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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Google Analytics

    Score8.3 out of 10
    N/AGoogle Analytics is perhaps the best-known web analytics product and, as a free product, it has massive adoption. Although it lacks some enterprise-level features compared to its competitors in the space, the launch of the paid Google Analytics Premium edition seems likely to close the gap.

    $0

    per month

    Spotfire

    Score7.8 out of 10
    N/ASpotfire, formerly known as TIBCO Spotfire, is a visual data science platform that combines visual analytics, data science, and data wrangling, so users can analyze data at-rest and at-scale to solve complex industry-specific problems.N/A
    Pricing
    Google AnalyticsSpotfire
    Editions & Modules
    Google Analytics 360
    150,000
    per year
    Google Analytics
    Free
    No answers on this topic
    Offerings
    Pricing Offerings
    Google AnalyticsSpotfire
    Free Trial
    NoYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—For Enterprise engagements, contact Spotfire directly for a custom price quote.
    More Pricing Information
    Community Pulse
    Google AnalyticsSpotfire
    Considered Both Products
    Google
    No answer on this topic
    Cloud Software Group
    Chose Spotfire
    Although I don't have an extensive history with Tableau, from what I understand, Spotfire offers an overall more complete package of data analysis and data visualization. It's the best of both worlds, if you will. Tableau stands out with its data visualization but is behind …
    Incentivized
    Chose Spotfire
    I had used Spotfire during an internship and wanted to expose my students to this tool. I appreciate how Spotfire worked with me to get educational licenses for my students to use. Students enjoyed having a comparison with Tableau which they had all used.
    Incentivized
    Chose Spotfire
    We selected Spotfire because have more options for data mining.
    Incentivized
    Key User Insights
    Would buy again
    96%
    Would buy again
    101 Answers
    92%
    Would buy again
    46 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    100 Answers
    98%
    Delivers good value for the price
    39 Answers
    Happy with the feature set
    99%
    Happy with the feature set
    104 Answers
    96%
    Happy with the feature set
    48 Answers
    Lived up to sales and marketing promises
    97%
    Lived up to sales and marketing promises
    77 Answers
    100%
    Lived up to sales and marketing promises
    32 Answers
    Implementation went as expected
    96%
    Implementation went as expected
    87 Answers
    94%
    Implementation went as expected
    33 Answers
    Features
    Google AnalyticsSpotfire
    Web Analytics
    Comparison of Web Analytics features of Google Analytics and Spotfire
    Feature
    Google Analytics
    8.4
    11 Ratings
    4% above category average
    Spotfire
    -
    Ratings
    Lead Conversion Tracking8.210 Ratings00 Ratings
    Bounce Rate Measurement8.410 Ratings00 Ratings
    Device and Browser Reporting9.311 Ratings00 Ratings
    Pageview Tracking9.111 Ratings00 Ratings
    Event Tracking8.411 Ratings00 Ratings
    Reporting in real-time7.810 Ratings00 Ratings
    Referral Source Tracking8.610 Ratings00 Ratings
    Customizable Dashboards7.910 Ratings00 Ratings
    Platform Connectivity
    Comparison of Platform Connectivity features of Google Analytics and Spotfire
    Feature
    Google Analytics
    -
    Ratings
    Spotfire
    7.2
    8 Ratings
    15% below category average
    Connect to Multiple Data Sources00 Ratings7.88 Ratings
    Extend Existing Data Sources00 Ratings7.48 Ratings
    Automatic Data Format Detection00 Ratings7.88 Ratings
    MDM Integration00 Ratings6.05 Ratings
    Data Exploration
    Comparison of Data Exploration features of Google Analytics and Spotfire
    Feature
    Google Analytics
    -
    Ratings
    Spotfire
    9.1
    8 Ratings
    8% above category average
    Visualization00 Ratings9.08 Ratings
    Interactive Data Analysis00 Ratings9.28 Ratings
    Data Preparation
    Comparison of Data Preparation features of Google Analytics and Spotfire
    Feature
    Google Analytics
    -
    Ratings
    Spotfire
    7.4
    8 Ratings
    10% below category average
    Interactive Data Cleaning and Enrichment00 Ratings7.28 Ratings
    Data Transformations00 Ratings8.08 Ratings
    Data Encryption00 Ratings7.05 Ratings
    Built-in Processors00 Ratings7.55 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Google Analytics and Spotfire
    Feature
    Google Analytics
    -
    Ratings
    Spotfire
    7.6
    8 Ratings
    11% below category average
    Multiple Model Development Languages and Tools00 Ratings7.57 Ratings
    Automated Machine Learning00 Ratings8.55 Ratings
    Single platform for multiple model development00 Ratings7.68 Ratings
    Self-Service Model Delivery00 Ratings6.76 Ratings
    Model Deployment
    Comparison of Model Deployment features of Google Analytics and Spotfire
    Feature
    Google Analytics
    -
    Ratings
    Spotfire
    7.4
    7 Ratings
    14% below category average
    Flexible Model Publishing Options00 Ratings7.87 Ratings
    Security, Governance, and Cost Controls00 Ratings7.07 Ratings
    Best Alternatives
    Google AnalyticsSpotfire
    Small Businesses
    Matomo Analytics
    Score9 out of 10
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    Lead Forensics
