GoodData.AI vs. Salesforce Agentforce Commerce

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.

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Global Sites; larger commerce organizations but not too large where the % rev-share would affect its feasibility in a feature comparison. Salesforce is rock solid in infrastructure and rarely has outages or issues; it scaled appropriately for holiday peak and was able to accomplish anything we put our minds to as long as we staffed development appropriately. The latter, however, is not to be overlooked. Developers are necessary and expensive.

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• 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.

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• Traffic - When we have sales, our traffic will increase exponentially and their cloud can handle the huge uptick in traffic we receive without overloading our servers.
• Site updates - it continually monitors in the background for any upgrades or updates needed so we don't have to go in and do it ourselves. A real time saver!
• Integration - outside plugins and add-ons are easy to install with Salesforce commerce cloud as it allows a seamless integration of extra plug ins onto our site.

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• 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.

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• The UX within the Business Manager portion of Demandware, the primary interface for marketers, is generally a confusing, inconsistent mess. Particularly infuriating are the lack of consistency for search and sort behavior within the tool.
• A number of useful features, such as the ability to set schedules or tie features to unique customer segments, have seemingly arbitrary limitations imposed.
• Demandware's idea of leveraging the community to be a learning resource and a sounding board for new ideas and features is a nice theory, but in practice it doesn't work for businesses with a lot of customization. I'm left with the impression that individual support is not a priority.

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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

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A huge factor influencing our decision to remain on the Demandware platform is that our new parent company is standardizing all its luxury brands in the US on it. We are fortunate. However, even if we had remained an independent company, I believe we would continue on the Demandware platform for all the reasons outlined in this review. I appreciate the stability the platform has provided to our eCommerce site in the last three years as well as the continuous improvements and technological advances being rolled out that will allow us to keep the site fresh, engaging, modern and stable. I've heard many horror stories from colleagues on other platforms who struggle with the expense and complexity involved with making what should be minor and simple changes and updates to their sites.

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.

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The overall ease of using the system. Consolidation in location for our team members. Mobile application for on the go research, as many of our team members are constantly traveling to job sites or to meet clients. No more duplicate calls to current customers, since we have 12 different divisions that span the company. Mostly the ability to look at the database when our team members begin cultivating a new
lead/prospect with a potential customer to see if anyone within the team has a
relationship with that person or the company they work for.

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We are approximately one month since go-live. There has been one short outage.

We have only had one instance where the platform went down in the time we have been using it.

I'm generally impressed with how fast it reflects so much data.

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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

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They are very responsive and a support technician will be assigned quickly. Even if there is further clarification needed for the ticket, or a solution is not immediately available, you feel that someone is there and staying on top of the issue. Most common issues are resolved quickly and satisfactorily.

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Petr was a rock star - patient, knowledgeable, clear and easy to work with.

The in-person training was thorough. Trainer was pretty dry, but covered everything really well.

GoodData implementation team was professional and courteous

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

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Implementation went fairly smoothly.

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.

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When I think of Salesforce products, I sometimes think of them interchangeably as one big lump. It's hard not to be incredibly immersed in the ecosystem day in and day out and taking advantage of resources like Trailhead. While Microsoft Dynamics compares in quality and offerings, it doesn't offer the same engagement and resources as Salesforce in its communications, social, and marketing, which makes a difference in terms of relevance and help. Commerce Cloud comes with the support you need to succeed and the tools you need to grow. In a high demand consumer world, we need products like this to keep up and get ahead. The minute we catch up, we're behind. Salesforce helps you stay on pace and create the unique and personalized experiences customers everywhere expect.

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We never had any issues with scalability, other than being limited by workspaces

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• 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.

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• In my experience I see most of the retailers see better sales after moving to Demandware.
• Site performance is really good if the application built with best practices suggested by Demandware.
• Service integrations have some limitations in terms of quota etc but still all are inside manageable grounds.

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