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LOG FILE ANALYSIS
5 CRITICAL TECH SEO QUESTIONS
YOUR LOGS CAN ANSWER
#BrightonSEO | @SearchMATH
#BrightonSEO
As used by…
About Botify
Here’s the problem…
> Google doesn’t crawl every page of your website
>> If a page isn’t crawled it won’t be indexed
>>> If a page isn’t indexed, it won’t make you money
Identify Desired
Outcomes and
Objectives
Information
Gathering
Action Planning
Implementation
and Review
New Initiative Planning Process
This presentation will focus on
the “Information Gathering”
stage of the process.
Identify Desired
Outcomes and
Objectives
Information
Gathering
Action Planning
Implementation
and Review
New Initiative Planning Process
Dawn Anderson’s slide-deck “BRINGING IN THE
FAMILY DURING CRAWLING” is an insightful guide to
help you identify crawl budget opportunities. Dawn
also suggests powerful actions you should explore.
Log File 101
Hypertext Transfer Protocol (HTTP)
Client
Server
HTTP Request
GET /index.html HTTP/1.1
Host: www.exampleshop.com
User-Agent: Mozilla 5.0
HTTP Response
HTTP/1.1 200 OK
Date: Mon, 11 Jul 2016 08:06:45 GMT
Server: Apache/1.3.27 (Unix) (Red-Hat/Linux)
Last-Modified: Wed, 04 Feb 2016 23:11:55 GMT
Etag: “3f84f-1b9-3elcd16b”
Accept-Ranges: bytes Content-Length: 458
Connection: close
Content-Type: text/html; charset=UTF-8
Fig 1: HTTP Client/Server Communication
This is a standard HTTP/1.1 exchange between Client (e.g. Browser or Googlebot) & your Server.
Server Log Files
Server
188.65.114.122 - -
[19/Jul/2016:08:07:05 -0400]
"GET
/women/shoes/ converse14579/ HTTP/1.1"
200 "-"
"Mozilla/5.0 (compatible; Googlebot/2.1;
+http://www.google.com/bot.html)"
charset=UTF-8
Server IP
Timestamp (date & time)
Method (GET / POST)
Request URI
HTTP status code
User-agent
Fig 2: Example Server Output
WHO’S REQUESTING? | WHEN?
| HOW?
WHAT FILE?
SERVER RESPONSE Server Logs are the SINGLE SOURCE OF TRUTH
when it comes to seeing how search engines, such as Googlebot, assess your
website.
Your webserver keeps a file of every hit the server receives during the exchange on the previous slide. Your very own data treasure
chest.
“[Cleanup your architecture because] we get lost crawling unnecessary URLs and we might not be able to crawl and index your
new and updated content as quickly as we would otherwise… There are a number of crawlers you can use to crawl your website
on your own, to run across your website.” Google Webmaster Central office hours hangout, 16 Oct 2015
@JohnMu
Crawl your website
with a
THIRD-PARTY
CRAWLER
@JohnMu
Conduct
LOG FILE
ANALYSIS
How does Log Files Analysis differ to Web
Crawl Analysis?
Home
Category
Subcategory
Detail
Web Crawl
Systematically fetch, retrieve, and validate the HTML on every page of your website to simulate
Googlebot’s/Bingbot’s analysis of your pages
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Let’s consider how the information is collected…
This is great for optimising
your HTML code and helps
you try and produce a best in
class website.
But that’s not how search engines operate and crawling alone lacks the evidence to
back up your strategy.
For example, Googlebot might enter through a popular category and crawl the same
pages time after time. Search Console won’t tell you this and neither does simulating a
crawl from your homepage.
So, you need to crawl your architecture and compare the data to Google’s activity (via
your log files) to gain an insight into how you’ll get more of your money making pages
crawled and indexed.
What barriers do people face when trying to study this vital information?
• Access to Server Logs
• File Sizes
• Misplacing trust in Search Console
• Time required to process the data
But I don’t think you should be deterred and here’s why…
Accessing your logs is simpler than you think.
