We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Aggregating Tags
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > Aggregating Tags
Uncategorized

Aggregating Tags

Editor SDC
Editor SDC
7 Min Read
Aggregating Tags
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

One of the funnest parts of any web analytics role is instrumentation: the tagging of the various parts of the site (Whee.). While what I mention below may not have happened to me, every one of them has happened to someone I’ve worked with:

  • Having to tell one person that no, you can’t tag every AJAX event and URL link on the page, so pick the most important ones… while having someone tell you in the next meeting that “no, we don’t need any tracking on that page, no one goes there anyway.”
  • Discovering a major ad campaign is breaking in 24 hours and not only are the ads not tagged, but the landing pages aren’t, either.
  • Discovering that your tagging and cookie setup was designed for a different domain name, so all your stats have been beefing up the wrong section in your reports… and your cookies all appear to be 3rd party instead of 1st.
  • Etc… you probably have some horror stories not fit for this kind and proper audience.

Yes, QA can catch some of this, but with new pages and new capabilities (AJAX pages, iPhone apps, widgets and in-page apps, etc.) and a gazillion new tags (ad networks, ad validators, 3rd party trackers like ComScore, social tracking, buzz tracking, etc.) coming to the market, it’s harder and harder to keep track of it all.

There are a couple of ways people are attacking it. One is the “piggybacking” approach, where one of your tags is “1st call” and it cascades the call down to other tags. So, your page really has only that one tag, and you plop the other tags on a management page at that vendor’s site. Not bad, but each vendor likes to say “Oh, we can have other tags piggyback on us, but our tag has to be first call”. This, of course, is a Prisoner’s Dilemma, and so gets us nowhere.

Another are 3rd parties which try to help out with the problem. Maxamine, now part of Accenture, is one company which can help you validate, organize, and manage your instrumentation and tagging. On the other end of the “company size” spectrum, smaller players like TagMan act as neutral tag aggregators, letting you load all your tags with them and then controlling which fire when. And tools like WASP can help you go through your site to verify that the tags are at least present; your vendor may also have similar tools.

More Read

The Rise of the Intercloud
The Rise of the Intercloud
Maps are Just Another Element
SOA design patterns, explored in detail
The Data-Information Continuum
The Rise of Embedded BI

But I wanted to point your attention to an interesting new idea, one that the amazing John Graham-Cummings is working with. If his name rings a bell, it’s because he wrote one of the early and best antispam filters called POPFile that really leveraged Bayesian approaches to spamfighting. So, anything he chooses to spend time with is probably worth looking at.

One of his latest projects is working with the JSHub open source tag consolidator approach. The site is fine, but his blog explains it much better: What is JSHub?. Basically, since so much of the tagging experience is the same (use JS to create an image call with data in the query string), he proposes consolidating all that duplicative stuff and use a standard approach to defining what data you need. After all the data is somewhat consistent from tag to tag; it’s what each vendor can do with it which is their real story.

I look forward to more vendors joining up into this fully open approach to allow more tag consolidation. This will make it easier on both the sites and the users: Sites will have more control and management over the tag forests sprouting up, and users will have better experiences controlling what’s tracking them and having faster page load times.

Liam Clancy and Fiann O’Hagan have a good idea with JSHub, and I encourage all of us who have to deal with tags on sites to take a look at it. It won’t solve everything, sure, but it’s a good step in the right direction.

TAGGED:web analytics
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

How Search Engine Indexing Lags Behind Large-Scale Website Domain Migrations -- AI-generated illustration
How Search Engine Indexing Lags Behind Large-Scale Website Domain Migrations
News
How Great Content Moves Through A Marketing Ecosystem -- AI-generated illustration
How Great Content Moves Through A Marketing Ecosystem
Exclusive Infographic Marketing
What Your Brand Misses That Data Reveals -- AI-generated illustration
What Your Brand Misses That Data Reveals
Big Data Exclusive Infographic
5 Common Mistakes Businesses Make During the Risk Assessment Process -- AI-generated illustration
5 Common Mistakes Businesses Make During the Risk Assessment Process
Business Intelligence Exclusive Risk Management

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

4 Tips For Improving Accessibility Through Web Analytics
Web Analytics

4 Tips For Improving Accessibility Through Web Analytics

6 Min Read

How to Make Site Search a Conversion Tool

4 Min Read

Analytics: Not About Saving Time

7 Min Read
Seven Reasons Your Website Analysis Belongs in a Data Warehouse
Data Warehousing

Seven Reasons Your Website Analysis Belongs in a Data Warehouse

8 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?