Darktrace AI interrupts in-progress cyber-attacks, including ransomware, email phishing, and threats to cloud environments. It's able to detect and establish baselines for your organization so it can make the distinction between what is and what isn't normal network activity for your organization. This allows it to tackle complex cyber-attacks as they happen and prevent future cyber-attacks from happening.
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Marin Software (discontinued)
Score9.1 out of 10
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Marin Software was a cloud-based cross-channel advertising campaign management platform which integrated many tools and functions, and the name of the company in San Francisco that issued the software. Marin declared bankruptcy in 2025, and the service is not currently active.
Darktrace is a product well suited for the vast majority of infrastructures and helps monitoring and responding to threats based on the network in a very elastic way. This is a product based on on-premise infrastructures that hosts its machines locally, of course it can be technically difficult to monitor an entire On-Cloud infrastructure but even there there's room for sensors and monitoring, not to mention the SaaS and mail integration that completes the product.
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
It's well suited when you have to integrate it with another data source, like an FTP for example. The dimensions you can assign to campaigns or ad group levels help for easier performance management and reporting. What makes it difficult is that everytime you need to update anything on the account, you can't use the publisher but have to do it through Marin. This makes the whole process very time consuming and causes more mistakes. Also if you have paused anything on the publisher and you don't remember to sync marin after, all changes on the publisher will get lost if you make new changes on marin
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
Uses it Al model UEBA to detect anomalies in the behaviour of not only the users in a corporate network but also the routers, servers, and endpoints in that network.
Provides a visualisation of both egress and outbound network traffics flowing in and out of the organisation.
Darktrace comes with it autonomous AI model detection and responses capabilities.
Darktrace as an AI next generation NDR solution, prevents ,contains and quarantines malicious traffics from and into the corporate network.
Marin is a self-serve platform. You can tailor your campaigns per your preference/convenience/needs. You can customize your view, see % changes, create custom columns depending on your Key Performance Indicators, and set any sort of dimensions and labels that will help you filter for your campaigns on a daily basis.
Bidding and changes to destination URLs can be done through mass edits within the UI, without having to upload bulk-sheets. You push any changes from Marin to the Engines, and can also pull in your changes from Bing/AdWords engines by syncing your campaigns as well. The system will not publish anything you do not manually post until Midnight PST. You can copy paste straight from your excel bulksheet into the uploading tool (or upload the document through unicode text).
The Administrative log keeps track of all changes, and keeps users (through their logins) accountable for any edits. This way, you can filter for your name, and find the edits that you made, just to double check your work, or to make sure you are publishing the correct changes. There is a keyword- group- and campaign-level history/settings log, where you can see the name of the user who created, edited, published, paused, activated, deleted, etc. any item.
You can set up alerts that will help you manage accounts: anything from active campaigns with 0 ad copy, to finding keywords in low ad positions.
If you push duplicate keywords, the system will reject them, keeping our accounts from getting clouded due to human error. There is no need to download existing keywords or groups and use their keyword or group IDs to make any edits--instead, editing is a breeze because the system detects the new changes automatically. The only need for IDs is when making edits to creative.
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
There are few areas that I would say need to be improved; their customer support portal allows you to log tickets with any suggestions or things you feel the product is missing, and they will generally show you how to achieve what you want, or in some cases, introduce it as a feature in a later update.
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
Support. They are addressing this currently, and things seem to have improved lately, but we were experiencing long delays in getting support tickets addressed.
New Google Shopping campaigns will not even show in the tool. Old PLA campaigns are fine however.
Random missing data. Typically this happens after an update, but we've seen data missing in various clients. Usually logging a support ticket and having Marin Support rerun a backend process resolves the issue.
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
I've used Marin Software now at three separate companies where I evaluated the platform along with several other internal partners. In each case, we did make the decision to renew based on our positive experience with the app and the customer support we received at the Enterprise level. Especially when we had complex integration questions or faced the change to Google's enhanced campaigns - Marin worked closely with us to make the transition seamless.
The Darktrace toolset is very expansive, allowing it to handle many different tasks, but this leads to a user interface that is sometimes not at all intuitive. Icons don't always make sense visually, and the associated tool tips do not always provide enough detail on what action the button performs
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
Marin Software's usability is bar none in the paid search world. All that said, I think Marin Software only appears superior because all the tools in the space provide extremely subpar support. Kenshoo is so complex that I don’t know think half the people that work there know how to use it.
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
Darktrace support is excellent in my experience. They send a competent engineer on-site to provide on-boarding training. They were also very responsive in responding to questions and concerns. Having an individual point of contact who is a competent network and security engineer is not a common experience, at least for me.
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 times that I have had to contact Marin support, they have been very helpful. When I spoke with them on the phone, they walked me through the process to be able to resolve the issue that I had, The gentleman walked me through all the steps and easily helped me resolve the issue that I had.
Interactive helpful videos, summaries, and quizzes help a user learn the platform in demo-mode. The only challenge was that once you clicked certain buttons per instructions, you couldn't necessarily go back to retake notes without redoing the entire module.
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
As I said previously I would just highly recommend everyone being hands on during implementation to make sure everyone knows how to use the product. Marin Software does an excellent job with training and answering questions so this is not a significant insight however it makes the process easier in the long run
We did NOT select Darktrace. OSSIM/AlienVault is a more mature product and it provided better intelligence and reporting. The end user interface is much easier to use - and you can tell built form engineers who have had to do the work. My suggestion for anyone considering Darktrace, is to get the price upfront; do a 30/60 onsite trail; and do the same thing, at the same time, with AlienVault. AlientVault will win every time. I say that because that's exactly what I did.
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
Marin is a must have for any enterprise-level PPC account. The time savings from task automation and the very sophisticated bidding platform can help any advertiser or agency effectively scale any account. In both AdWords and Bing, the bulk editing and automated bidding features are less reliable and prone to error. The interfaces are also unnecessarily complicated and outdated. While Google Analytics is a great tool, there are no features that tie true revenue data into these interfaces, limiting the amount you can really optimize around ROI.
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
One big positive is how it helps us with the security assessments that clients have done on us. They are looking to see if we know how we might have unusual/malicious traffic running on the network.
If you have a small network and only need 1 appliance, it can be a good ROI and peace of mind.
You could go down a hole in trying to spend time looking at all of your traffic with this software. You need to focus only on what it is showing as potential bad traffic.
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
It has definitely increased employee efficiency because we run on Yahoo Gemini, Bing, and Google. If we had to optimize/report per engine, it would take hours and hours each week.
I think it's made optimizations less of a daunting task in my daily routine. I've been able to pinpoint where our ROI suffers and work from there in a matter of minutes.
The customer service has gotten better and could still be improved. Our Marin rep used to be horrible at returning messages but once he got support, we were able to implement a ton more pixels and betas.
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