--- title: Dreamdata Reviews meta_title: 'Dreamdata Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 264 reviews by the users' company size, role or industry to find out how Dreamdata works for a business like yours. aggregate_rating: rating_value: 4.7 review_count: 264 scale: '5' date_modified: '2026-07-13' parent_category: name: Account-Based Execution url: https://www.g2.com/categories/account-based-execution --- # Dreamdata Reviews **Vendor:** dreamdata.io **Category:** [Attribution Software](https://www.g2.com/categories/attribution) **Average Rating:** 4.7/5.0 **Total Reviews:** 264 ## About Dreamdata Dreamdata is a B2B Attribution Platform that gives marketing teams the most complete view of their customer journey anywhere - so they always know what's working and where to invest next. Built for B2B marketers who need to show impact, Dreamdata lets you answer any question on marketing's revenue contribution instantly. Every number traces back to the source including those generated by AI. No waiting for Ops. No black-box reporting. Just numbers that you can stake your reputation on. Scalable Reporting: Measure the ROI of every GTM activity across your full customer journey - from first anonymous touch to closed deal. Campaign Optimization: See exactly which channels, campaigns, and content drive pipeline, so you know where to invest more and where to cut. Audience Targeting: Build dynamic audiences from your pipeline data and sync them directly to your ad platforms to target in-market accounts. Conversions Sync: Feed enriched pipeline data back to your ad platforms automatically, so your campaigns optimize for revenue not just clicks. Try Dreamdata with your own data before you commit. ## Dreamdata Pros & Cons **What users like:** - Users value the **visualization of the B2B buyer journey** with Dreamdata, enabling precise campaign adjustments and ROI tracking. (56 reviews) - Users value the **attribution accuracy** of Dreamdata, enabling optimized marketing efforts through precise journey mapping. (45 reviews) - Users find **analytics visualization** in Dreamdata invaluable for optimizing marketing efforts and understanding the buyer journey. (43 reviews) - Users value the **all-in-one platform** of Dreamdata, offering integrated insights for improved marketing and sales strategies. (40 reviews) - Users value the **ease of use** of Dreamdata, praising its intuitive interface and seamless implementation features. (37 reviews) - Users value the **seamless integrations** of Dreamdata, enhancing their marketing strategies with continuous updates and new features. (36 reviews) - Journey Creation (35 reviews) - Journey Management (33 reviews) - Attribution Tracking (29 reviews) - Analytics Expertise (28 reviews) **What users dislike:** - Users report a **steep learning curve** due to the complexity and depth of Dreamdata's features and insights. (24 reviews) - Users note the **lack of essential features** like ABM reports and custom dashboards, impacting overall user experience. (14 reviews) - Users express frustration with **inadequate reporting** , highlighting challenges in setup and navigation, affecting overall usability. (11 reviews) - Users find Dreamdata's interface **not intuitive** , leading to a steep learning curve and inefficient navigation. (11 reviews) - Users express frustration with **poor reporting** capabilities, noting that manual setup hampers efficiency and usability. (10 reviews) - Users find the **complex setup** of Dreamdata time-consuming, requiring effort to connect data sources effectively. (9 reviews) - Users note the **limited customization** options in Dreamdata, wishing for more ways to tailor data presentations. (9 reviews) - Difficult Learning (8 reviews) - Difficult Setup (8 reviews) - Expensive (8 reviews) ## Dreamdata Reviews ### 1. The best possible picture of your prospect/customer journey possible **Rating:** 5.0/5.0 stars **Reviewed by:** Luke F. | Marketing Program Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 20, 2023 **What do you like best about Dreamdata?** In B2B you'll never get a full picture of the journey people take to become customers, so much happens offline, at a barbeque with friends or a secret slack group. With Dreamdata you get the best possible picture of the path a prospect takes, enabling you to make more informed data-driven decisions on the effectiveness of your activities. All the integrations are super easy to setup and involve no coding. Their deep partnership with LinkedIn provides greater insights into your ad spend's impact that you can't get anywhere else. Honestly just try the free version and see for yourself. **What do you dislike about Dreamdata?** I just wish they had a team in Australia ;) **What problems is Dreamdata solving and how is that benefiting you?** Provides much deeper insights into our prospect journeys and the impact of our marketing spend across paid media, events & conferences. Helps show the impact LinkedIn is having across the entire prospect Journey from first conversion to revenue. ### 2. Easy to use **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Market Research | Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2024 **What do you like best about Dreamdata?** I like the dashboard that dreamdata has and the ease of installing the relevant pixels **What do you dislike about Dreamdata?** I haven't found anything I dislike about dreamdata so far. **What problems is Dreamdata solving and how is that benefiting you?** Understanding where my traffic is coming from and how effective some of my pages are. ### 3. Great for Understanding Customer Journeys & Identifying Revenue Drivers **Rating:** 5.0/5.0 stars **Reviewed by:** Chalique S. | City Leader, Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2024 **What do you like best about Dreamdata?** The best things about dreamdata is definitely the analytics and insights into the buyers journey. **What do you dislike about Dreamdata?** Not really best for enterprise companies that have multiple departments, product lines, and a complex CRM set up. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata has helped solve our issues within the buyers jounrney by uncovering intent data that we have not noticed before which allows up to allocate budget properly and align our GTM team so that we are more productive and efficient. ### 4. Great B2B data overview **Rating:** 4.5/5.0 stars **Reviewed by:** Andy G. | Head of Marketing, Small-Business (50 or fewer emp.) **Reviewed Date:** February 15, 2024 **What do you like best about Dreamdata?** I love how DD integrates all of the most important data sources and then allows me to see an overview of the various tocuchpoints in one system. Plus it connects to our CRM to match pipeline and revenue influence. And we're only on the free tier atm. **What do you dislike about Dreamdata?