    Score8.9 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    Chartbeat
    Score9.2 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Google AnalyticsSpotfire
    Likelihood to Recommend
    8.5
    (193 ratings)
    8.4
    (351 ratings)
    Likelihood to Renew
    9.0
    (51 ratings)
    9.6
    (30 ratings)
    Usability
    7.4
    (19 ratings)
    8.0
    (27 ratings)
    Availability
    10.0
    (4 ratings)
    9.0
    (14 ratings)
    Performance
    10.0
    (2 ratings)
    7.1
    (14 ratings)
    Support Rating
    7.0
    (42 ratings)
    8.7
    (27 ratings)
    In-Person Training
    -
    (0 ratings)
    8.3
    (52 ratings)
    Online Training
    10.0
    (2 ratings)
    9.0
    (55 ratings)
    Implementation Rating
    9.0
    (7 ratings)
    8.4
    (17 ratings)
    Configurability
    6.0
    (2 ratings)
    7.1
    (3 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (36 ratings)
    Data Sources
    -
    (0 ratings)
    9.3
    (36 ratings)
    Ease of integration
    10.0
    (1 ratings)
    7.0
    (2 ratings)
    Product Scalability
    10.0
    (2 ratings)
    7.0
    (4 ratings)
    Vendor post-sale
    10.0
    (1 ratings)
    5.0
    (1 ratings)
    Vendor pre-sale
    9.0
    (1 ratings)
    5.0
    (1 ratings)
    User Testimonials
    Google AnalyticsSpotfire
    Likelihood to Recommend
    Google
    Google Analytics is particularly well suited for tracking and analyzing customer behavior on a grocery e-commerce platform. It provides a wealth of information about customer behavior, including what products are most popular, what pages are visited the most, and where customers are coming from. This information can help the platform optimize its website for better customer engagement and conversion rates. However, Google Analytics may not be the best tool for more advanced, granular analysis of customer behavior, such as tracking individual customer journeys or understanding customer motivations. In these cases, it may be more appropriate to use additional tools or solutions that provide deeper insights into customer behavior.
    Read full review
    Cloud Software Group
    A high level of data integration is available here it supports various data sources and so on. Collaborating features allow users to give access to the dashboard and merge data analytics with other team members. It can meet the demands of both small and large size business enterprises. A customized dashboard and reports are provided to meet the specific needs and get support of extensibility through APIs and customized scripts.
    Incentivized
    Read full review
    Pros
    Google
    • Multiple reports to see website use and behavior
    • Allows you to customize reports with days, weeks, months, and years
    • You can build out a dashboard to easily view stats from multiple websites in one place
    • You can share analytics reports via the dashboard, automatically emailed PDFs or in other formats
    Incentivized
    Read full review
    Cloud Software Group
    • It has the best coding integration (python, R) of any BI product
    • The ability to work with very large datasets (10 mil+) is better than competitors
    • Export options are more complete and have better functionality
    • The data canvas is the best tool to join and transform data vs. competitors
    Incentivized
    Read full review
    Cons
    Google
    • Data sampling is somewhat inaccurate on the free tier - this is addressed in premium but is expensive.
    • Some of the UI is very similar in naming when presenting different data, some in-situ information might be useful.
    • Gotchas around filtering and data validation.
    • Implementation can be tricky, it can take a lot of time and expertise to get a full, accurate picture of your metrics.
    Incentivized
    Read full review
    Cloud Software Group
    • The donut chart is I guess a powerful illustrations but I hope it should be done quite simple in Spotfire. But in Spotfire there are lots of steps involve just to build a simple donut chart.
    • Table calculation (like Row or Column Differences) should be made simple or there should be drag and drop function for Table Calculation. No need for scripting.
    • Information Link should be changed. If new columns are added to the table just refreshing the data should be able to capture the new column. No need extra step to add column
    Incentivized
    Read full review
    Likelihood to Renew
    Google
    We will continue to use Google Analytics for several reasons. It is free, which is a huge selling point. It houses all of our ecommerce stores' data, and though it can't account for refunds or fraud orders, gives us and our clients directional, real time information on individual and group store performance.
    Incentivized
    Read full review
    Cloud Software Group
    -Easy to distribute information throughout the enterprise using the webplayer. -Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client. -Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods. -Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions. -Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic -Tagging and bookmarking data allows for quick sharing of insights. -Integration with numerous data sources... flat files, data bases, big data, images, etc. -Much improved mapping capability. Also includes the ability to apply data points over any image.
    Read full review
    Usability
    Google
