SlideShare a Scribd company logo
6-7, NOVEMBER 2019
Content in 3D:
Creating an entity-based
strategy
Jamie Alberico
Technical SEO Consultant,
Not a Robot
@jammer_voltswww.smxl.it #SMXL19
Content SEOs have
2 major challenges to
face in 2020
@jammer_voltswww.smxl.it #SMXL19
1. The continued rise of
zero-click SERPs
@jammer_voltswww.smxl.it #SMXL19
Source:HowMuchofGoogle’sSearchTrafficisLeftfor
AnyoneButThemselves?,RandFishkin,SparkToro
@jammer_voltswww.smxl.it #SMXL19
2. Increased ranking and
keyword volatility
@jammer_voltswww.smxl.it #SMXL19
Source:HowOftenDoesGoogleUpdateItsAlgorithm?,Dr.Pete,Moz
@jammer_voltswww.smxl.it #SMXL19
You could continue to
analyze keywords and
competitors
@jammer_voltswww.smxl.it #SMXL19
Chasing keywords
and retro engineering
competitors is
exhausting.
@jammer_voltswww.smxl.it #SMXL19
You’re always chasing users all
over the place.
9@jammer_voltswww.smxl.it #SMXL19
@jammer_voltswww.smxl.it #SMXL19
Keywords are a byproduct of
human intent, capturing a
momentary human
relationship to an object,
person, group, or location.
@jammer_voltswww.smxl.it #SMXL19
Keywords shift as our
understanding and
relationship to entities.
@jammer_voltswww.smxl.it #SMXL19
Conversion
Consideration
Interest
Awareness
tutorial
what is
who
guide
learn
tips
idea
example
[product name]
[service name]
[brand name]
review
top
product attribute
review
comparison
best
order
coupon
buy
price
[store name]
[city name]
vs
Language and the
buyer’s journey
@jammer_voltswww.smxl.it #SMXL19
Unique user the same
thing in
very different ways
@jammer_voltswww.smxl.it #SMXL19
Source:JasonKessler/scattertext,Github
@jammer_voltswww.smxl.it #SMXL19
Geographic region,
culture, age, and many
other factors impact the
language we use
@jammer_voltswww.smxl.it #SMXL19
What do you call a sweet,
carbonated drink?
Source:SodavsPopwithTwitter,EdwinChen
@jammer_voltswww.smxl.it #SMXL19
For SEO in 2020,
keywords are past tense
@jammer_voltswww.smxl.it #SMXL19
character sheet
onlinemovie
b series m
odules
arcade game
m
ake a character basic rules
campaign
bard
essentials kit
monster manual
explained
for dummies
groups near me
kickstarter
forbeginners
dice
name generator
stranger things
xboxone
how
to
play
whatis
m
inifigs
w
izards
of the
coast
art
criticalrole
dnd5e
what kind of game
dungeon
m
aster
how to introduce new players
gravecleric
d&dhistory
fam
ous people who
play d&d
d and d game levels
collectors series dnd minis
what type of gam
e is
how to get into d&d
5ebooklist
adventurers league news
dungeons and dragons wikipediahow to do dnd rolls
when was dungeons and dragons made
beatles playing d&d
whatisneeded
introducingnewbiestodnd
paintedminiatures
d&d 101 help
dragon and dungeons companion
officialsite
cheap5ed&dbooks
paladin minifigs
rules for m
y d&d group
rpg
charactersheetexample
beholder
twitch dnd stream
upcom
ingd&dbooks2019
rockgnome
wildshape
spellcasters
Language
orbits around
concepts
@jammer_voltswww.smxl.it #SMXL19
Keywords are artifacts of
something bigger.
@jammer_voltswww.smxl.it #SMXL19
character sheet
onlinemovie
b series m
odules
arcade game
m
ake a character basic rules
campaign
bard
essentials kit
monster manual
explained
for dummies
groups near me
kickstarter
forbeginners
dice
name generator
stranger things
xboxone
how
to
play
whatis
m
inifigs
w
izards
of the
coast
art
criticalrole
dnd5e
what kind of game
dungeon
m
aster
how to introduce new players
gravecleric
d&dhistory
fam
ous people who
play d&d
d and d game levels
collectors series dnd minis
what type of gam
e is
how to get into d&d
5ebooklist
adventurers league news
dungeons and dragons wikipediahow to do dnd rolls
when was dungeons and dragons made
beatles playing d&d
whatisneeded
introducingnewbiestodnd
paintedminiatures
d&d 101 help
dragon and dungeons companion
officialsite
cheap5ed&dbooks
paladin minifigs
rules for m
y d&d group
rpg
charactersheetexample
beholder
twitch dnd stream
upcom
ingd&dbooks2019
rockgnome
wildshape
spellcasters
Google tracks these concepts as
Entities
@jammer_voltswww.smxl.it #SMXL19
An Entity is
"A thing or concept
that is singular,
unique, well-defined
and distinguishable."