** For a small start-up, it's a bit pricey for some of the more advanced features. Hence only using the free version. **What problems is Dreamdata solving and how is that benefiting you?** It helps bring all the data together, and has a basic overview of our marketing activities and touch points to then evaluate. ### 5. This Platform just keeps getting better and better **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** November 08, 2021 **What do you like best about Dreamdata?** Dreamdata just keeps bring the goods. The expansion on their offering brings a suite of insights so you can understand, plan and take action with confidence. UX/UI also continues to be refined, it's a good feeling when the user is just as important as the tech. **What do you dislike about Dreamdata?** There is genuinely nothing specific I dislike about the platform. **What problems is Dreamdata solving and how is that benefiting you?** GOAL: Multi-touch attribution is our primary concern, and access to the insights that sit within that. ### 6. Great customer service **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** September 03, 2024 **What do you like best about Dreamdata?** Been following Dreamdata content, had tried the analytics platform, and now I actually have the need to use it. Set everything up, David from support helped me troubleshoot a few things, overall 10/10 experience. Getting value of the free plan already, and it's been only like 2 weeks gathering data. **What do you dislike about Dreamdata?** Honestly, nothing comes to mind. So far so good! **What problems is Dreamdata solving and how is that benefiting you?** Seeing companies whose employees we engage. ### 7. Dreamdata unlocked the true customer journey **Rating:** 5.0/5.0 stars **Reviewed by:** Erik A. | Product Marketing Services, Mid-Market (51-1000 emp.) **Reviewed Date:** March 21, 2024 **What do you like best about Dreamdata?** It's amazing how well it can find, track and vizualise the true customer journey. A lot of dimensions in the tool, it was a game changer how it helped us understand what the actuall customer journey looked like for our buyers and what touch points happened that wasn't registered in our CRM. **What do you dislike about Dreamdata?** I didn't dislike anything really, but I would recommend to give it some real attention after the onboarding. When you understand how all the features work together it's super powerful. **What problems is Dreamdata solving and how is that benefiting you?** It gives more color to the true customer journeys and understanding of what content is relevant at a given segment or phase of the journey. ### 8. Excellent service from demo to onboarding and beyond **Rating:** 5.0/5.0 stars **Reviewed by:** Seán W. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 01, 2024 **What do you like best about Dreamdata?** We had trouble in terms of attribution, working off a 'last click' model. Where as with Dreamdata, we can now see what happens before that and can aoprtion our marketing spend more accurately across other chanels that brough users to the point of booking a demo. **What do you dislike about Dreamdata?** There's almost too much infromation so it can be tricky getting started, but after a colpe of weeks, you'll get that time back and the data you can see is increible. **What problems is Dreamdata solving and how is that benefiting you?** We can essentially unveil the dark funnel ### 9. Dreamdata is the go-to tool if you want deeper insights into your B2B customer journeys **Rating:** 5.0/5.0 stars **Reviewed by:** Rasmus M. | Head of Product & Associate Partner, Marketing and Advertising, Mid-Market (51-1000 emp.) **Reviewed Date:** February 28, 2024 **What do you like best about Dreamdata?** Dreamdata is by far the best tool when it comes to getting deeper insights into your B2B customer journeys and touchpoints. **What do you dislike about Dreamdata?** If you could also integrate data/touchpoints from private LinkedIn profiles, the tool would be even more powerful! **What problems is Dreamdata solving and how is that benefiting you?** We're using Dreamdata to get deeper insights into the touchpoints we're having with potential clients. Also, we use Dreamdata for customer journey analysis on all closed deals to understand the journey they had from prospect to client. ### 10. Not just for marketing attribution... The best analytics platform for any B2B company **Rating:** 5.0/5.0 stars **Reviewed by:** Bhanu C. | Member, Mid-Market (51-1000 emp.) **Reviewed Date:** August 29, 2022 **What do you like best about Dreamdata?** It gives the marketing/sales teams a full picture of all opportunities/leads and connects it all to the metric that means the most: REVENUE! **What do you dislike about Dreamdata?** Nothing as of now. The product is continuously being improved based on user feedback. **What problems is Dreamdata solving and how is that benefiting you?** Marketing attribution, revenue reporting, deal/user journeys, website engagement reports, revenue segmentation, content analytics, intent data, G2 integration (along with other integrations) and much more ### 11. Incredible resource for any growth team **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 16, 2024 **What do you like best about Dreamdata?** Super simple to setup. It's the perfect link between third-party ad platforms and our CRM to enable better visibility of performance, improved understanding of the funnel, and faster identification of high-priority traffic to the site. **What do you dislike about Dreamdata?** It could be useful to see more of DD's data within the CRM, to action the data across the org. **What problems is Dreamdata solving and how is that benefiting you?** Understanding more of the impact and performance of different channels against CRM data. ### 12. Nice software for B2B revenye and customer journey mapping **Rating:** 4.5/5.0 stars **Reviewed by:** Frederik Saabye M. | Member, Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2022 **What do you like best about Dreamdata?** It's great that you're able to collect and connect everything in the app and see how everything connects in a simple overview. But most importantly I get to see how long the journeys are in a nice simple way. **What do you dislike about Dreamdata?** From my view it seems like there is a time delay from what happens in the CRM and when it's passed to Dreamdata - not the biggest deal, that could be improved. **What problems is Dreamdata solving and how is that benefiting you?** I see how many touches a deal has before filling a form, my time to revenue and my average sales cycle lengths. Aside from this, I use the software for my customers as a way to be more proactive with my marketing for them. ### 13. A great tool that not only connects our spending to revenue but also helps us scale what's working **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2024 **What do you like best about Dreamdata?