    Google Analytics provides a wealth of data, down to minute levels. That is it's greatest detriment: find the right information when you need it can be a cumbersome task. You are able to create shortcuts, however, so it can mitigate some of this problem. Google is continually refining Analytics, so I do not doubt there will be improvements
    Read full review
    Cloud Software Group
    Basic tasks like generating meaningful information from large sets of raw data are very easy. The next step of linking to multiple live data sources and linking those tables and performing on the fly analysis of the imported data is understandably more difficult.
    Incentivized
    Read full review
    Reliability and Availability
    Google
    We all know Google is at top when it comes to availability. We have never faced any such instances where I can suggest otherwise. All you need is a Google account, a device and internet connection to use this super powerful tool for reporting and visualising your site data, traffic, events, etc. that too in real time.
    Read full review
    Cloud Software Group
    Even though, it's a rather stable and predictable tool that's also fast, it does have some bugs and inconsistencies that shut down the system. Depending on the details, it could happen as often as 2-3 times a week, especially during the development period.
    Read full review
    Performance
    Google
    This has been a catalyst for improving our site's traffic handling capabilities. We were able to identify exit% from our sites through it and we used recommendations to handle and implement the same in our sites. We have been increasing the usage of Google Analytics in our sites and never had any performance related issues if we used Analytics
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    Cloud Software Group
    Generally, the Spotfire client runs with very good performance. There are factors that could affect performance, but normally has to do with loading large analysis files from the library if the database is located some distance away and your global network is not optimal. Once you have your data table(s) loaded in the client application, usually the application is quite good performance-wise.
    Read full review
    Support Rating
    Google
    The Google reps respond very quickly. However, sometimes they can overly call you to set up an apportionment. I'm very proficient and sometimes when I talk to reps, they give beginner tutorials and insights that are a waste of time. I wish Google would understand my level of expertise and assign me to a rep (long-term) that doesn't have to walk me through the basics.
    Incentivized
    Read full review
    Cloud Software Group
    Support has been helpful with issues. Support seems to know their product and its capabilities. It would also seem that they have a good sense of the context of the problem; where we are going with this issue and what we want the end outcome to be.
    Incentivized
    Read full review
    In-Person Training
    Google
    No answers on this topic
    Cloud Software Group
    The instructor was very in depth and provided relevant training to business users on how to create visualizations. They showed us how to alter settings and filter views, and provided resources for future questions. However, the instructor failed to cover data sources, connecting to data, etc. While it was helpful to see how users can use the data to create reports, they failed to properly instruct us on how to get the dataset in to begin with. We are still trying to figure out connections to certain databases (we have multiple different types).
    Incentivized
    Read full review
    Online Training
    Google
    love the product and training they provide for businesses of all sizes. The following list of links will help you get started with Google Analytics from setup to understanding what data is being presented by Google Analytics.
    1. How to Use Google Analytics for Beginners – Mahalo’s how-to guide for beginners.
    2. A beginner’s guide to Google Analytics – A free eBook walking you through Google Analytics from setup to understanding what data is being presented.
    3. Getting to Know Your Google Analytics Dashboard – The title says it all! This is a brief post with one goal: to introduce you to the Google Analytics dashboard.
    4. Google Analytics for Beginners: How to Make the Most of Your Traffic Reports– This guide doesn’t cover setup, but it does a great job of helping you to better understand the data being presented.
    5. Google Analytics Video Tutorial 1: Setup – A video presentation that walks you through Google Analytics setup.
    6. Google Analytics Video Tutorial 2: Essential Stats – A video presentation that introduces you to some of the most important data being presented in Google Analytics.
    Read full review
    Cloud Software Group
    The online training is good, provides a good base of knowledge. The video demonstrations were well-done and easy to follow along. Provided exercises are good as well, but I think there could be more challenging exercises. The training has also gone up in price significantly in the last 3 years (in USD, which hurts us even more in Canada), and I'm not sure it is worth the money it now costs (it is worth how much it cost 3 years ago, but not double that.)
    Incentivized
    Read full review
    Implementation Rating
    Google