Your organisation is probably already using them.
Common Log Analysis use cases for eCommerce organisations include:
>> Application Management
>> Access Management
>> Network Forensics
>> Compliance
Popular products used by Applications and Security teams at major Enterprise
companies include: LogRhythm, Loggly, and Splunk.
Splunk (a log file storage and processing company): Market Cap $8.6bn, 11,000 Customers
http://www.slideshare.net/Splunk/splunklive-london-john-lewis
This is a picture from a presentation I watched at SplunkLive in London 2016. John Lewis visualise their operational
intelligence from log files. You can get your logs!!
It’s true that the volume of data involved can make working
with the files prohibitive.
For example, if a site receives 50,000 visitors a day browsing
an average of 5 pages per session, that’s 250,000 log entries
per day for the HTML
7.5M entries per month
Now add 10 assets requested from the server for each page:
75,000,000 lines in your Log Files per month
SEOs regularly monitor and trend site architecture data (HTTP codes,
etc.) in third-party apps
but it’s not possible to scrutinise Search Console’s crawling and
indexing charts, but you really should.
So, how is engineering helping us overcome these barriers and
expand our knowledge?
>>> Secure File Transfer Protocol (SFTP)
>>> Storing and trending Log Data thanks to cloud services
>>> Processing Automation (saving TIME)
>>> Diffing Log Data with Simulated Crawl
Data for greater insights
Let’s move onto the questions I think you
should be looking to answer.
What are the typical questions SEOs
try and answer with Log Analysis?
• Where do I have accessibility errors?
• Which pages are being spidered most frequently?
• Is spammer activity proving detrimental to performance?
• Which pages haven’t been crawled by search engines?
And these are all very valid and helpful but I suggest looking at the next list too…
# 5 Critical Questions / KPIs Score
1 What is my ‘Crawl Ratio’?
2 What percentage of my compliant pages (2xx & unique) will Google crawl each month?
3 How deep will Google crawl into my site architecture?
4 What does Google consider to be my Top, Middle and Long Tail pages?
5 What is my ‘Crawl Window’ score?
HOW MANY MORE PAGES NOW HAVE THE POTENTIAL TO MAKE US MONEY?
(THANKS TO MY EFFORTS OVER THE PAST 30 DAYS?)
INDE
X
Crawl Definition Score
Crawl Rate requests per second Googlebot makes to your site when it is crawling it
Crawl Budget the maximum number of pages that Google crawls on a website
Crawl Frequency
program determining which sites to crawl, how often, and how many pages
to fetch from each site
Crawl Rank
the frequency a page is crawled compared with the ranking position of that
page
Crawl Space the totality of possible URLs for a website
Crawl Ratio the percentage of my website structure Google is crawling every 30 days
Crawl Window
the percentage of the compliant (unique & 200) pages on my website Google
usually crawls in a 14 day period
I’ve mentioned a few terms you might not be familiar with so here’s a list of old friends with a couple of new additions.
Critical Question 1 – What is my ‘Crawl
Ratio’?
Crawl Ratio: the percentage of my website structure
Google is crawling every 30 days
Total Pages in the website structure crawled by Google in 30
days
Total Pages in the website structure
x100
Organic Growth Opportunities
Lifestyle
Publisher
Business Equipment Retail Real Estate
Classified
The Venn diagram clearly illustrates the mis-match between the URLs you hope Google is looking at with the
accurate picture from your server logs.
Critical Question 2
What percentage of my compliant pages (200
& unique) will Google crawl each month?
% of key pages crawled
Total Compliant Pages Crawled By Google in 30 days
Total Compliant Pages in the website structure
x100
%
Potential
Lifestyle
Publisher
76.4%
Business Equipment Retail
92.2%
Real Estate
Classified
42%
These examples reflect just how varied Google’s crawling of compliant pages can be.
Organic Growth Measure
Critical Question 3 – how deep will Google
crawl into my website architecture?