** Dreamdata has totally changed the game for us when it comes to understanding our buyer journey. With Dreamdata, I feel like I'm uncovering hidden gems about what really drives our revenue, from user behavior to the tools we use. On top of that, they have great customer support and onboarding. It was easy to get started both learning to use the platform, but also integrating it. **What do you dislike about Dreamdata?** There's nothing I really dislike. But navigating Dreamdata can be overwhelming if you don't have a clear plan in mind. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata helps us to understand which marketing initiatives are working when it comes to our target audience. ### 14. Connecting the dots of the unknown **Rating:** 4.0/5.0 stars **Reviewed by:** Anne Cecilie P. | Senior Marketing Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2024 **What do you like best about Dreamdata?** That, as a SaaS marketeer, you can see through the clutter of traffic and understand the true value of your effort. Very intuitive and easy to use. **What do you dislike about Dreamdata?** It took some time to add the different kinds of sources. **What problems is Dreamdata solving and how is that benefiting you?** It is understanding the impact of the channels used to get the right audience on board. ### 15. Great access & insights to customer journey **Rating:** 4.5/5.0 stars **Reviewed by:** Triin P. | Data Manager (Marketing), Mid-Market (51-1000 emp.) **Reviewed Date:** February 23, 2022 **What do you like best about Dreamdata?** We had a great experience getting Dreamdata implemented into Siteimprove . They were a great support in getting platforms connected, helping out with customization, and making sure we move towards our goals. **What do you dislike about Dreamdata?** Some terminology in the tool can be a little confusing sometimes but otherwise, not much else. **What problems is Dreamdata solving and how is that benefiting you?** We wanted to get more insights into the performance of our marketing channels their ROI and utilize the multi-touch models for a better understanding of marketing impact on deals. ### 16. Great app, makes revenue attribution simple and clear **Rating:** 4.5/5.0 stars **Reviewed by:** Paola F. | Marketing Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** February 21, 2022 **What do you like best about Dreamdata?** It's super simple, and it makes revenue attribution very clear in a way that other CRMs don't. **What do you dislike about Dreamdata?** It has a few bugs, but luckily customer support is great and does its best to fix them. **What problems is Dreamdata solving and how is that benefiting you?** It gave us a good overview of our costs and made it easy to see how each touchpoint in client acquisition has contributed to a closing ### 17. DreamData for Marketing ROI **Rating:** 5.0/5.0 stars **Reviewed by:** Sabin M. | Head of Digital Marketing Operations, Enterprise (> 1000 emp.) **Reviewed Date:** August 30, 2022 **What do you like best about Dreamdata?** Plug and play integrations with our entire Marketing Technology Stack. Ability to easily review ROI for paid channels. **What do you dislike about Dreamdata?** Nothing in particular. A trial Sandbox would be nice. **What problems is Dreamdata solving and how is that benefiting you?** Reviewing ROI for marketing campaigns and channels. Leverage these insights to reallocate spending for optimization. ### 18. Data on steroids! **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin H. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 08, 2023 **What do you like best about Dreamdata?** The amount of data and insights we get from Dreamdata is incredible. The tool solves so many of the issues we've had for so long in our marketing efforts and gives us the insights we need to optimize almost anything. B2B marketing is incredibly hard to measure at attribute, but Dreamdata makes it a lot easier. Another upside is how user friendly Dreamdata is to use. You don't have to be an expert to be able to derive valuable insights as the platform is build to serve them for you. **What do you dislike about Dreamdata?** There's not much bad to say to be honest. Especially with the updated prices, Dreamdata has become a no-brainer for more or less any company out there doing B2B marketing. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata is basically providing me with all the insights I need to evaluate what efforts we're doing that actually ends up contributing to our business. Additionally, amongst the efforts that do contribute, we can see which of those that perform best. It also enables me to more thoroughly report back to our organization. ### 19. Northern star for anyone worrying about attribution (and you should!) **Rating:** 5.0/5.0 stars **Reviewed by:** Tobias Winther T. | Head of Marketing and Analytics, Small-Business (50 or fewer emp.) **Reviewed Date:** May 31, 2022 **What do you like best about Dreamdata?** Ease of use - from setup to value extraction. **What do you dislike about Dreamdata?** Price? But hey, fair compared to stitching multiple separate solutions together. **What problems is Dreamdata solving and how is that benefiting you?** Connecting the otherwise-silo-stack of marketing tools. Making everything easily available for in-depth attribution analysis. ### 20. We use Dreamdata and love it! **Rating:** 5.0/5.0 stars **Reviewed by:** Bjorn A. | Investor/LP, Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2023 **What do you like best about Dreamdata?** Dreamdata solves a problem for us, that we would usually need 3-4 different products to solve. Understanding attribution is just super important for us. **What do you dislike about Dreamdata?** It's quite easy to get started, even without being a marketing person, but we haven't fully dived into all the functionality - but that's more on us than the product. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata gives us a full view of our analytics (and attribution). On the analytics side it was the right choice for us, as we moved away from Google Analytics due to GDPR concerns. ### 21. Knowing what marketing influences our revenue **Rating:** 5.0/5.0 stars **Reviewed by:** Lars S. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2022 **What do you like best about Dreamdata?** You will gain insight into what is actually happening with the leads that you drive in through marketing. Whether they generate revenue. **What do you dislike about Dreamdata?** There is a steep learning curve and the documentation could well be better **What problems is Dreamdata solving and how is that benefiting you?** We get to link our marketing kpi's with our pipeline so we can see which channels and which campaigns work best. ### 22. The tool to go to for customer journey and attribution analytics. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 05, 2024 **What do you like best about Dreamdata?