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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    GoodData.AI

    Score8.8 out of 10
    N/AGoodData is an analytics platform used by organizations to deliver real-time, governed insights, embedded into products, customized for users, and integrated into any data environment.N/A

    Lightspeed Retail

    Score9.2 out of 10
    N/ALightspeed Retail is a retail PoS system from Lightspeed headquartered in Quebec. Core retail POS features are expanded on higher service tiers with ecommerce option and payments gateway, an accounting system, and a customer loyalty program.N/A
    Pricing
    GoodData.AILightspeed Retail
    Editions & Modules
    No answers on this topic
    Basic
    $79.00 ($69.00)
    per month (when billed annually)
    Starter
    $119.00 ($99.00)
    per month (when billed annually)
    Standard
    $139.00 ($119.00)
    per month (when billed annually)
    Advanced
    $189.00 ($169.00)
    per month (when billed annually)
    Pro
    $259.00 ($229.00)
    per month (when billed annually)
    Enterprise
    Contact Sales
    Offerings
    Pricing Offerings
    GoodData.AILightspeed Retail
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    GoodData.AILightspeed Retail
    Considered Both Products
    GoodData.AI
    No answer on this topic
    Lightspeed
    No answer on this topic
    Key User Insights
    Would buy again
    90%
    Would buy again
    73 Answers
    60%
    Would buy again
    6 Answers
    Delivers good value for the price
    97%
    Delivers good value for the price
    70 Answers
    70%
    Delivers good value for the price
    7 Answers
    Happy with the feature set
    90%
    Happy with the feature set
    73 Answers
    70%
    Happy with the feature set
    7 Answers
    Lived up to sales and marketing promises
    93%
    Lived up to sales and marketing promises
    55 Answers
    70%
    Lived up to sales and marketing promises
    7 Answers
    Implementation went as expected
    84%
    Implementation went as expected
    54 Answers
    80%
    Implementation went as expected
    8 Answers
    Features
    GoodData.AILightspeed Retail
    BI Standard Reporting
    Comparison of BI Standard Reporting features of GoodData.AI and Lightspeed Retail
    Feature
    GoodData.AI
    8.1
    74 Ratings
    12% above category average
    Lightspeed Retail
    -
    Ratings
    Pixel Perfect reports8.055 Ratings00 Ratings
    Customizable dashboards8.974 Ratings00 Ratings
    Report Formatting Templates7.362 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of GoodData.AI and Lightspeed Retail
    Feature
    GoodData.AI
    8.1
    74 Ratings
    4% above category average
    Lightspeed Retail
    -
    Ratings
    Drill-down analysis7.772 Ratings00 Ratings
    Formatting capabilities7.674 Ratings00 Ratings
    Report sharing and collaboration8.069 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of GoodData.AI and Lightspeed Retail
    Feature
    GoodData.AI
    7.9
    69 Ratings
    2% above category average
    Lightspeed Retail
    -
    Ratings
    Pre-built visualization formats (heatmaps, scatter plots etc.)8.067 Ratings00 Ratings
    Location Analytics / Geographic Visualization7.656 Ratings00 Ratings
    Predictive Analytics6.540 Ratings00 Ratings
    Pattern Recognition and Data Mining9.620 Ratings00 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of GoodData.AI and Lightspeed Retail
    Feature
    GoodData.AI
    8.0
    75 Ratings
    5% above category average
    Lightspeed Retail
    -
    Ratings
    Multi-User Support (named login)8.974 Ratings00 Ratings
    Role-Based Security Model8.666 Ratings00 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)8.072 Ratings00 Ratings
    Single Sign-On (SSO)6.546 Ratings00 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of GoodData.AI and Lightspeed Retail
    Feature
    GoodData.AI
    8.3
    51 Ratings
    14% above category average
    Lightspeed Retail
    -
    Ratings
    REST API8.443 Ratings00 Ratings
    Javascript API8.339 Ratings00 Ratings
    iFrames8.340 Ratings00 Ratings
    Best Alternatives
    GoodData.AILightspeed Retail
    Small Businesses
    Yellowfin
    Score8.6 out of 10
    Square POS
    Score9 out of 10
    Medium-sized Companies
    Reveal
    Score10 out of 10
    No answers on this topic
    Enterprises
    Microsoft Power BI Embedded
    Score8 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GoodData.AILightspeed Retail
    Likelihood to Recommend
    9.2
    (102 ratings)
    9.5
    (15 ratings)
    Likelihood to Renew
    8.9
    (19 ratings)
    -
    (0 ratings)
    Usability
    9.4
    (81 ratings)
    9.5
    (3 ratings)
    Availability
    8.7
    (3 ratings)
    -
    (0 ratings)
    Performance
    8.7
    (3 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (11 ratings)
    9.8
    (4 ratings)
    In-Person Training
    9.0
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.0
    (1 ratings)
    -
    (0 ratings)
    Implementation Rating
    7.0
    (4 ratings)
    -
    (0 ratings)
    Configurability
    7.7
    (2 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    8.0
    (13 ratings)
    -
    (0 ratings)
    Data Sources
    8.0
    (13 ratings)
    -
    (0 ratings)
    Ease of integration
    7.3
    (4 ratings)
    -
