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GOOGLE’S AI IS SMARTER
THAN YOU: 

WHAT DOES THAT MEAN FOR
GOOGLE ADS AND SEO?
D A N I E L
R U S S E L L
@dnlRussell
I’M A LAWYER
@dnlRussell
George Mason
University
School of Law
@dnlRussell
Antonin Scalia
School of Law
@dnlRussell
George Mason
University
School of Law
@dnlRussell
GMU Law
@dnlRussell
Antonin Scalia
School of Law
@dnlRussell
ASS Law
@dnlRussell
Antonin Scalia
School of Law
@dnlRussell
Antonin Scalia
School of Law
A
S

S

O

L
@dnlRussell
Antonin Scalia
Law School
A
S

L

S
@dnlRussell
MASON LAW
@dnlRussell
WHAT IS
ARTIFICIAL
INTELLIGENCE?
@dnlRussell
QUICK
HISTORY
@dnlRussell
PONG
@dnlRussell
@dnlRussell
CHESS
@dnlRussell
EXPERT SYSTEMS
Complex implementation of exhaustive rules
intended to approximate intelligent behavior
/ex·pert sys·tem/
@dnlRussell
HALO
@dnlRussell
GO
@dnlRussell
ARTIFICIAL
INTELLIGENCE
The ability of a computer system to deal with
ambiguity
/ar·ti·fi·cial in·tel·li·gence/
WE USE AI EVERYDAY
@dnlRussell
ARTIFICIAL
INTELLIGENCE
IN SEARCH
ENGINES
@dnlRussell
AUTOCOMPLETE
@dnlRussell
LOCAL SEARCH
@dnlRussell
ANSWER BOX
@dnlRussell
@dnlRussell
ARTIFICIAL
INTELLIGENCE
The ability of a computer system to deal with
ambiguity, by making predictions using
previously gathered data, and learning from
errors in those predictions
/ar·ti·fi·cial in·tel·li·gence/
@dnlRussell
GOOD MORNING? AI
@dnlRussell
Credit: Simone Giertz
ARTIFICIAL
INTELLIGENCE
IN GOOGLE ADS
@dnlRussell
AD RANK
@dnlRussell
1
2
3
4
QUALITY SCORE
@dnlRussell
@dnlRussell
RECAP
Expert Systems - use rules to approximate intelligence.
“Dumb A.I.”
Artificial Intelligence - system navigates ambiguity by
learning from data. “Smartish A.I.”
Massive amounts of code
Google has tons of A.I. driving search and ads
5 PATENTS
@dnlRussell
RESOLVING PRONOUN
AMBIGUITY IN VOICE
QUERIES
PATENT 01
@dnlRussell
Voice search - it’s
gonna be big!
Stressed queries
and stressed cores
What is his name?
@dnlRussell
PHRASE-BASED QUERIES
@dnlRussell
NaturalLanguage%ofQueries
0
17.5
35
52.5
70
Year
1995 2005 2010 2015 2020
Search starts
Google has trained 

us to use keywords
Voice search becomes 

more prevalent
NATURAL LANGUAGE
SEARCH RESULTS FOR
INTENT QUERIES
PATENT 02
@dnlRussell
You speak different
than you type
Natural language
queries started
high, went down,
and are coming
back
Likely drawing from
Google Assistant
learnings
@dnlRussell
SEMANTIC GEOTOKENS
PATENT 03
@dnlRussell
Nearby locations
now included! No
more crazy location
lists
On page text and
anchor text for
inbound links come
together for more
accurate results
IP address still
valuable
Aa
@dnlRussell
SYSTEM AND METHOD FOR
ENHANCING USER SEARCH
RESULTS BY DETERMINING A
TELEVISION PROGRAM CURRENTLY
BEING DISPLAYED IN PROXIMITY
TO AN ELECTRONIC DEVICE
PATENT 04
@dnlRussell
@dnlRussell
Creepy? Yes… Increased
application
functions
This is to make the
$$$$
@dnlRussell
@dnlRussell
THIS COULD MEAN…
๏ Optimize for popular TV shows and major ad campaigns
๏ Separate in-home vs. out-of-home ad groups (like mobile
vs. desktop customization)
RANKING QUERY
RESULTS USING
BIOMETRIC PARAMETERS
PATENT 05
@dnlRussell
@dnlRussell
Google might look
at your face?
Front-facing
cameras required
Camera-in-use
notification?
Hopefully…
@dnlRussell
@dnlRussell
THIS COULD MEAN…
๏ Color schemes have to be part of your SEO/SEM strategy
๏ Shrinking attention spans have more of an impact
WHERE TO
FIND NEW
PATENTS?
@dnlRussell
patft.uspto.gov
@dnlRussell
patft.uspto.gov
@dnlRussell
patft.uspto.gov
@dnlRussell
@dnlRussell
NEW PATENTS
Every Monday evening or 

Tuesday morning (even on Holidays)
HOW DO YOU
KNOW A
PATENT HAS
BEEN APPLIED?
@dnlRussell
DATA!!!
@dnlRussell
@dnlRussell
VERIFIED
๏ Answer boxes begin rolling out (#1 position sees 15%
avg. traffic drop — now roughly position #2 equivalent)
๏ Natural language improvements (voice search users
perform 43% of searches at home)
@dnlRussell
RECAP
Ambiguity!
Patents = preparedness
PATFT.USTO.GOV
Verify with data
Thank You!
@dnlRussell
daniel@gofishdigital.com

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