What depths will Google plunge?
Lifestyle
Publisher
Business Equipment Retail Real Estate
Classified
This chart indicates the correlation between the depth of your content and Google’s crawling activity
Lifestyle
Publisher
Business Equipment Retail Real Estate
Classified
This chart indicates Google's crawl rate (URL crawled or not by any bot)
by Internal Pagerank
How can I more effectively use Pagerank to increase
visibility?
Critical Question 4 – what does Google
consider to be my Top, Middle and Long Tail
pages?
This graph details visits frequency from Google search result pages for
all URLs analysed by the crawler: how often URLs get organic visits
from Google
Lifestyle
Publisher
Business Equipment Retail Real Estate
Classified
Then compare Organic Traffic with a measure of how often URLs are crawled by any Google bot.
Increase your Middle Tail
Lifestyle
Publisher
Business Equipment Retail Real Estate
Classified
Critical Question 5 – what is my ‘Crawl
Window’?
Crawl Window: the percentage of my compliant URLs
Google usually crawls in a 14 day period*
When a change appears on the website, either voluntary or involuntary, understanding your Crawl Window value will help you know precisely
how long it will take to identify a positive/negative impact.
*This is a simplified calculation of Botify’s Crawl Window metric.
Real Estate
Classified
25.5%
Business Equipment Retail
80.8%
Lifestyle
Publisher
66.3%
# 5 Critical Questions / KPIs Score
1 What is my ‘Crawl Ratio’?
2 What percentage of my compliant pages (2xx & unique) will Google crawl each month?
3 How deep will Google crawl into my site architecture?
4 What does Google consider to be my Top, Middle and Long Tail pages?
5 What is my ‘Crawl Window’ score?
HOW MANY MORE PAGES NOW HAVE THE POTENTIAL TO MAKE US MONEY?
(THANKS TO MY EFFORTS OVER THE PAST 30 DAYS?)
INDE
X
You might find this checklist helpful.
THANK YOU!
Take a Free Trial via www.botify.com
#BrightonSEO | @SearchMATH

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  • 1. LOG FILE ANALYSIS 5 CRITICAL TECH SEO QUESTIONS YOUR LOGS CAN ANSWER #BrightonSEO | @SearchMATH
  • 3. Here’s the problem… > Google doesn’t crawl every page of your website >> If a page isn’t crawled it won’t be indexed >>> If a page isn’t indexed, it won’t make you money
  • 4. Identify Desired Outcomes and Objectives Information Gathering Action Planning Implementation and Review New Initiative Planning Process This presentation will focus on the “Information Gathering” stage of the process.
  • 5. Identify Desired Outcomes and Objectives Information Gathering Action Planning Implementation and Review New Initiative Planning Process Dawn Anderson’s slide-deck “BRINGING IN THE FAMILY DURING CRAWLING” is an insightful guide to help you identify crawl budget opportunities. Dawn also suggests powerful actions you should explore.
  • 7. Hypertext Transfer Protocol (HTTP) Client Server HTTP Request GET /index.html HTTP/1.1 Host: www.exampleshop.com User-Agent: Mozilla 5.0 HTTP Response HTTP/1.1 200 OK Date: Mon, 11 Jul 2016 08:06:45 GMT Server: Apache/1.3.27 (Unix) (Red-Hat/Linux) Last-Modified: Wed, 04 Feb 2016 23:11:55 GMT Etag: “3f84f-1b9-3elcd16b” Accept-Ranges: bytes Content-Length: 458 Connection: close Content-Type: text/html; charset=UTF-8 Fig 1: HTTP Client/Server Communication This is a standard HTTP/1.1 exchange between Client (e.g. Browser or Googlebot) & your Server.
