Qubit, now from Coveo (acquired October 2021) uses visitor history data to understand different user segments and serve personalized messages to segments using JavaScript. It is available as either a managed or self-service model. Data is collected using Qubit's own Universal Variable data model, or by integrating the user's existing model via our API. It combines quantitative data with qualitative visitor feedback to give Qubit users the ability to detect areas for optimization.
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Kameleoon
Score 9.0 out of 10
Enterprise companies (1,001+ employees)
Kameleoon boasts users among 500 corporate and enterprise companies across North America, Europe, and Asia Pacific to help brands deliver digital experiences and products to their customers. GDPR, CPPA, and HIPPA compliant, Kameleoon’s A/B testing, full stack, and AI-powered personalization solutions are designed to help marketers, product owners, and developers maximize customer engagement and conversion, across all channels.
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Pricing
Coveo Qubit
Kameleoon
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Coveo Qubit
Kameleoon
Free Trial
No
Yes
Free/Freemium Version
No
No
Premium Consulting/Integration Services
No
Yes
Entry-level Setup Fee
No setup fee
No setup fee
Additional Details
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Consulting services are priced on demand.
More Pricing Information
Community Pulse
Coveo Qubit
Kameleoon
Features
Coveo Qubit
Kameleoon
Testing and Experimentation
Comparison of Testing and Experimentation features of Product A and Product B
Coveo Qubit
-
Ratings
Kameleoon
7.1
59 Ratings
16% below category average
a/b experiment testing
00 Ratings
8.558 Ratings
Split URL testing
00 Ratings
8.142 Ratings
Multivariate testing
00 Ratings
7.948 Ratings
Multi-page/funnel testing
00 Ratings
8.143 Ratings
Cross-browser testing
00 Ratings
2.337 Ratings
Mobile app testing
00 Ratings
7.926 Ratings
Test significance
00 Ratings
7.852 Ratings
Visual / WYSIWYG editor
00 Ratings
6.451 Ratings
Advanced code editor
00 Ratings
7.548 Ratings
Preview mode
00 Ratings
7.356 Ratings
Test duration calculator
00 Ratings
6.723 Ratings
Experiment scheduler
00 Ratings
8.330 Ratings
Experiment workflow and approval
00 Ratings
7.734 Ratings
Dynamic experiment activation
00 Ratings
8.139 Ratings
Client-side tests
00 Ratings
7.944 Ratings
Server-side tests
00 Ratings
8.122 Ratings
Mutually exclusive tests
00 Ratings
2.030 Ratings
Audience Segmentation & Targeting
Comparison of Audience Segmentation & Targeting features of Product A and Product B
Coveo Qubit
-
Ratings
Kameleoon
8.1
57 Ratings
8% below category average
Standard visitor segmentation
00 Ratings
8.257 Ratings
Behavioral visitor segmentation
00 Ratings
6.751 Ratings
Traffic allocation control
00 Ratings
8.354 Ratings
Website personalization
00 Ratings
9.542 Ratings
Results and Analysis
Comparison of Results and Analysis features of Product A and Product B
Coveo Qubit
-
Ratings
Kameleoon
7.7
58 Ratings
11% below category average
Conversion tracking
00 Ratings
7.757 Ratings
Goal tracking
00 Ratings
8.058 Ratings
Test reporting
00 Ratings
8.057 Ratings
Results segmentation
00 Ratings
8.054 Ratings
CSV export
00 Ratings
6.738 Ratings
Experiments results dashboard
00 Ratings
7.951 Ratings
Best Alternatives
Coveo Qubit
Kameleoon
Small Businesses
Bloomreach - The Agentic Platform for Personalization
Coveo Qubit is a very helpful platform mainly for organizations that need to provide a solid business model before carrying out any implementation or new functionality. In addition, it is a very good tool to generate changes and show different content to different types of clients, with their personalization and segmentation criteria.It is ideal for simultaneous testing and customization, only one of these activities individually is not recommended.
There are many platforms to choose from when it comes to experimentation and personalization. We've found Kameleoon to be an excellent choice for those looking for a balance in capabilities (it checks all the boxes), cost-effectiveness, and a helpful customer success team paired with a responsive product team.
Qubit platform uses solid testing algorithms and delivers reliable reporting and analytics of testing campaigns. The dashboard section is easy to use and provides a good high level overview of the core campaign metric performances.