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
In 2016, Google
patented
Question answering
using entity
references in
unstructured data
@jammer_voltswww.smxl.it #SMXL19
Receive a query
Cause to be generated a plurality of search results based at least one part of
the query
Retrieve previously generated data comprising one more entity references.
associated with at least one search result
Rank the entity references .
Select an entity result from the entity references .
Provide an answer to the query based on the entity results .
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
Zero click queries are
being answered by
Google’s understanding
of Entities
@jammer_voltswww.smxl.it #SMXL19
Knowledge Cards
@jammer_voltswww.smxl.it #SMXL19
Answer Boxes
@jammer_voltswww.smxl.it #SMXL19
Voice Search
@jammer_voltswww.smxl.it #SMXL19
People Also Ask
@jammer_voltswww.smxl.it #SMXL19
SERP Tools
@jammer_voltswww.smxl.it #SMXL19
As user queries become
more unique, Google uses
entities to match user
intent to results
even when the keywords aren’t an exact match
@jammer_voltswww.smxl.it #SMXL19
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
How can we action this
into content strategy?
@jammer_voltswww.smxl.it #SMXL19
Work one entity at
a time
Step 1.
@jammer_voltswww.smxl.it #SMXL19
Google’s Entity Repo
@jammer_voltswww.smxl.it #SMXL19
70Million
items
Congratulations, 3,5-dimethyl-3H-pyrazole!
🎂
@jammer_voltswww.smxl.it #SMXL19
Items are used to
represent all the things
in human knowledge,
including topics,
concepts, and objects.
@jammer_voltswww.smxl.it #SMXL19
• Person Luca Guglielmi, Lizzo, Marisha Ray
• Organization Red Hat, Rainforest Trust
• Location Milan, NYC, Living Room
• Color Indigo, Cyan
• Day 6 September, Wednesday
• Concept Love, Mortality
• Topics 1988 Summer Olympics, Brexit
What can be an Entity
@jammer_voltswww.smxl.it #SMXL19
Find anything with a
simple site search
@jammer_voltswww.smxl.it #SMXL19
Protip
If you can’t find it on WikiData,
search Wikipedia.
The primary term is likely a
synonym
@jammer_voltswww.smxl.it #SMXL19
Each element on a page
establishes relationships
that make the item
• singular
• unique
• well-defined
• distinguishable.
@jammer_voltswww.smxl.it #SMXL19
7 Elements are Constant
1. ID
2. Label
3. Description
4. Aliases
5. Languages
6. Statements
7. Identifiers
1
6
7
5
2 3
4
@jammer_voltswww.smxl.it #SMXL19
2. Label
4. Aliases
1. ID
3. Description
@jammer_voltswww.smxl.it #SMXL19
Primary Keyword
Secondary Keywords
Disambiguation
Key to Scale
@jammer_voltswww.smxl.it #SMXL19
Download the full JSON file for the
entity by Inserting the ID (Q183513)in this
URL
https://www.wikidata.org/wiki/Special:EntityData/ID.json
to get the json version of any page
ID: Automate & Scale
@jammer_voltswww.smxl.it #SMXL19
Know your unique
value
Step 2.
Electronics
@jammer_voltswww.smxl.it #SMXL19
Your business is in a vertical.Tabletop
RoleplayingGames
Pug-themed
everything
Vintage
Apparel
@jammer_voltswww.smxl.it #SMXL19
It has unique business goals.Tabletop
RoleplayingGames
SaaS: Character/Campaign Management
Media: Streaming Sessions
Ecommerce: Sell Campaign Materials
@jammer_voltswww.smxl.it #SMXL19
Your perspective and knowledge that
makes you uniquely useful.
x
@jammer_voltswww.smxl.it #SMXL19
Identify the context
of your entity
Step 3.