  • 8. Server Log Files Server 188.65.114.122 - - [19/Jul/2016:08:07:05 -0400] "GET /women/shoes/ converse14579/ HTTP/1.1" 200 "-" "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)" charset=UTF-8 Server IP Timestamp (date & time) Method (GET / POST) Request URI HTTP status code User-agent Fig 2: Example Server Output WHO’S REQUESTING? | WHEN? | HOW? WHAT FILE? SERVER RESPONSE Server Logs are the SINGLE SOURCE OF TRUTH when it comes to seeing how search engines, such as Googlebot, assess your website. Your webserver keeps a file of every hit the server receives during the exchange on the previous slide. Your very own data treasure chest.
  • 9. “[Cleanup your architecture because] we get lost crawling unnecessary URLs and we might not be able to crawl and index your new and updated content as quickly as we would otherwise… There are a number of crawlers you can use to crawl your website on your own, to run across your website.” Google Webmaster Central office hours hangout, 16 Oct 2015 @JohnMu Crawl your website with a THIRD-PARTY CRAWLER @JohnMu Conduct LOG FILE ANALYSIS
  • 10. How does Log Files Analysis differ to Web Crawl Analysis?
  • 11. Home Category Subcategory Detail Web Crawl Systematically fetch, retrieve, and validate the HTML on every page of your website to simulate Googlebot’s/Bingbot’s analysis of your pages _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ _____ ______________ ______________ ______________ ______________ Let’s consider how the information is collected… This is great for optimising your HTML code and helps you try and produce a best in class website.
  • 12. But that’s not how search engines operate and crawling alone lacks the evidence to back up your strategy. For example, Googlebot might enter through a popular category and crawl the same pages time after time. Search Console won’t tell you this and neither does simulating a crawl from your homepage. So, you need to crawl your architecture and compare the data to Google’s activity (via your log files) to gain an insight into how you’ll get more of your money making pages crawled and indexed.
  • 13. What barriers do people face when trying to study this vital information? • Access to Server Logs • File Sizes • Misplacing trust in Search Console • Time required to process the data But I don’t think you should be deterred and here’s why…
  • 14. Accessing your logs is simpler than you think. Your organisation is probably already using them. Common Log Analysis use cases for eCommerce organisations include: >> Application Management >> Access Management >> Network Forensics >> Compliance Popular products used by Applications and Security teams at major Enterprise companies include: LogRhythm, Loggly, and Splunk.
  • 15. Splunk (a log file storage and processing company): Market Cap $8.6bn, 11,000 Customers
  • 16. http://www.slideshare.net/Splunk/splunklive-london-john-lewis This is a picture from a presentation I watched at SplunkLive in London 2016. John Lewis visualise their operational intelligence from log files. You can get your logs!!
  • 17. It’s true that the volume of data involved can make working with the files prohibitive. For example, if a site receives 50,000 visitors a day browsing an average of 5 pages per session, that’s 250,000 log entries per day for the HTML 7.5M entries per month Now add 10 assets requested from the server for each page: 75,000,000 lines in your Log Files per month
  • 18. SEOs regularly monitor and trend site architecture data (HTTP codes, etc.) in third-party apps but it’s not possible to scrutinise Search Console’s crawling and indexing charts, but you really should.
  • 19. So, how is engineering helping us overcome these barriers and expand our knowledge? >>> Secure File Transfer Protocol (SFTP) >>> Storing and trending Log Data thanks to cloud services >>> Processing Automation (saving TIME) >>> Diffing Log Data with Simulated Crawl Data for greater insights
  • 20. Let’s move onto the questions I think you should be looking to answer.
