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#SEJSummit
@RyanJones
3 Takeaways
1. Focus On Searcher Intent
2. Don’t ask “how do I..” ask “what do they..”
3. Don’t React To Change, Leverage It
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
• Manager SEO & Analytics – SapientNitro
• 2006 Time Person of the Year
• Chief Evangelism Officer - WTFSEO.com
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Let’s Start At
The Beginning
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Early Search
Engines
Focused on
Keywords on the
page.
20 years later,
we still think like
this
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Then Google
and PageRank
Came
Around…..
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
…..So SEO
Became This
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
The Customer Journey Is Evolving
Old Model New Model
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Our Understanding Has Increased
#SEJSummit
@RyanJones
META
Keywords
Directories
Words On
Pages
Links
Other Shit Not Relevant
To This Presentation
Search Is Evolving Too
Machine Learning
Entities
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
What is Machine Learning?
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
How Does A Neural Net Work?
x
y
z
Bias
W1
W2
W3
W4
F(x)Hidden layer
#SEJSummit
@RyanJones
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Neural Networks Are About Patterns
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Neural Networks
Rely On
Training Sets.
Which makes Me
Think Of…..
• Human Raters
• Live Experiments
• Panda
• Penguin
• Spam Reports
#SEJSummit
@RyanJones
It doesn’t matter
how it works.
It matters
what the
inputs are.
• Quality
• Relevance
• Trust
• Speed
• Etc.
#SEJSummit
@RyanJones
Go Read Eric Enge’s Post:
stonetemple.com/rankbrain-myth-busting/
Also AJ Kohn’s Post:
blindfiveyearold.com/rankbrain-survival-guide
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Word2Vec, Ngrams, & Query
Understanding In Action
#SEJSummit
@RyanJones
What RankBrain Does NOT Do
• Anything with links
• Penalize sites
• Change any ranking factors about your site.
Google never said it was a “ranking factor” they said it was the “3rd most important signal
contributing to results.”
That’s because RankBrain helps understand your query – and better decide what sites are
relevant.
#SEJSummit
@RyanJones
Crawling
•Discovery
•Finding Pages
Indexing
•Like a book. List of words on pages.
•Paragraph vectors, B+ trees, nofollow, canonical, etc.
Retrieval (relevance)
•How relevant is this to my query?
•Query Understanding, entities (is jaguar an animal or a car?)
Ranking (Post Retrieval)
•Order by pagerank desc limit 10
•Penalties, Speed, HTTPS, Mobile Friendly, etc.
How A
Search
Engine
Works
Note: Google
doesn’t separate
these. This is for
illustration
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
Let’s Talk
About
Retrieval &
Ranking
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
• 10 years ago we
talked about TF-
IDF
• Relevance was
measured against
the corpus of
results.
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
So Why
Wouldn’t
Other Factors
& Algorithms
Work This
Way?
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
“The Future Of Search Is
Verbs”
Bill Gates, 2009
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
Verbs = Intent
Words
On
Pages
I Want To…
Go somewhere
Do Something
Accomplish A
Task
#SEJSummit
@RyanJones
How We Search Changes
Photo Credit: Provided by the speaker
#SEJSummit
@RyanJones
And We Should
Leverage That
• HTTPS
• AMP
• Mobile Friendly
• Schema.org
#SEJSummit
@RyanJones
Why We Search Doesn’t Change
Stop trying to give
me words on a
page.
Give me a solution.
Help me accomplish
something.
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
How do we leverage that?
Stop Asking:
How Do I Rank For
“Keyword?”
What Tricks Can I Use?
Start Asking:
What Would People Search for
“Keyword” Find useful? What Are
They Trying To Do?
Then Build Something To Help
Them
#SEJSummit
@RyanJones
The Big
Secret?
If you’ve been doing
SEO right, machine
learning changes
nothing!
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
3 Takeaways
1. Focus On Searcher Intent
2. Don’t ask “how do I..” ask “what do they..”
3. Don’t React To Change, Leverage It
Photo Credit: Shutterstock.com
#SEJSummit
@RyanJones
Thank You!
@RyanJones
Linkedin.com/in/jonesy
Owdy.co/ryanjones
RyanMJones.com
Wtfseo.com
Publicis.sapient.com
Photo Credit: Shutterstock.com

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Ryan Jones of SapientNitro #SEJSummit: The Future is Today

Notas del editor

  1. Explain what machine learning is. Give definition examples: amazon/neftlix, google translate, self driving cars, watson. Deep learning. Connectionist.
  2. Bias
  3. Bias
  4. Bias
  5. Rankbrain decides which algorithms and factors apply to THIS set of results.
  6. Can no longer do regression analysis without the context of the search. Could the next penguin be comparing backlink profiles among similar sites?
  7. Give example of doing this. Example keyword