@jammer_voltswww.smxl.it #SMXL19
In the real world, we have
things have parts and
attributes.
@jammer_voltswww.smxl.it #SMXL19
We can reasonably expect
cars to have wheels
@jammer_voltswww.smxl.it #SMXL19
Would you buy a wine
without a vintage?
@jammer_voltswww.smxl.it #SMXL19
Entities
have
facets
@jammer_voltswww.smxl.it #SMXL19
The more facets you cover,
the more authoritative you
are on the entity.
@jammer_voltswww.smxl.it #SMXL19
WikiData Statements are
contextual relationships
@jammer_voltswww.smxl.it #SMXL19
Statements
establish
relationships
between entities.
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
Google is heavily
invested in these
semantic relationships
@jammer_voltswww.smxl.it #SMXL19
Google Patent
WikiData
Semantic Dashboard
Source:DataDonation,WikiData
@jammer_voltswww.smxl.it #SMXL19
These relationships
are a quantifiable means
of measuring expertise
@jammer_voltswww.smxl.it #SMXL19
Statements are made of
Properties
• Properties establish relationships between items
• Used to group items together
• Create linked data structure
• Each property is also an item
• Prefixes will denote use
– P = Property
– C = Item
@jammer_voltswww.smxl.it #SMXL19
Each entity has a set of
properties
Tool:WikiDataPropertyExplorer
@jammer_voltswww.smxl.it #SMXL19
• said to be the same as (P460)
• different from (P1889) - (different from, but
sometimes confused with ...)
Properties compare items
Source:Wikidata:Identifiers,Wikidata
@jammer_voltswww.smxl.it #SMXL19
• part of (P361) - (section of .../ contained
within .../ pieces of ...)
• instance of (P31) - (is an example of ...)
• subclass of (P279) - (is a subset of ...)
Properties identify parts of
Source:Wikidata:Identifiers,Wikidata
@jammer_voltswww.smxl.it #SMXL19
• has part (P527) - (contains ...)
• has parts of the class (P2670) (has parts
that are instances of .../ some parts form
subclass of ...)
Properties identify
contained items
Source:Wikidata:Identifiers,Wikidata
@jammer_voltswww.smxl.it #SMXL19
Source:Towardauniversaldecoderoflinguistic
meaningfrombrainactivation
Map your entity’s
properties.
@jammer_voltswww.smxl.it #SMXL19
Spiral out method
1. Start with the core of the entity
2. Brief summarize all its main aspects briefly
3. Identify which facets/areas of knowledge in line with
your business perspective
4. Identify how these facets connect to other tangible
items related to your business offerings
@jammer_voltswww.smxl.it #SMXL19
Create content that
expresses
relationships
between entities
Step 4.
@jammer_voltswww.smxl.it #SMXL19
Combine entity statements with your
perspectiveTabletopGaming
Ecommerce
x
@jammer_voltswww.smxl.it #SMXL19
Ditch the feeling words
Mimic the same quantifiable objects and
relationships used by items and their
properties.
@jammer_voltswww.smxl.it #SMXL19
TabletopGaming
As [persona], I want to [task] in
order to [outcome].
"As an ecommerce site, I want to
create content about games you
can play with D20 dice sets in
order to generate interest in our
products."
Ecommerce
x
Practice by writing user stories
@jammer_voltswww.smxl.it #SMXL19
Queries have intent.
So should your content.
• Informational
• Location-based
• Transactional
@jammer_voltswww.smxl.it #SMXL19
TabletopGaming
Ecommerce
Content Topic:
"Tabletop games that
use d20"
Intent:
Informational
x
@jammer_voltswww.smxl.it #SMXL19
TabletopGaming
Ecommerce
x
Result: Position Zero & 1
@jammer_voltswww.smxl.it #SMXL19
Leverage the
authority of
identifiers for
research
Step 4.
@jammer_voltswww.smxl.it #SMXL19
Identifiers like
Quora topic,
subreddit, and
niche specific
IDs lead you to
what real
humans are
talking about.
https://tools.wmflabs.org/freebase/google/g/11c581wy7m
@jammer_voltswww.smxl.it #SMXL19
Google Knowledge Graph ID
• Type of property (P2671)
• identifier for Google Knowledge Graph API
• IDs start with “/g/”
• Older Freebase (deprecated) entries start with "/m/"
@jammer_voltswww.smxl.it #SMXL19
The Graph ID
value will take
you to a SERP
full of Google
Knowledge
Graph entries
See the SERP >> https://tools.wmflabs.org/freebase/google/g/11c581wy7m
@jammer_voltswww.smxl.it #SMXL19
Google Identifiers
Why research here? Because it’s pragmatic for Google to trust its own
datasets.
