Control your environment without installing any third-party code.As an add-on package, SiteSpect Enhanced Analytics combines two powerful tools to fortify and finely tune campaign data:
  1. Outlier Data: To identify and mitigate anomalous data that can skew data-driven decision making.
  2. Real User Monitoring (RUM): Capture & analyze actual user interactions and layer performance metrics into any campaign report.
For more information visit
SiteSpect is CCPA Compliant. The California Consumer Privacy Act (CCPA) is a state statute intended to enhance privacy rights and consumer protection for US residents of California. More information about SiteSpect’s CCPA support is located on our Customer Notice On EU GDPR and CCPA Support page.SiteSpect will dedicate resources to the equivalent of a full-time employee to work with your team at your offices.SiteSpect will dedicate resources to the equivalent of a half-time employee to work exclusively with your team across any of the professional services.SiteSpect will dedicate resources to the equivalent of a full-time employee to work exclusively with your team across any of the professional services.SiteSpect provides on-site training sessions custom designed especially for your business and IT teams to help you achieve your business goals.SiteSpect has a curriculum of training modules and best practices that you can take advantage of to increase your team's adoption and mastery of the user interface.We offer training to get you up and running quickly, including test building courses & analytics interpretation.Take advantage of SiteSpect's premium help and knowledge portal where you will find FAQs, how-tos, and detailed step-by-step instructions for successful use of the SiteSpect platform.We offer monthly webinars on SiteSpect featured functionalities and best practices for increased value and success.Identify additional testing and personalization opportunities from the results of past campaigns.Our professional services team will work with you to create visualizations to demonstrate how SiteSpect affects your revenue.Optimization Consultants will provide full analytical reports on campaign performance, highlighting KPI impact, segment analysis, and key insights.Optimization Consultants will show you the best way to get the most out of your traffic across a large number of tests and personalization campaigns.Learn how to track and monitor running tests and personalization campaigns.Learn best practices for efficiently creating and executing tests and personalization campaigns.Design, develop, and optimize all of the components for your program.Learn how to structure experiments to maximize learning and efficiency. A/B vs. MVT, Controlled Experiments vs. Personalization.Add a workflow tool to integrate your prioritization and team workflow directly into SiteSpect.Your Optimization Consultant provides best practices and process recommendations for running a high functioning optimization program.SiteSpect will provide guidance and support for making decisions regarding scheduling tests in order to maximize efficiency and generate as much learning as possible as efficiently as possible.Working with key stakeholders in your organization, SiteSpect will provide test ideas that improve the customer experience and move the needle on your key performance metrics.Your Optimization Consultant will provide best practices for creating data-driven hypotheses that answer key business questions.Based on our experience and your analytics, your Optimization Consultant will help you identify optimization opportunities and establish a workflow for collecting and managing input from across your organization.Provided by your SiteSpect Optimization Consultant who understands your business objectives and works with you to achieve your testing goals and increase ROI.Number of hours SiteSpect professional services representatives will work on strategy, creation, or analysis for your optimization program.Enforce an optimization workflow with campaign administrators, builders and read-only roles.Custom integration with 3rd party tools such as Adobe Analytics, Google Analytics, CrazyEgg, Hotjar and more.Build and optimize the customer experience on iOS and Android apps. Build experiences visually, directly on your mobile device, leverage our SPAs or use API only solution.Leverage Custom Variables to capture dimensions about users, such as products purchased, categories viewed and items searched.Isolate users in single Campaigns or allow them in multiple overlapping experiences.Create a unified customer experience by connecting experiences for recognized users across devices.Automate your optimization program through our API: and deploy server-side functionality with on/off switches or progressive rollouts. Leverage cookies, headers or parameters for feature flagging. Test and optimize your CMS, recommendation engine, and other vendor tools.Leverage our SPA SDK to test and optimize your Single Page Application. Support for major frameworks such as Angular, React, and others.Modify the source code of pages on the fly with Regular Expressions, with zero impact to performance. Replace, remove, add in new functionality before pages are rendered in the browser.SiteSpect offers a number of capabilities for