    (0 ratings)
    Product Scalability
    9.2
    (2 ratings)
    -
    (0 ratings)
    Vendor post-sale
    8.7
    (2 ratings)
    -
    (0 ratings)
    Vendor pre-sale
    8.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GoodData.AILightspeed Retail
    Likelihood to Recommend
    GoodData.AI
    I think it works nicely for shops that want the analytical power and are ok to host their own infrastructure for the data and etl. For smaller operations with limited budgets but still high demand for analytical features the math may not work out.
    Incentivized
    Read full review
    Lightspeed
    It is perfect for any small business looking for inventory control, Tracking purchase history, and just an all round easy to use software for retail and beyond. I would not use it if I have only a few hundred items or was a larger company that can afford to build my own POS software.
    Incentivized
    Read full review
    Pros
    GoodData.AI
    • The source datasets are often complex, semi-structured and un-linked to key entities. With GoodData, all of these datasets are unified to serve as a central semantic data model layer, building into a galaxy schema with dimensions, bridge, and facts, which then forms the backbone that powers the [...] data intelligence cloud. Building insights and dashboards become a much easier task once the underlying data model is designed. GoodData enforces certain best practices as a BI tool, which must be adhered to get the true value of the raw data. For e.g. the source FDA dashboard may just show inspection data but the Site Profile dashboard built on GoodData goes beyond the standard information and shows more insight into site risk scores and can be drilled into details. There is blog written on this topic: [...].
    • GoodData provides a rich collection of visualization options that help us create compelling story-telling via dashboards. Being well-prepared for FDA inspections is essential for maintaining product quality, regulatory compliance, and avoiding serious business setbacks. FDA inspections are critical events that can shape a company’s market access and reputation. The FDA itself offers the FDA Data Dashboard, but it doesn’t make every document available. There is a blog written on this topic: [...].
    • Medical devices and technologies do not stop evolving after they receive regulatory approval. Once a product hits the market, it faces real-world usage, compliance challenges, and an array of regulatory scrutiny. Managing these postmarket dynamics is critical to a product’s long-term success and patient safety. However, many companies struggle to keep track of relevant events across a product’s markets, from adverse event reports to changing regulations. Postmarket Intelligence developed on GoodData platform enables us to solve that problem. It empowers MedTech companies to efficiently monitor, assess, and act on postmarket data—saving time, improving decision-making, and ensuring compliance with industry standards. Anyone who is used to trying to get the data they need from the various FDA, and other regulatory agency websites, knows that collecting, cleaning, and structuring that data takes hours. And that’s before any analysis can get done. We enable customers to free up time to focus only on the high-value analysis and subsequent recommendations to leadership, rather than wrangling the data.
    • The data pipeline refresh that is provided by GoodData Platform is also quite useful from data engineering perspective. The Automated Data Distribution v2 or commonly called as ADD refresh follows a set pattern of identifying the analytical data model through output stage which helps abstract the complex table definition to simpler views that can help with quick rebuild at the data warehouse level while loading the data into GoodData's ADS storage layer. The import first way of loading data into GoodData's cloud storage, followed by querying for any aggregations or metrics on the GoodData analyzer, makes this simple and fast.
    • GoodData's latest product i.e. Cloud also offers several good features like Analytics as Code which helps software engineering teams follow a code-first approach to analytics, where building insights, dashboards or even datasets can be done in YAML templates or serviced by REST APIs. This is particularly forward thinking in the modern technology stack and evolving industry requirements. These provide seamless integration options to front-end and backend code, embedded analytics with multiple choices from HTML to React based workloads. At [...], we are currently exploring most of these features while planning for a future migration from Platform to Cloud.
    Incentivized
    Read full review
    Lightspeed
    • Lightspeed Retail has great reports that are very easy to read and understand.
    • Lightspeed Retail is great to train new employees on because of its ease of use. There are not lots of different things that you have to learn just basics.
    Incentivized
    Read full review
    Cons
    GoodData.AI
    • Good Data is already have certain customizable options. However, having more flexibility in customizing reports and dashboards & control over the visual aspects would enhance the overall user experience.
    • To make Good Data even more powerful tool, improving the speed and responsiveness of the tool, especially during data-intensive tasks, would be a significantly helpful.
