’ve benefited from Knowledge Graph Answers D. I’ve gained/lost traffic this year and don’t know why E. I don’t know/Other
  • 30. [Insert Your Name]’s 2016 SEO Roadmap Top Technical and Content Priorities for the New Year
  • 31. Elements of a Successful 2016 Roadmap Own Your Search Experience 1. The 7-Step Roadmap 2. Build the Team 3. Re-align Your Metrics 4. Test, Test, Test
  • 32. The 7-Step Roadmap for 2016 1. Architecture Issues 2. Indexing Issues 3. Audience and Market Size evaluation (Topic development) 4. Audience segmentation (Topic management) 5. Content Mapping 6. Content Optimization 7. Links (External, Internal & Social) Usability Relevance Authority
  • 34. Keyword Intelligence – Tap Into Conversations
  • 35. Build the Team - Democratizing SEO
  • 36. Re-Align Your Metrics • What is your site’s “stickiness” factor? • Important Factors to Consider • CTR • Bounce Rate • Navigation pathway • Engagement • Conversion Rate
  • 37. Test, Test, Test Test EvaluateImplement Hypothesis • How do successful sites do this? • What is the best approach to testing? • Where can I get more information?
  • 38. Conclusion Final Thoughts from Mitul and Keith @keithgoode @mgandhi