• Freebase ID (P646)
• Google News Topic ID (P5337)
• Google Doodle (P4431)
• Google+ ID (P2847)
• YouTube channel ID (P2397)
• Google Play Store app ID
(P3418)
• Twitter username (P2002)
• Facebook ID (P2013)
• Google Maps Customer ID
(P3749)
@jammer_voltswww.smxl.it #SMXL19
Google Identifiers
• Google Books ID (P675)
• Google Scholar author ID (P1960)
• Google Scholar paper ID (P4028)
• Google Play Store app ID (P3418)
• Google Arts & Culture asset ID (P4701)
• Google Play Movies & TV ID (P6562)
• Google Arts & Culture asset ID (P4701)
• Google Play Music artist ID (P4198)
• Google News publication ID (P6157)
@jammer_voltswww.smxl.it #SMXL19
Use outbound links
to trusted entity
references
Step 5.
@jammer_voltswww.smxl.it #SMXL19
Identifiers are trusted sources of truth
for information about the entity
@jammer_voltswww.smxl.it #SMXL19
Create outbound links to
trusted identifiers
nofollow is now a hint for crawling and index.
Coming March 2020, nofollow may be a ranking
hint.
Why? Because all links can be used to
establish context
@jammer_voltswww.smxl.it #SMXL19
Your Content
Trusted
Identifier
Entity
Outbound link establishes
connection to entity
Establishes facts about the
entity
@jammer_voltswww.smxl.it #SMXL19
When content is
connected to
entities, Google
can extract facts
(They’ve got the patent to prove it!)
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
Make and
contribute
resources to Wiki
sources
Step 6.
@jammer_voltswww.smxl.it #SMXL19
You’ve leveraged Wiki’s
Expertise and Trust.
@jammer_voltswww.smxl.it #SMXL19
Contribute to the Wiki
knowledge pool and
become the authority.
@jammer_voltswww.smxl.it #SMXL19
In WikiData’s Own Words
Source:Datadonation,WikiData
@jammer_voltswww.smxl.it #SMXL19
How to add data to Wikidata
1. Contact the Wikidata community describing what data
you have and would like to include in Wikidata.
2. Decide with the Wikidata community what data is
suitable to import.
3. Work with the Wikidata community to import the data
Source:Datadonation,WikiData
@jammer_voltswww.smxl.it #SMXL19
• Images
• Videos
• Audio
• Translations
• Accessible versions (ASL)
• Quotations
• Learning tools
• Textbooks & manuals
All contributions agree to Creative
Commons CC0 License
Do not start with your brand.
• Wikipedia
• Wiktionary
• Wikimedia Commons
• Wikidata
• Wikiquote
• Wikibooks
• Wikisource
• Wikispecies
• Wikinews
• Wikiversity
• Wikivoyage
• MediaWiki
Be factual. Earn trust.
Source:Questionansweringusingentityreferencesin
unstructureddata,GooglePatents
@jammer_voltswww.smxl.it #SMXL19
Step 7.
| ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄|
DON'T BE AFRAID
TO LEARN IN PUBLIC
|__________|
(__/) ||
(•ㅅ•) ||
/   づ
@jammer_voltswww.smxl.it #SMXL19
• Data Donation, Wikidata
• Wikidata:List of properties
• Wikidata pageview analysis
• Wikidata propbrowse
• Wikibase/DataModel/JSON
• Wikidata Property Explorer
• Question answering using entity
references in unstructured data,
Google Patents
• Method entities.search,
Knowledge Graph Search API,
Google Search
Resources
• What Are Entities & Why They
Matter for SEO, Dave Davies,
Search Engine Journal
• Beetlejuice's Guide to Entities
and the Future of SEO, Greg
Glifford
• Google Extracts Facts from the
Web to Provide Fact Answers, Bill
Slawski
• Google Gets Smarter with Named
Entities: Acquires MetaWeb, Bill
Slawski

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