effective front-end testing. Use Visual Editor or Regular Expressions to modify source code, support SPA frameworks, define pages for reusability in tests, and minimize performance hits for users and servers.Use point-and-click actions to modify text, images, buttons, promotional banners, and styling. Create, move, rearrange, hide, and track behaviors across channels. Works with SPAs out of the box, such as React and Angular.Push winning Variations to all traffic to benefit early from wins. Push hot fixes your website to quickly resolve issues, to all traffic or segments of users.Respond to real-time alerts and in-product messages to proactively manage your campaigns. Known when a campaign has a winning variation, is hurting conversion, does not have any recent visits, or is disabled.Quickly analyze and understand relevant campaigns and outcomes. Measure conversion, KPIs, user actions, events, conversion funnels, and other key user interactions in our comprehensive dashboard.Personalize the experience for mobile devices, geo location, user types, and user behaviors. Build your own Audiences to align with your key segments of users and leverage your Data Layer.Experience our proxy architecture built from the ground up to avoid flicker and ensure fast experience delivery across desktop, tablet, and mobile devices.Training to get you up and running quickly, includes test building courses & analytics interpretation.Dedicated optimization consultant for strategic and tactical guidance. Your GoLive Report is a success plan to get your team up and running, including website audit, test ideas and optimization roadmap. You will also get ROI (return on investment) modeling backed by Forrester.Depending on which package there are countless tests, segmentations and optimizations within your control across almost any digital touchpoint.Run as many Campaigns as you want.Our optimization experts work with you to recommend 10 impactful test ideas to improve customer experience and impact your bottom line, and build 10 Campaigns so you can quickly benefit from our platform.Directly ingest SiteSpect traffic logs into your monitoring infrastructure to diagnose underperforming applications/servers and identify site errors in near real time.SiteSpect sends a sample of log data to, a log visualization service. This service offers full flexibility to view and analyze logs relating to traffic health and routing. Your network operations center can also use this service to build your own visualization and dashboards or integrate into existing systems.SiteSpect is GDPR Compliant. The General Data Protection Regulation (GDPR) is a legal framework that sets guidelines for the collecting and processing personal information of individuals within or who are citizens of the European Union. More information about SiteSpect’s GDPR support is located on our Customer Notice On EU GDPR Support page.SiteSpect is HIPAA ready, which saves you time when you use SiteSpect in your HIPAA-compliant environment. SiteSpect obfuscates and encrypts visitor behavior and does not store any personal data. SiteSpect also offers on-premise and other deployment models to guarantee personal data never leaves your datacenter.SiteSpect supports Single Sign-On (SSO) authentication through Active Directory and SAML. SSO allows you to centrally manage SiteSpect permissions and login credentials. It also makes it easier for SiteSpect users to quickly log in and switch between their applications saving time and improving productivity.Restrict user access to SiteSpect by IP address.Restrict access to your websites by IP address. Create lists or ranges of IP addresses that allow trusted (whitelisted) users to access your websites or prevent access from disallowed (blacklisted) users.Two-Factor Authentication, also known as 2FA, requires not only a password and username but also something that only a user has access to, such as a token. Using a username and password together with a token makes it harder for potential intruders to gain access to SiteSpect.SiteSpect complies with both the EU-US and the Swiss-US Privacy Shield Frameworks. SiteSpect certifies that it adheres to the Privacy Shield Principles with respect to personal data. More information about SiteSpect’s Privacy Shield support is available on our Business Services Privacy Policy - GDPR and Privacy Shield page.SiteSpect includes a complete history of every user action. Quickly undo changes in the audit history list and audit any change as part of your change management process.SiteSpect maintains the privacy of all customer data by ensuring no test data is exposed and that data is not grouped with or shared with others in any way.SiteSpect leverages Alert Logic to monitor and track security vulnerabilities. This provides you with an additional line of defense as we will notify you of any detected threats or attacks on your website.SiteSpect supports nine different permission levels that provide control and configurable access. Set view and edit permissions on a per user basis for building, managing, and analyzing campaigns.SiteSpect fully supports encryption for all types of in-transit data such as end-user content, SDK and API transmissions, and business user data. We also support testing on HTTP and HTTPS websites.

