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HOW TO CRAWL
YOUR WAY INTO
RANKING WITH
INDEXABLE
CONTENT
HOPEFULLY
WE’LL COVER
THE LESS
OBVIOUS
BUT HERE’S A
STATEMENT OF THE
OBVIOUS
INDEXING
DOES NOT
GUARANTEE
RANKING
BUT NOT
GETTING INDEXED
DOES GUARANTEE
NOT RANKING
TO GET
INDEXED
URLS
MUST BE
CRAWLED
BUT…
THERE’S A
LOT TO
CRAWL OUT
THERE
AND SEARCH ENGINE RESOURCES
ARE NOT FINITE
There are considerations
FINANCIAL EXPENSE ENVIRONMENTAL
EXPENSE
COMPUTATIONAL
EXPENSE
EFFICIENCY VERSUS
EFFECTIVENESS
CONSIDERATIONS IMPACT THE
WHOLE SEARCH PIPELINE
MULTI-STAGE
RETRIEVAL & RANKING
Multi
Stage
Retrieval
& Ranking
Fetch initial set of x
documents above x quality
/ relevance threshold
Refine for fine tuning a
top-k set of results from
initial fetch
BUT…
EVEN IF
THEY HAD
INFINITE
RESOURCES
WHY STOCK
YOUR SHELVES
WITH THINGS
NO-ONE
WANTS?
DEMAND
(QUERY)
DRIVEN
CRAWLING &
INDEXING
DYNAMIC
INDEX
CONTRACTS &
SWELLS
NOT ONLY IS
CONTENT
CHANGING BUT
QUERY INTENT
& DEMAND IS
TOO
‘QUERY
INTENT SHIFT’
‘PROBABLY’
IMPACT
CRAWLING &
INDEXING?
SO IS THAT URL WORTH IT?
THERE
MUST BE
A SYSTEM
CRAWL
SCHEDULING
THERE WILL
BE QUEUES
THERE WILL
BE
THRESHOLDS
TIERS
Crawl Scheduling / Process
The Frontier
(Discovery)
URL
extraction
Render
queueing
Indexing
Refresh
BUT WHICH
URLS
SHOULD BE
FIRST?
NOT EVERYONE CAN GET THROUGH
A DOOR AT THE SAME TIME
PRIORITIES
CRAWLING IS
MOSTLY
DRIVEN BY
IMPORTANCE
HOW TO
DETERMINE
IMPORTANCE
THOUGH…
Priorities
Not all content is equally important
Not all content changes frequently
Not all change is substantively important
Resources are not finite (although extensive)
The amount of content available continues to grow
Two primary ‘notions’
Demand Safe crawling
SEARCH ENGINES
‘PROBABLY’ STOCK
THEIR SHELVES
WITH CONTENT
PEOPLE WANT
CRAWLING POLITENESS –
NEVER DAMAGE THE HOST
CRAWL
BUDGET
IT'S A MADE-
UP PHRASE
NOT USED BY
ENGINEERS
Zipfian
Distributions
A few URLs will be very, very popular
Be
Most URLs will be rarely visited
Be
A few URLs will be linked to hugely
Be
Most URLs will have few or no links
Have
IMPORTANCE & POWER
LAW DISTRIBUTION
BREADTH-FIRST
CRAWLING
GOING WIDE RATHER THAN DEEP
DEEPER PAGES
MAY BE LESS
IMPORTANT
Why
bother
crawling
down a
path?
Is it safe to do so (for the
site)?
Is there a good ‘yield’ of
informational value to be
gained?
REDUNDANCY
IN RESULTS
ARE A POOR
EXPERIENCE
CLUSTERS &
QUERY
CLUSTER
CANDIDATES
DUST DETECTION
URL PATTERN
‘PREDICTION’
IN CRAWLING
CRAWLING IS ALSO
DRIVEN BY CHANGE
FREQUENCY
‘Probably’
Supervised
Learning
Predicting value from patterns /
paths / site sections
Predicting change frequency
Predicting substantive change
frequency
HINTS &
PROBABILITY
DETERMINATION
DYNAMIC
INDEX
PRUNING
TO INDEX
SEARCH
ENGINES MUST
BE ‘AWARE’
DISCOVERY
‘THE FRONTIER’
MOSTLY BY
FOLLOWING LINKS OR
URL ‘PATTERNS’
NODES &
EDGES IN
DATA
STRUCTURES
Making content findable
Well
connected
XML sitemaps
Informative
intent &
query driven
internal
anchors
Strong
‘relatedness’
clustering
INDICATIONS IN URL / FILE NAMES
FEEDS &
APIS (E.G.
BING API)
MAKING SURE
CONTENT IS
CRAWLABLE &
RENDERABLE
TO INDEX
‘RENDERABLE’
CONTENT IS
OPTIMAL
WHY OPTIMAL
RATHER THAN
ESSENTIAL?
Search Engines May Still Index
Unrenderable Content
E.g. pages with
many links might
still get indexed
Pages blocked at
robots might
still get indexed
OVERALL
QUALITY
(WHOLE
SITE PIE)
FIXING GENERATIONAL
CRUFT
Improving Consistency
Cleaning up legacy cruft
Consistent internal linking
Consistent canonical tags
Inclusion in XML sitemaps
Growing confidence in canonicals amongst cluster candidates
CONFIDENCE IN
CLUSTER
REPRESENTATIONS
CONFIDENCE
IN
CANONICAL
SIGNALS
CONSISTENCY PROVIDES CLARITY
CONSISTENCY
GROWS
CONFIDENCE
CONSISTENCY IS KING
OVER TO
YOU JASON
& FABRICE

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