    I think my biggest take away from the Google Analytics implementation was that there needs to be a clear understanding of what you want to achieve and how you want to achieve it before you start. Originally the analytics were added to track visitors, but as we became more savvy with the product, we began adding more and more functionality, and defining guidelines as we went along. While not detrimental to our success, this lack of an overarching goal resulted in some minor setbacks in implementation and the collection of some messy data that is unusable.
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    Cloud Software Group
    The original architecture I created for our implementation had only a particular set of internal business units in mind. Over the years, Spotfire gained in popularity in our company and was being utilized across many more business units. Soon, its usage went beyond what the original architectural implementation could provide. We've since learned about how the product is used by the different teams and are currently in the middle of rolling out a new architecture. I suggest:
    • Have clearly defined service level agreements with all the teams that will use Spotfire. Your business intelligence group might only need availability during normal working hours, but your production support group might need 24/7 availability. If these groups share one Spotfire server, maintenance of that server might be a problem.
    • Know the different types of data you will be working with. One group might be working with "public" data while another group might work with sensitive data. Design your Library accordingly and with the proper permissions.
    • Know the roles of the users of Spotfire. Will there only be a small set of report writers or does everyone have write access to the Library?
    • ALWAYS add a timestamp prompt to your reports. You don't want multiple users opening a report that will try and pull down millions of rows of data to their local workstations. Another option, of course, is to just hard code a time range in the backing database view (i.e. where activity_date >= sysdate - 90, etc.), but I'd rather educate/train the user base if possible.
    • This probably goes without saying, but if possible, point to a separate reporting database or a logical standby database. You don't want the company pounding on your primaries and take down your order system.
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    Alternatives Considered
    Google
    I have not used Adobe Analytics as much, but I know they offer something called customer journey analytics, which we are evaluating now. I have used Semrush, and I find them much better than Google Analytics. I feel a fairly nontechnical person could learn Semrush in about a month. They also offer features like competitive analysis (on content, keywords, traffic, etc.), which is very useful. If you have to choose one among Semrush and Google Analytics, I would say go for Semrush.
    Incentivized
    Read full review
    Cloud Software Group
    Spotfire is significantly ahead of both products from an ETL and data ingestion capability. Spotfire also has substantially better visualizations than Power BI, and although the native visualizations aren't as flexible in Tableau, Spotfire enables users to create completely custom javascript visaualizations, which neither Tableau or Power BI has. Tableau and Power BI are likely only superior to Spotfire with respect to embedded analysis on a website.
    Read full review
    Scalability
    Google
    Google Analytics is currently handling the reporting and tracking of near about 80 sites in our project. And I am not talking about the sites from different projects. They may have way more accounts than that. Never ever felt a performance issue from Google's end while generating or customising reports or tracking custom events or creating custom dimensions
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    Cloud Software Group
    In an enterprise architecture, if Spotfire Advanced Data services(Composite Studio),data marts can be managed optimally and scalability in a data perspective is great. As the web player/consumer is directly proportional to RAM, if the enterprise can handle RAM requirement accomodating fail over mechanisms appropraitely, it is definitely scalable,
    Incentivized
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    Return on Investment
    Google
    • It has helped us gain understanding of what is going on on our website.
    • It has helped us determine areas that need fixing (i.e. pages with extremely high bounce rates may need to be redone).
    • It has helped us understand our biggest avenues for bringing traffic to the website and business in general.
    • It has helped guide our website redesign.
    Incentivized
    Read full review
    Cloud Software Group
    • It is costly, so not suitable for small scale implementations.
    • Dashboards are as good as the developer, so need experience to get most out of it
    • You need to be on Spotfire 11 at least to implement out of the box visualizations
    • Integration with Python and R is a game changer, it comes very handy to onboard data scientists without much hassle
    • performance is exceptionally well.
    • Secure
    Incentivized
    Read full review
    ScreenShots

    Spotfire Screenshots

    Screenshot of Smart Visual AnalyticsScreenshot of Geospatial AnalyticsScreenshot of Intelligent Data WranglingScreenshot of Point-and-click Data ScienceScreenshot of Real-time Streaming Analytics