How to Optimize Your Product Recommendations

June 18, 2021


Product recommendations are an excellent way to optimize the customer experience and drive conversions. They allow you to create an in-store experience for your online customers all while boosting metrics like average order value and revenue. However, it’s important to remember that product recommendations aren’t one-size-fits all; what works for one online business might not work for another. 

There are many factors that go into successful product recommendations, such as algorithm and placement, and it’s crucial to A/B test and optimize all of them along the way. Here are a few ways you can optimize your product recommendations and deliver a tailored experience to your customers. 

Determine The Right Algorithm

The type of product recommendations you deliver can make or break your success. This is why you want to choose your algorithm carefully and even A/B test various algorithms and rules to see what works best for your site. Four common algorithms we see are:

  1. Popular: The most bought items within a given time frame
  2. Complementary: Items most often bought in the same transaction as the current item or set of items
  3. People Also Like: Items most often bought by users who viewed the current item.
  4. Personalized: Items tailored to the visitor’s preferences by analyzing their past behavior.

Each of these algorithms work a little differently, and they all have their own set of unique benefits. For new visitors, you may want to use Popular product recommendations to show them the most purchased items on your site. People Also Like and Complementary algorithms both offer add-on/upsell items based on cart and item similarities, respectively. Of course, Personalized product recommendations are based on individual user profiles and can deliver a truly tailored experience to your customers. We’ll talk more about personalization later on in this article.

Within each algorithm you should experiment with fine tuning the product recommendations even more by adding rules to boost or exclude certain product attributes, prioritizing companion accessories, for example, or giving your store-brand a bump.

A/B Testing

Once you’ve determined the right algorithm(s) for your site, it’s time to A/B test the overall user experience of your product recommendations. The details in how your recommendations are presented can make a big difference and should all be A/B tested. Understanding how your users respond to each of these aspects is crucial to your success. 

While it can feel overwhelming, A/B testing each of these items individually will ultimately help you identify what your customers want and deliver better product recommendations. Here are some aspects of your product recommendations that should be A/B tested and optimized:


  • Which page(s) will your product recommendations appear on? (i.e. product detail pages, homepage, cart page)
  • Will your product recommendations appear above or below the fold?
  • Should you include more than one placement and algorithm type on the page?
  • Does the location of your product recommendations differ depending on where the user came from?
  • How do you incorporate special placements for unique situations, like searches with low results, or product detail pages for out-of-stock items? 


  • What is the layout of your product recommendations display? (i.e. row versus grid of products)
  • How large will your product images be?
  • How many products will you include in your display? Do you show all at once, or offer a scrolling carousel or “see more” option?
  • What product information will you include in your display? Depending on your site, you may want to include or exclude details like product name, price, review rating, color options.


  • If a customer clicks on an item, will a ‘Quick Shop’ window pop up or will they go directly to that item’s PDP?
  • Will customers be able to add an item directly to their cart from the product recommendations section?

By optimizing the look and feel and the functionality of your product recommendations, more customers will engage with your product recommendations and convert.


Personalized product recommendations are perhaps the best way to create a one-to-one shopping experience for your customers. By basing your product recommendations on data like previous purchases and behavior patterns, you can recommend items specifically tailored to a customer’s preferences. 

For example, you may recommend a product that the customer previously viewed or added to their cart but did not purchase, or a complementary item that pairs well with something they’ve previously purchased. With the right data and targeting, your personalized product recommendations can create an in-store experience digitally.

To learn more about SiteSpect, visit our website.


About Kate Orchard

Kate Orchard is a Manager of Customer Success at SiteSpect, where she consults SiteSpect users on their optimization and personalization road maps and projects. She is based in Boston.

Email Kate Orchard

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