** Customer journey and attribution is very difficult with most CRMs, Dreamdata helps with this, and can even provide a free tier to get you started. Their marketing content is great to spark conversation about attribution (notoriously difficult subject in most companies) **What do you dislike about Dreamdata?** Last I used it, there was some out-of-date documentation, that could have been updated now. **What problems is Dreamdata solving and how is that benefiting you?** Getting automatic insights into customer journey analytics is a big time saver for someone working in RevOps, making manual journeys is very time-consuming and often inaccurate, but with dreamdata you can save time and getter better accuracy. ### 23. Easy integration and accurate reporting! **Rating:** 4.5/5.0 stars **Reviewed by:** James B. | Member, Small-Business (50 or fewer emp.) **Reviewed Date:** March 04, 2024 **What do you like best about Dreamdata?** The Segment integration makes life super easy **What do you dislike about Dreamdata?** I would like their to be a bit more education about data points and enrichment **What problems is Dreamdata solving and how is that benefiting you?** We're an agency that integrates Dreamdata ### 24. Marketing attribution done right **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 23, 2023 **What do you like best about Dreamdata?** The team has been very handy in addressing all our requests; the dashboards provided are good at surfacing relevant business insights which fast-track our decision-making processes. Marketing data are usually so dense that they end-up parked into multiple gigantic spreadsheets, Dreamdata unifies all this and allows non-technical stakeholders to have access to a simple and easy to understand. Since we deal with data at scale, Dreamdata customer support has been instrumental for us in integrating the platform and making the few tweaks required to fit our business case. **What do you dislike about Dreamdata?** The reports are quite dense and could be impressive at first sight; the documentation would need to be a bit more granular in terms of metric definition and how calculations are processed. The opportunity to configure your custom reports, including slicing / dicing metrics directly into the product would be a nice addition. **What problems is Dreamdata solving and how is that benefiting you?** Attribution done correctly at the B2B-level is mandatory at past a certain scale. Without the help of data engineers to build the required reports, we ended up running our business with large spreadsheets containing multiple system exports and all sorts of calculations to take the pulse of our business. We were able to replicate a significant part of our reporting into Dreamdata allowing us to gain speed and clarity in terms of data access. ### 25. Go-to software for B2B Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.) **Reviewed Date:** November 20, 2023 **What do you like best about Dreamdata?** - Ease of use and implementation. - Fair pricing. - Integrations. - Customer support and success teams are always helpful. - Lots of seats so everyone can own the analytics part of their scope. - The pace at which they ship stable features is impressive. - The fact that they are a LinkedIn partner. - Tons of recipes available on their website. - Custom property filtering. - Free reveal tool... **What do you dislike about Dreamdata?** The by-default option is to send an email to everyone when you create a dashboard, why? ahah, I annoyed quite some people with that. **What problems is Dreamdata solving and how is that benefiting you?** One unified view of our customer journey, and not only conversion events but also website visits, LinkedIn ad engagements... If like us, your B2B sales cycle is long and you want to make sense of what is driving or influencing revenue, then you found the right tool. It is not magic, you need a solid grasp of analytics and its limitations, but once you get there, it does feel like magic. ### 26. A powerful tool to help communicate where new users actually come from. **Rating:** 5.0/5.0 stars **Reviewed by:** Nick K. | Director of Marketing, Mid-Market (51-1000 emp.) **Reviewed Date:** December 01, 2023 **What do you like best about Dreamdata?** Dreamdata had a lot of easy to use visualizations that came right of of the box. They're great in helping non-marketers understand the complexity of a user journey. **What do you dislike about Dreamdata?** The platform is powerful and to get to some of the insights you need to dig down pretty deep. That said, the customer service was great and they're willing to walk you through the steps to get there. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata made it possible to cut through the noise in our attribution and bring clear, concise answers on how new users were coming to the product. With that, we could better allocate our budget across demand creation and demand capture strategies. ### 27. Finally, an attribution platform that make sense! **Rating:** 4.0/5.0 stars **Reviewed by:** Luke F. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2023 **What do you like best about Dreamdata?** Out of the box reports, that are simple to use and intuitive to read, making the path to revenue attribution a lot easier than it has ever been. **What do you dislike about Dreamdata?** The UI could be cleaner. Its a bit of a slog to go through each deal journey and idenitify each persona and their respective touches. They could make better use of AI to automate this for you. **What problems is Dreamdata solving and how is that benefiting you?** Before we had Dreamdata, we were only able to use a first or last touch attribibution model, with our existing reporting platform, so it was almost impossible to understand all of the channels which touched a lead or a deal, and the personas involved, to get a holistic understanding of what and how our channels and campaigns were performing. We've finally been able to validate a lot of our initial hypotheses about how marketing's efforts were influencing pipeline and revenue, and we've only just scratched the service of whats possible with the platform. ### 28. Plug and play data that you could never display yourself **Rating:** 4.0/5.0 stars **Reviewed by:** Christian V. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2024 **What do you like best about Dreamdata?** Sends me a report each week with performance in terms of new accounts engaging with ads. Also very easy to use, no need to setup a lot of stuff, Dreamdata has already asked the good questions and made the hard work **What do you dislike about Dreamdata?** No easy instructions to integrate with your CRM unless you have Hubspot or Salesforce. **What problems is Dreamdata solving and how is that benefiting you?** Attribution ### 29. Amazing platform with clear information **Rating:** 4.5/5.0 stars **Reviewed by:** Nicolas M. | CMO, Mid-Market (51-1000 emp.) **Reviewed Date:** April 10, 2024 **What do you like best about Dreamdata?