    • For new users, the interface can be made more user friendly which would promote easy navigation through features of tool.
    Incentivized
    Read full review
    Lightspeed
    • With a larger SKU assortment size, the software really starts to struggle with doing physical inventory after scanning in a few hundred items.
    • Several times throughout each year Lightspeed went down on us (not our internet connection but actually Lightspeed verified).
    • Special order system could use a lot of modern improvements (ability to schedule ahead of time, etc.)
    • Reports are very basic, and will likely require there Lightspeed Analytics to actually get reports useful for day to day operations.
    • Weak system for receiving purchase orders.
    • Does not handle items and cases for reordering very well. Have used multiple Point of Sale systems in the past 10 years that allow to set reorder points based on single items, but reorder the case automatically, Lightspeed has no support for this.
    Incentivized
    Read full review
    Likelihood to Renew
    GoodData.AI
    Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage
    Incentivized
    Read full review
    Lightspeed
    No answers on this topic
    Usability
    GoodData.AI
    From a customer perspective it is incredibly usable. We have more users building their own reports that would normally need custom work from our support team. The back end can be daunting when trying to configure things like new data elements or push changes to a report to all existing customers.
    Incentivized
    Read full review
    Lightspeed
    Simply well designed with obvious icons per component, making it easy to interface with.
    Incentivized
    Read full review
    Reliability and Availability
    GoodData.AI
    We are approximately one month since go-live. There has been one short outage.
    Read full review
    Lightspeed
    No answers on this topic
    Performance
    GoodData.AI
    I'm generally impressed with how fast it reflects so much data.
    Incentivized
    Read full review
    Lightspeed
    No answers on this topic
    Support Rating
    GoodData.AI
    Support team has been highly responsive and helpful from our first initial deployment to present day. They engage and work with us. know when to escalate for more challenging problems. They also follow up. Overall have had a very good experience with support
    Incentivized
    Read full review
    Lightspeed
    I gave the rating of a 9 because ninety percent of the time when I talk to their support they're very helpful. One of the only real issues I have is there are times where the queue will be 7-9 people deep. When you have an error you don't know how to fix, sometimes this is very troubling. But overall their support is usually quick and friendly.
    Incentivized
    Read full review
    In-Person Training
    GoodData.AI
    Petr was a rock star - patient, knowledgeable, clear and easy to work with.
    Read full review
    Lightspeed
    No answers on this topic
    Online Training
    GoodData.AI
    GoodData implementation team was professional and courteous
    Read full review
    Lightspeed
    No answers on this topic
    Implementation Rating
    GoodData.AI
    Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome
    Incentivized
    Read full review
    Lightspeed
    No answers on this topic
    Alternatives Considered
    GoodData.AI
    GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.
    Incentivized
    Read full review
    Lightspeed
    Lightspeed is faster, sleeker and more modern than our previous POS system. I can’t express enough how easy the online store portion of Lightspeed is - it just intuitive and sometimes, is TOO easy, I feel like I have to be forgetting something. Lightspeed is staying modern and current where our previous POS was not
    Incentivized
    Read full review
    Scalability
    GoodData.AI
    We never had any issues with scalability, other than being limited by workspaces
    Incentivized
    Read full review
    Lightspeed
    No answers on this topic
    Return on Investment
    GoodData.AI
    • I personally pushed our management to get GoodData implemented, and there on we have been making much more profits than we ever did!
    • Last month we made a decision using the platform and withing a short span of time our ROI gets 7X.
    • We also made a marketing spend of $100,000 every quater using the insights and metrics, and we are really happy with the returs.
    Incentivized
    Read full review
    Lightspeed
    • Certainly has saved money on cash-outs/ accounting due to QuickBooks integration.
    • Faster processing through tills means happier customers and more sales per hour.
    • Expensive product at $5K a year has taken away some profitability for this small business. It's way, way over priced.
    Read full review
    ScreenShots

    GoodData.AI Screenshots

    Screenshot of Governed Analytics and AI, Built for ScaleScreenshot of Build and Scale Analytics with CodeScreenshot of Ground AI in Trusted Business ContextScreenshot of Automate Analytics with Assistants, Copilots, and AI WorkflowsScreenshot of Embed and Extend Analytics AnywhereScreenshot of Optimize Performance and Compute Cost