On-boarding and implementation of Qubit technology was painless and well handed throughout the entire process even with more complicated platforms.
Turn-around time for development and testing of campaigns is extremely fast. This enables the business to have a much higher throughput of tests and allows for quick validation of ideas rather than having to wait for months before a test is ready to go live on production site.
While they do work very closely with us, especially our success manager, more involvement on a technical level or a dedicated engineer, would be a great advantage. We develop a lot of experiences in house and, like all companies that dev in house, we have our own way of working. A dedicated engineer that got to know us better as well and understood how we work could only help. Sometimes, a few errors can get through QA due to this.
Interface of the graphics editor is quite conceptual. It is fine after a few days but it takes a little while to recognize some icons.
Their online tutorial could also be easily improved.
If you want to do major graphical changes on your website, you will have to inject JS and CSS code which requires some technical background but I don’t know if that point can be improved.
Qubit is currently providing resources and support we do not have internally. Our relationship managers are exceptional and I feel well informed and well supported by their team. The tool is nice, but our contacts from the company are the real reason to maintain our relationship. They work hard for clarity and continue to help us push for additional opportunities.
Very simple user interface, built on top of advanced functionality, makes the platform easy to use. The team at Qubit are also very open to feedback and introduce new and useful features fairly often. On the reporting side, the inbuilt dashboard reports are good for a top-level view of test results, and Qubit have made a lot of their output data available should you wish to run your own analysis
Kameleoon offers one of the best UI's I've seen when I've compared it to 4 of the other big competitors in the landscape. They have some improvement areas when it comes to the UX - Which is easily solvable if/when prioritized. There's a little to much "clicking" and "new tabs" in my opinion
I would say that the Qubit account managers are always available for any request. We have a lot of different promotions that could always do with last minute optimizing or changes and Qubit can be relied on to get this changes up and running in an impressive amount of time, so that we don't need to patch live or wait for the next IT sprint. Invaluable to our business.
Technology is good for A/B testing and personalisation - allowing any team with a dedicated developer to create test relatively easily and to report/analyse them in a fair amount of details. Some advanced features, especially on the set up of test cells, are dearly missing. Unfortunately, new features are often not free of bugs... Also, support is sub-par, which means new features are realised without proper documentation, example or training (but of our Qubit counterparts and internally).
Qubit are supportive and flexible in providing support. They are happy working out of usual hours, even on weekends and if I have any doubts about the set up of an experience they’re quick to respond and willing to check my work. On particularly big revenue days they monitor our account and they’re quick to identify and problem solve any issues.
We have a very good relationship with our CSM and with Kameleoon’s technical team. We trust them fully to help us with the set-up of A/B tests and personalizations, analysis of results, and any technical matter that we may encounter. They always do their best to be as responsive as possible, and our communications are always very fluid.
The training was great, but would be great to have a script or PDF with some explanations of the qubit JS layer. Without the script you can just try to learn on your own, so the training is not as powerfull as it could be. On the other hand - would be great to have training related to reading statistics or personalisation.
Implementation couldn't be easier. All we needed to do was insert the tag. (easy) and set up the data layer. (dev required) This was pretty smooth in comparison to some of the other tools we use on our site, and was done in less than a day. Note : Data needs to be collected for a set period of time before you can accurately rely on the data that you are receiving. This is normal though with everyone else that we have used
At the time of taking the product, we found no comparable alternatives. Since then, the product has only grown from strength to strength, so it still does not have any comparable competitors that offer both the technical product and business knowledge that Qubit can. Google appear to offering a competing product which may be one to watch in future, and something for Qubit to keep an eye on
We were looking for a new tool after Google sunset their tool. We tested AB Tasty and Kameleoon. Our dev team was unhappy with the weight of the AB Tasty tag and I found the level of service with Kameleoon much higher.
Our requirements change throughout the year like most E Commerce retailers. At Christmas and Peak we're dealing with around ten times the usual traffic on the site. Qubit had no problems with this at all, tests continued to fire, and stats were still reported accurately. I don't think that it is the most server intensive .js anyway, but we have seen no issues at all.
Since we started using Kameleoon, our ROI indicators are all green. Truth is, we rely on exigent customers. If they’re not happy with our service, we will pay for it on the long term. Kameleoon helps us making sure this is not happening by providing us the tools to continuously improve our customers’ experiences.