** Ease of integration, customization, features **What do you dislike about Dreamdata?** Nothing. I have found every aspect of the platform very helpful. **What problems is Dreamdata solving and how is that benefiting you?** Multi touch attribution ### 30. Helping marketing and sales align with great attribution modelling! **Rating:** 4.0/5.0 stars **Reviewed by:** Felix H. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 08, 2023 **What do you like best about Dreamdata?** Great communication from their team and the different reports that can be built are versatile and allow amazing insight into best practices for our business going forward. **What do you dislike about Dreamdata?** Albeit it's "out of the box" and user-friendly, the set-up has to be completely spot on, otherwise that data can be misattributed - not sure that's much of a dislike, though. **What problems is Dreamdata solving and how is that benefiting you?** Allowing us to understand a company's full journey and not just attribute based on the last touch, allows us to understand which areas of the journey are most critical to focus on. ### 31. Free plan is more than enough **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 17, 2023 **What do you like best about Dreamdata?** Their free plan allows us for data that we would otherwise have a hard time compiling and cleaning and gives us great options if we ever want to upgrade. **What do you dislike about Dreamdata?** That the full product is too expensive for us to ever even consider pursuing it, and most likely also too complex for a small, inexperienced team to ever make adequate use of. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata replaced our basic website analytics after we stopped using GA ### 32. Great product for following your customers path from first contact to sales **Rating:** 4.5/5.0 stars **Reviewed by:** Turkka U. | Sales Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2022 **What do you like best about Dreamdata?** It collects nicely all your marketing efforts together with analytics. **What do you dislike about Dreamdata?** It is a bit complex at first to understand all the potential. **What problems is Dreamdata solving and how is that benefiting you?** I want to know more about my customer jorney. ### 33. Join up the dots between unknown visitor and customer **Rating:** 5.0/5.0 stars **Reviewed by:** Chris L. | Head Of Marketing, Mid-Market (51-1000 emp.) **Reviewed Date:** August 09, 2023 **What do you like best about Dreamdata?** It gives us a great view of performance across the funnel and integrates with our other marketing systems. The support we've received has been first class. **What do you dislike about Dreamdata?** As with all new martech systems it takes a bit of time to figure out the UI and get the best out of it. Not really a criticism as such. **What problems is Dreamdata solving and how is that benefiting you?** Helps us calculate ROAS and ROI from other non-paid channels. Maps multiple contacts to deals without any headaches. ### 34. Amazing Tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** February 28, 2024 **What do you like best about Dreamdata?** Great insights. Simple connections and implementation to any ad platform. Great team and useful support articles. **What do you dislike about Dreamdata?** Would be cool to cover more ad platforms, like Shopify App Ads. How it measures is not crystal clear. **What problems is Dreamdata solving and how is that benefiting you?** Can connect the dots between paid ads, leads and customers. ### 35. Great tool for B2B Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** November 17, 2023 **What do you like best about Dreamdata?** Very clear overview of analytics, performance of marketing channels and revenue attribution.The content analytics is also very helpful. Great customer support! **What do you dislike about Dreamdata?** Not much to dislike about the platform. Setting up the account is fairly easy! **What problems is Dreamdata solving and how is that benefiting you?** All analytics under one simple dashboard. Save a lot of time. ### 36. Powerful product even at freemium level **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Graphic Design | Small-Business (50 or fewer emp.) **Reviewed Date:** November 21, 2023 **What do you like best about Dreamdata?** Knowing if my marketing activities engages the right companies. Being able to see which companies view website content or engage with LinkedIn content. **What do you dislike about Dreamdata?** The UI feels a bit outdated and overwhelming at times. This feels very much built for data people by data people. **What problems is Dreamdata solving and how is that benefiting you?** It tells me whether our marketing efforts engage our ideal customer and company profile. E.g., this lets us know if your targeting on LinkedIn works when we want to bring people to our website. ### 37. Uncover your marketing touchpoints **Rating:** 5.0/5.0 stars **Reviewed by:** Udhayan V. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 27, 2023 **What do you like best about Dreamdata?** Dreamdata's ability to: 1)Map all the touchpoints in a customer journey 2)Detailed marketing analytics report on revenue attribution **What do you dislike about Dreamdata?** While there isn't much to dislike about Dreamdata, we did encounter a few minor errors during the setup process. However, this is fairly common when working with emerging software, and the Dreamdata team was quick to address and resolve any issues we faced. Overall, the onboarding experience was smooth and the support team was responsive and helpful in resolving any issues that arose. **What problems is Dreamdata solving and how is that benefiting you?** Prior to using Dreamdata, we struggled to gain a clear understanding of which marketing channels were driving revenue, the contact's first interaction with our website, and how to accurately attribute revenue across multiple touchpoints ### 38. Dreamdata helped us learn which platforms do and which do not work for us **Rating:** 5.0/5.0 stars **Reviewed by:** Alina R. | Social Media and Community Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 23, 2022 **What do you like best about Dreamdata?** Dreamdata is a great tool for B2Bs that want to get a full picture of their customer journey and be able to tie marketing efforts to revenue. I work with Social Media, and what Dreamdata has helped us with is having an overview of all our paid campaigns. We are also able to see revenue attributed to our organic social efforts. **What do you dislike about Dreamdata?