  • 21. What are the typical questions SEOs try and answer with Log Analysis? • Where do I have accessibility errors? • Which pages are being spidered most frequently? • Is spammer activity proving detrimental to performance? • Which pages haven’t been crawled by search engines? And these are all very valid and helpful but I suggest looking at the next list too…
  • 22. # 5 Critical Questions / KPIs Score 1 What is my ‘Crawl Ratio’? 2 What percentage of my compliant pages (2xx & unique) will Google crawl each month? 3 How deep will Google crawl into my site architecture? 4 What does Google consider to be my Top, Middle and Long Tail pages? 5 What is my ‘Crawl Window’ score? HOW MANY MORE PAGES NOW HAVE THE POTENTIAL TO MAKE US MONEY? (THANKS TO MY EFFORTS OVER THE PAST 30 DAYS?) INDE X
  • 23. Crawl Definition Score Crawl Rate requests per second Googlebot makes to your site when it is crawling it Crawl Budget the maximum number of pages that Google crawls on a website Crawl Frequency program determining which sites to crawl, how often, and how many pages to fetch from each site Crawl Rank the frequency a page is crawled compared with the ranking position of that page Crawl Space the totality of possible URLs for a website Crawl Ratio the percentage of my website structure Google is crawling every 30 days Crawl Window the percentage of the compliant (unique & 200) pages on my website Google usually crawls in a 14 day period I’ve mentioned a few terms you might not be familiar with so here’s a list of old friends with a couple of new additions.
  • 24. Critical Question 1 – What is my ‘Crawl Ratio’?
  • 25. Crawl Ratio: the percentage of my website structure Google is crawling every 30 days Total Pages in the website structure crawled by Google in 30 days Total Pages in the website structure x100
  • 26. Organic Growth Opportunities Lifestyle Publisher Business Equipment Retail Real Estate Classified The Venn diagram clearly illustrates the mis-match between the URLs you hope Google is looking at with the accurate picture from your server logs.
  • 27. Critical Question 2 What percentage of my compliant pages (200 & unique) will Google crawl each month?
  • 28. % of key pages crawled Total Compliant Pages Crawled By Google in 30 days Total Compliant Pages in the website structure x100 % Potential
  • 29. Lifestyle Publisher 76.4% Business Equipment Retail 92.2% Real Estate Classified 42% These examples reflect just how varied Google’s crawling of compliant pages can be. Organic Growth Measure
  • 30. Critical Question 3 – how deep will Google crawl into my website architecture?
  • 31. What depths will Google plunge? Lifestyle Publisher Business Equipment Retail Real Estate Classified This chart indicates the correlation between the depth of your content and Google’s crawling activity
  • 32. Lifestyle Publisher Business Equipment Retail Real Estate Classified This chart indicates Google's crawl rate (URL crawled or not by any bot) by Internal Pagerank How can I more effectively use Pagerank to increase visibility?
  • 33. Critical Question 4 – what does Google consider to be my Top, Middle and Long Tail pages?
  • 34. This graph details visits frequency from Google search result pages for all URLs analysed by the crawler: how often URLs get organic visits from Google Lifestyle Publisher Business Equipment Retail Real Estate Classified
  • 35. Then compare Organic Traffic with a measure of how often URLs are crawled by any Google bot. Increase your Middle Tail Lifestyle Publisher Business Equipment Retail Real Estate Classified
  • 36. Critical Question 5 – what is my ‘Crawl Window’?
  • 37. Crawl Window: the percentage of my compliant URLs Google usually crawls in a 14 day period* When a change appears on the website, either voluntary or involuntary, understanding your Crawl Window value will help you know precisely how long it will take to identify a positive/negative impact. *This is a simplified calculation of Botify’s Crawl Window metric. Real Estate Classified 25.5% Business Equipment Retail 80.8% Lifestyle Publisher 66.3%
  • 38. # 5 Critical Questions / KPIs Score 1 What is my ‘Crawl Ratio’? 2 What percentage of my compliant pages (2xx & unique) will Google crawl each month? 3 How deep will Google crawl into my site architecture? 4 What does Google consider to be my Top, Middle and Long Tail pages? 5 What is my ‘Crawl Window’ score? HOW MANY MORE PAGES NOW HAVE THE POTENTIAL TO MAKE US MONEY? (THANKS TO MY EFFORTS OVER THE PAST 30 DAYS?) INDE X You might find this checklist helpful.
  • 39. THANK YOU! Take a Free Trial via www.botify.com #BrightonSEO | @SearchMATH