Contentsquare is an enterprise experience intelligence and Digital Analytics platform designed to track, visualize, and optimize user journeys across websites and mobile applications. The platform captures digital interaction telemetry—such as clicks, scrolls, hovers, and page drop-offs—without manual event tagging to power Web Analytics, session replays, funnel visualization, and experience monitoring.
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Amazon Redshift
Score8.9 out of 10
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Amazon Redshift is a hosted data warehouse solution, from Amazon Web Services.
Hotjar is good for a first pass at understanding user sentiment or locating potential usability issues. There are features such as "rage clicked" which shows recordings or instances when a user rage clicked or had an issue with your site. Hotjar has also been helpful to launch intercept surveys on mobile, desktop, and app, which not all competitor software allow. Hotjar recordings are fun to watch. "Watching Hotjar like Netflix" is a favorite pastime at work.
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If the number of connections is expected to be low, but the amounts of data are large or projected to grow it is a good solutions especially if there is previous exposure to PostgreSQL. Speaking of Postgres, Redshift is based on several versions old releases of PostgreSQL so the developers would not be able to take advantage of some of the newer SQL language features. The queries need some fine-tuning still, indexing is not provided, but playing with sorting keys becomes necessary. Lastly, there is no notion of the Primary Key in Redshift so the business must be prepared to explain why duplication occurred (must be vigilant for)
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Heat mapping is great on Hotjar. It is a good place to start when you are looking at the UX & CRO on your website. You can see the % of people clicking on elements on a page, how far they scroll, and mouse movements.
Hotjar is great for session recordings. These record the mouse movements, clicks, pages and scrolls of a user in video format. You can watch these to investigate what works well on a site and identify potential roadblocks and bugs.
Hotjar is great as it ensures that users details are anonymous; for instance, if you are watching a session recording, you cannot see what a user types in a form field, as Hotjar blanks this out.
Hotjar has a poll function, so you can have polls on your website.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
[Amazon] Redshift has Distribution Keys. If you correctly define them on your tables, it improves Query performance. For instance, we can define Mapping/Meta-data tables with Distribution-All Key, so that it gets replicated across all the nodes, for fast joins and fast query results.
[Amazon] Redshift has Sort Keys. If you correctly define them on your tables along with above Distribution Keys, it further improves your Query performance. It also has Composite Sort Keys and Interleaved Sort Keys, to support various use cases
[Amazon] Redshift is forked out of PostgreSQL DB, and then AWS added "MPP" (Massively Parallel Processing) and "Column Oriented" concepts to it, to make it a powerful data store.
[Amazon] Redshift has "Analyze" operation that could be performed on tables, which will update the stats of the table in leader node. This is sort of a ledger about which data is stored in which node and which partition with in a node. Up to date stats improves Query performance.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We've experienced some problems with hanging queries on Redshift Spectrum/external tables. We've had to roll back to and old version of Redshift while we wait for AWS to provide a patch.
Redshift's dialect is most similar to that of PostgreSQL 8. It lacks many modern features and data types.
Constraints are not enforced. We must rely on other means to verify the integrity of transformed tables.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
For small companies with limited user testing budgets, ClickTale serves as a useful user testing tool. When I cannot get the funds for in depth user testing, I always know that I have a baseline of information I can rely on
It is fairly easy to use, easy to explain, and easy to learn even for a non-techie like me. I admit I was a little intimidated when it was recommended by my developers, but I learned afterwards that there really was nothing to worry about. My experience has been awesome so far!
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Just very happy with the product, it fits our needs perfectly. Amazon pioneered the cloud and we have had a positive experience using RedShift. Really cool to be able to see your data housed and to be able to query and perform administrative tasks with ease.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Hotjar is a SaaS-based company, and as such has a good support service. Users can quickly submit support tickets through Hotjar's online portal. Enterprise customers get access to additional support members and have SLAs to support their larger, more complex needs. Overall, Hotjar is extremely reliable and I've never had to reach out to customer support.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The support was great and helped us in a timely fashion. We did use a lot of online forums as well, but the official documentation was an ongoing one, and it did take more time for us to look through it. We would have probably chosen a competitor product had it not been for the great support
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
ContentSquare [(Clicktale)] is going deeper on UX understanding than traditional web analytics tools. You can truly understand how a page is used (where users click or even miss click, on which part of the page they are spending most of their time, if some links are clicked but bad positioned on the page...), and that's a thing you can't really measure trough a traditional web analytics tool.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Than Vertica: Redshift is cheaper and AWS integrated (which was a plus because the whole company was on AWS). Than BigQuery: Redshift has a standard SQL interface, though recently I heard good things about BigQuery and would try it out again. Than Hive: Hive is great if you are in the PB+ range, but latencies tend to be much slower than Redshift and it is not suited for ad-hoc applications.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Redshift is relatively cheaper tool but since the pricing is dynamic, there is always a risk of exceeding the cost. Since most of our team is using it as self serve and there is no continuous tracking by a dedicated team, it really needs time & effort on analyst's side to know how much it is going to cost.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Our UX team can now use hard data to back up and validate design decisions that we make. Our role as usability experts is becoming more respected and integral to business objectives because we now have data that can back up our field of study and prove that our roles are demonstrably useful and necessary.
HotJar allows our small team of 3 UX designers to get research data as if we were a much larger team. Instead of painstakingly using our time to do guerrilla research, endless user observations, and other types of manual testing, we can now get a significant portion of our data from HotJar.
Using HotJar is actually giving our team a sense of excitement and enjoyment in our day-to-day usability work. Instead of seeing UX as a chore, HotJar is making data gathering and analyzing more fun, because we can see tangible results from a much larger pool of user/user-data than we could in the past.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Our company is moving to the AWS infrastructure, and in this context moving the warehouse environments to Redshift sounds logical regardless of the cost.
Development organizations have to operate in the Dev/Ops mode where they build and support their apps at the same time.
Hard to estimate the overall ROI of moving to Redshift from my position. However, running Redshift seems to be inexpensive compared to all the licensing and hardware costs we had on our RDBMS platform before Redshift.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