** It can be a bit hard to navigate through all the options and models, but we have had a Dreamdata representative to help us out throughout the whole journey. The team is super helpful :) **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata has helped us find out how long our customer journey is, where our customers are coming from and how many touchpoints it takes on average for them to convert. Having access to this helps us make better decisions when it comes to our marketing efforts. Overall - it's been great to have Dreamdata and not need to use Google Analytics as much; now my marketing peers and I all use the same numbers when we report - while it might not be perfect, it's as close as it gets. ### 39. Capable software offering visibility into your prospects' customer journeys **Rating:** 5.0/5.0 stars **Reviewed by:** Mike M. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 06, 2023 **What do you like best about Dreamdata?** Dreamdata is a purpose-built platform focused on solving the #1 priority of marketing teams: attribution. It makes the complex problem of attribution more clear, and offers clean ways to view relevant data. Their support teams, even up to C level, are also very keen to help and roll up sleeves to solve problems with their customers. **What do you dislike about Dreamdata?** There's some complexity to the platform, but hard to see how it could be further simplified. **What problems is Dreamdata solving and how is that benefiting you?** It's helping us understand the performance of different channels and different initiatives that we're running. It helps inform our decisions on how to navigate our marketing efforts. ### 40. Great Customer Service & Powerful Reporting **Rating:** 4.0/5.0 stars **Reviewed by:** Brad F. | Head of Marketing Insights, Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2022 **What do you like best about Dreamdata?** The way the team works with us to customise our specific needs to the numbers we get back around marketing attribution - without our CS it would be extremely difficult for us to achieve our goals and enrich our data. It has taken time, but the insights we have access to are very powerful. **What do you dislike about Dreamdata?** The dashboard can be quite buggy & really isn't structured to help drill down on the top-level numbers to gather more granular insights on what is helping us succeed or which campaigns are performing well for us - which is difficult when it comes to reporting on the success or failure of campaigns. The other issue is with onboarding. Dreamdata is a very powerful tool but it's complex and I would have liked a lot more end-to-end training materials available so I know how to make the most out of the platform and dashboards. There is a steep learning curve - especially if you are like myself who came in after implementation but I am still at the mercy of our customer support - which is great, by the way. **What problems is Dreamdata solving and how is that benefiting you?** We can see how many deals marketing are involved with and how many touchpoints and campaigns are involved at which stages. This type of information is extremely valuable for us to know which campaigns are helping drive pipeline ### 41. Best tool to analise multitouch attribution in B2B **Rating:** 5.0/5.0 stars **Reviewed by:** Pedro A. | Marketing & Growth Ops Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 22, 2023 **What do you like best about Dreamdata?** The multitouch attribution. Being able to know what touch points that deal has and what really contributed to it, is a really game changer. **What do you dislike about Dreamdata?** Nothing! Every feature that we need and is not in the product itself, is analysed by the team and if they can, they add it to the product. Simply amazing! **What problems is Dreamdata solving and how is that benefiting you?** Everything related with Data. From attribution, to Company journeys or Revenue Operations, it's all there ### 42. A visionary platform that helps uncover actionable insights and map the customer journey **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** November 23, 2022 **What do you like best about Dreamdata?** Dreamdata removes the drudge work needed to fully view a customer's journey from the first touch point to the last (and all the interactions in between). Aside from the platform, the Dreamdata team is a pleasure to collaborate with and is always eager to help customers grow, be it tactically or strategically. **What do you dislike about Dreamdata?** Although Dreamdata offers good out-of-the-box reporting, it's still lacking in some ways. However, the Dreamdata team is always ready to help pull the platform's data into customers' warehouses for custom reporting. Another thing is that the terminology might be confusing at times, but it's pretty easy to get the hang of it. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata has helped our Marketing team detangle the complexity and intricateness of the customer journey, uncover what's working and what isn't, and optimise accordingly. It helped identify the influence (or lack thereof) of different marketing channels on new business deals, which had been missing in our first-touch attribution model/reporting. ### 43. One of the absolute leading B2B attribution tools **Rating:** 5.0/5.0 stars **Reviewed by:** Victor H. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 06, 2023 **What do you like best about Dreamdata?** B2B revenue attributuion, including time-to-revenue metrics provided in a customer journey overview on both client and company level is just an absolute pleasure to work with. Top Tier. **What do you dislike about Dreamdata?** The price is a bit high. Personally i think dreamdata only really makes sense in the paid-version. Otherwise Google Analytics can probably give you the same insights. But i would however strongly advise bigger companys to invest in Dreamdata, to get leading B2B attribution. **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata is providing us with much needed overview of our customer journeys. Both on client and company level. Time-to-revenue metrics and in genereal B2B revenue attribution is so cool to work with. ### 44. Dreamdata has enabled us to make smarter decisions on where to allocate our marketing resources **Rating:** 5.0/5.0 stars **Reviewed by:** Christian V. | Performance Marketing Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2022 **What do you like best about Dreamdata?** Dreamdata is our single source of truth. We've spent so many hours trying to identify where exactly our best customers come from and it involved a lot of manual work, especially since we're a distributed team using different platforms. As someone who has to present to the broader leadership team on a consistent basis, Dreamdata has freed me from having to create manual reports every time we meet. Now we look at our dashboards, and we can make faster and better-informed decisions as a group. Also our account manager has taken good care of us and works like a partner! :) **What do you dislike about Dreamdata?** The onboarding process really takes time and you need someone with enough technical skill to install scripts and more importantly validate that the data displaying is accurate. You'll probably need someone dedicated for this. Also currently, users have limited ability to customize data mapping (you'll need to rely on their engineering team to push the data that you want) and limited visualization options (we're doing custom visualizations on Google Data Studio). **What problems is Dreamdata solving and how is that benefiting you?** Where do we invest our marketing resources aka what are the most profitable platforms and campaigns for us? With Dreamdata, so much guesswork have been removed. On a practical sense, we're spending less time creating reports - this has freed us to focus more on executing and working on bigger projects. ### 45. Great tool to identify customer journey and attribution **Rating:** 4.5/5.0 stars **Reviewed by:** Patrick R. | Digital Marketing Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** September 01, 2022 **What do you like best about Dreamdata?** It has a lot of valuable features - even in the free plan. I can get a complete overview of the customer journey with every touchpoint, which allows us to save money on at least a few other different tools and have everything in one platform. **What do you dislike about Dreamdata?** The UI seems a bit outdated and could use a design overhaul. Currently, there's no integration to our ERP system, so I can't get all the data I want. Fingers crossed for a future integration. **What problems is Dreamdata solving and how is that benefiting you?** Our current CRM system can only handle a few sources per lead, which won't give us the full picture in quite a long journey, and may lead to incorrect conclusions. With Dreamdata, we can easily attribute the right channels, ultimately make the right decisions, and spend our marketing budget more wisely. ### 46. Analytics tool that shows you valuable insights that other tools don't **Rating:** 5.0/5.0 stars **Reviewed by:** IPinfo T. | Marketing Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** November 16, 2022 **What do you like best about Dreamdata?** Dreamdata helps to get to the level of revenue analytics and acquisition analytics that hasn't been available to us before. Being in B2B SaaS with a long decision-making cycle, we value long lookback window, company-level insights instead of user-level insights. We also have huge website traffic and many other specifics, that Dreamdata helps us to deal with. I also appreciate the help and responsiveness of our account manager Rune. **What do you dislike about Dreamdata?** It'd be great to get cohort analysis and some other report types in Dreamdata, but I believe they already have a lot of new ideas and features on their product roadmap :) **What problems is Dreamdata solving and how is that benefiting you?** Dreamdata helps us to get proper revenue and acquisition analytics to build marketing reports and plan new initiatives based on data. ### 47. Revenue Transparency and really dedicated onboarding **Rating:** 4.0/5.0 stars **Reviewed by:** Kevin P. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 28, 2023 **What do you like best about Dreamdata?** It is intuitive and helps to get transparency about the impact of marketing efforts, often neglected in pipeline reviews. Helps to align Marketing and Sales and get a common understand of metrics on the way **What do you dislike about Dreamdata?** In my opinion if you have dedicated resources there is a lot that you can probably build by yourself **What problems is Dreamdata solving and how is that benefiting you?** Better understanding the attribution of marketing touchpoints on deal level ### 48. Dreamdata allows us to see all touchpoints in a customer journey & the value of paid efforts **Rating:** 4.5/5.0 stars **Reviewed by:** Chandra A. | Growth Operations Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** August 23, 2022 **What do you like best about Dreamdata?** Our CSM manager is very engaged and spends a lot of time supporting us to ensure we get the most of the product. **What do you dislike about Dreamdata?** Dreamdata doesn't line up with our tech stack- we don't have the most commonly used CRM so we've had to spend additional time to ensure that the data matches. Their engineering time has been very supportive in building solutions for us, though. **What problems is Dreamdata solving and how is that benefiting you?** In our case, we could only see the first or last touchpoint, and we didn't know how certain actions in between influenced our future customers. It also puts the data in one place. Before, only someone who was well versed in several tools could see the customer journey. ### 49. Identify the real value of Organic Growth with DreamData **Rating:** 5.0/5.0 stars **Reviewed by:** Nils W. | Top Funnel Marketer , Mid-Market (51-1000 emp.) **Reviewed Date:** August 24, 2022 **What do you like best about Dreamdata?** It provides a comprehensive overview of how our organic efforts are tight to actual revenue. This way we can make valid decisions on which type of organic content works for us and contributes to the sales pipeline as well as actual revenue. Furthermore, I love that DreamData is constantly improving the platform and listening to its users to provide a customized experience. **What do you dislike about Dreamdata?** It has been quite the journey so far for us. I would not say dislike, but I think DreamData excels in providing meaningful data and could provide also meaningful data visualizations. I know they are working on this for future features, so I am excited to see where the journey will take us. **What problems is Dreamdata solving and how is that benefiting you?** Before DreamData we did not know how much of our Organic Search efforts actually contributed to actual revenue. We had traffic, lead form & other standard conversion metrics. Furthermore, we assumed that we have a longer customer journey and we could estimate our customer return rate. What we didn't know is how many days to revenue it took for new customers. Knowing how long it takes for new customers organically place an order and which type of content helped the decision-making process, is a huge benefit for us! ### 50. Fantastic platform and team **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 30, 2022 **What do you like best about Dreamdata?** Amazing set of reports and very easy to integrate with existing platforms (e.g. social ads, search ads, CRM). The Dreamdata team also go above and beyond to find solutions to any problems we're facing. **What do you dislike about Dreamdata?** I think an easy API connection would be ideal vs connecting to a CRM. That would create a more accurate picture for me. **What problems is Dreamdata solving and how is that benefiting you?** For the first time our business is able to understand what channels are driving the majority of our conversions so we can make well-informed decisions about the channels that we continue to invest in. ## Dreamdata Discussions - [What is Dreamdata used for?](https://www.g2.com/discussions/what-is-dreamdata-used-for) - [View Dreamdata pricing details and edition comparison](https://www.g2.com/products/dreamdata/reviews?page=4§ion=pricing&secure%5Bexpires_at%5D=2026-07-16+19%3A39%3A10+-0500&secure%5Bsession_id%5D=28251d76-bce9-49e9-96e2-344c40efd762&secure%5Btoken%5D=fdaeb55755889cfb7de5ad613fdd5eecd6cc5a082f62c134f42df5ce2ec53c24&format=llm_user) ## Dreamdata Integrations - [6sense Revenue Marketing](https://www.g2.com/products/6sense-revenue-marketing/reviews) - [6sense Sales Intelligence](https://www.g2.com/products/6sense-sales/reviews) - [AdRoll ABM (Formerly RollWorks)](https://www.g2.com/products/adroll-abm-formerly-rollworks/reviews) - [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Albacross](https://www.g2.com/products/albacross/reviews) - [Bing Ads](https://www.g2.com/products/bing-ads/reviews) - [Capterra](https://www.g2.com/products/capterra/reviews) - [Dynamics 365 Marketing](https://www.g2.com/products/dynamics-365-marketing/reviews) - [Dynamics 365 Sales](https://www.g2.com/products/dynamics-365-sales/reviews) - [Facebook](https://www.g2.com/products/facebook/reviews) - [Fin](https://www.g2.com/products/fin/reviews) - [G2 Marketing Solutions](https://www.g2.com/products/g2/reviews) - [G2 Market Intelligence](https://www.g2.com/products/g2-market-intelligence/reviews) - [Google Ads](https://www.g2.com/products/google-ads/reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - [Google Search Console](https://www.g2.com/products/google-search-console/reviews) - [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) - [Hightouch](https://www.g2.com/products/hightouch/reviews) - [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) - [HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews) - [LinkedIn Marketing Solutions](https://www.g2.com/products/linkedin-marketing-solutions/reviews) - [LinkedIn Premium](https://www.g2.com/products/linkedin-premium/reviews) - [LinkedIn Sales Navigator](https://www.g2.com/products/linkedin-sales-navigator/reviews) - [Meta Audience Network](https://www.g2.com/products/meta-audience-network/reviews) - [Microsoft Advertising](https://www.g2.com/products/microsoft-microsoft-advertising/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [Oracle Eloqua](https://www.g2.com/products/oracle-eloqua/reviews) - [Outreach](https://www.g2.com/products/outreach/reviews) - [Pipedrive](https://www.g2.com/products/pipedrive/reviews) - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Salesforce Marketing Cloud Account Engagement](https://www.g2.com/products/salesforce-marketing-cloud-account-engagement/reviews) - [Salesloft](https://www.g2.com/products/salesloft/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Snitcher](https://www.g2.com/products/snitcher/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) - [Twitter Ads](https://www.g2.com/products/twitter-ads/reviews) - [Whatagraph](https://www.g2.com/products/whatagraph/reviews) - [YouTube Advertising](https://www.g2.com/products/google-youtube-advertising/reviews) - [Zapier](https://www.g2.com/products/zapier/reviews) ## Dreamdata Features **Metrics** - Sessions - Digital Analytics - Engagement - Entry and Exit Pages - Standard Event Tracking - Custom Event Tracking - Retention - Return - Conversions - Funnels **Data Sourcing** - Data Enrichment - Expandability - Multiple Devices **Attribution Modeling** - Single-Touch Attribution - Multi-Touch Attribution - Algorithmic Attribution - Cross-Device Attribution - Offline Attribution - Custom Attribution **Platform Basics** - Dynamic Segmentation - Journey Optimization **Revenue Sourcing and Forecasting** - Revenue History - Pipeline Management - Dashboard Analytics - Multi-Device Data Visualization - Data Segmentation - Predictive Forecasting - Revenue Operations Cadence **Agentic AI - Attribution** - Autonomous Task Execution - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Agentic AI - Account-Based Analytics** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Reporting** - Real-Time Reporting - Trending - Retroactive Reporting - Segmentation - Mobile Reporting - Unification Across Devices - Custom Reports and Dashboards **Optimization** - SEO - Dashboards & Reporting - ROI Reporting **Lead Intelligence** - Market Insights - Account-level Insights - Lead Analysis **Marketing Distribution** - Segmentation - Personalized Messaging - Website Personalization - Email Campaigns - Digital Advertising - Direct Mail **Tools** - Contact Collection - Audience Insights **Marketing Operations** - ROI Tracking - Data Collection - Customer Insights - Multi-User Access - Spend Management - White Label **Intelligence** - Marketing Metrics - Predictive Modeling - Recommendation Engine **Marketing** - B2B Attribution - Marketing Channels - Integrations **Platform Data** - Journey Reporting - Trends Reporting - Dashboards - Advanced Data Filtering **CRM Data Enrichment** - Email Activity Capture - Conversation Intelligence - Marketing Leads - Contact Capture **Other** - User Data - Campaign Tracking - E-Commerce - Administration Alerts **Logistics** - Integrations & APIs - User, Role, and Access Management **Lead Management** - Segmentation - Predictive Scoring - Account Identification **Campaign Planning** - Strategy Mapping - Prioritized Accounts - Trending Accounts - Sales Activation **Metrics** - Entry and Exit Pages - Sessions - Engagement - Return - Conversions **Reporting** - Dashboards - Data Visualizations - Custom Reporting **Platform Additional Functionality** - Journey Mapping - Integrations - Automated Alerts **Account Management** - Nonengaged Accounts - Historical Patterns - Rep Performance - Account Engagement - Historical Win/Loss Patterns **Marketing Campaigns** - Omni-Channel Tracking - Revenue Planning - Media Attribution - Opportunity Timeline - Customization - Journey Analytics **Campaign Activity** - Campaign Insights - Reports and Dashboards - Campaign Stickiness - Multichannel Tracking - Brand Optimization - Predictive Analytics **Agentic AI - Customer Journey Analytics** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance **Agentic AI - Marketing Analytics** - Autonomous Task Execution - Cross-system Integration - Proactive Assistance **Agentic AI - Revenue Operations & Intelligence (RO&I)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Agentic AI - Digital Analytics** - Autonomous Task Execution - Cross-system Integration - Proactive Assistance - Decision Making **Integrations** - Ad Network Integrations - Buyer Intent Data Integration - Marketing Automation Integration - CRM Integration **Administration** - API / Integrations - QA Testing - Performance and Reliability - User, Role, and Access Management ## Top Dreamdata Alternatives - [HockeyStack](https://www.g2.com/products/hockeystack/reviews) - 4.5/5.0 (80 reviews) - [CaliberMind](https://www.g2.com/products/calibermind/reviews) - 4.5/5.0 (189 reviews) - 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