Fin by Intercom vs. Rasa vs. ZoomInfo Chat

Fin was very easy to train and implement. We had previously used Intercom, so we already had a lot of content available there, and Fin was able to leverage it and immediately provide users with meaningful answers. It was ready and working successfully within a single day, and we have been improving on it ever since.

Incentivized

Rasa Pro is well suited for corporate use and for chatbots which require backend connections. Smaller chatbots with a few flows might be better served with a simple dialogue engine and custom AI agents, or Rasa Open Source. Rasa does not come with its own complex vector database, just in-memory FAISS and connectors to external vector DB's such as Milvus and Qdrant. It provides only a basic document parser and embedder for FAISS. If you need to build a RAG focused chatbot around a large knowledge base with complex documents, e.g. lots of MS Word or PDF files, you'll have to build a separate document parser and embedder, as well as your own semantic search engine

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ZoomInfo chat is a very good tool for user engagement on the website and lead conversion. It's a very good tool that provides live chat, chat boat, and also a meeting scheduler so that customers can choose the preferred time to discuss with the sales team. It's very good for improving the productivity of the sales team and acquiring quality customers.

Incentivized

• Serves as the first point of interaction.
• Answers questions based on the knowledge base.
• Tries to suggest a solution for reported issues (in some cases).
• Gives the option to improve its answer.
• Learns from other conversations and replies by humans.
• Understands other languages.
• Interprets images (somewhat).

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• Rasa team has Top notch AI knowledge
• Greate customer support, by listening towards the clients needs.
• And building future proof solutions around client Business Requirements within dazzling timeframes

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• It is really great at integrations. We were able to plug in Slack without breaking a sweat. And it works really well with our other tools as well.
• Implementation and setup was very easy and smooth. I actually anticipated it to be a lot bumpier but I was surprised at how quickly and smoothly it went.
• They have a great support team too. Anytime we have gotten in touch with them, we have had a great experience.

Incentivized

• It seems some users really struggle to figure out how to escalate to a human (especially through email).
• Not excited about how "soft" resolutions still count as resolutions and are paid for. Though some abandoned cases appear to be able to be concluded as "the user got the answer they needed", there are others where they clearly didn't, because they just open up another chat (or even more), trying to get more info. This pads the resolution stats and makes it seem more effective than it actually is.
• Cost -- Fin is quite expensive. It helps us with scaling coverage, but we're not really saving money.

• No-code apps could be improved
• Online docs can be messy
• Steep learning curve

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• It could improve on total data provided when a lead is sent
• Integrate intro messages, or give a confidence index on how often the lead is replying. They have this feature in other zoom products
• Allow visitors to directly contact sales team or marketing.

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We have been and will be continuing our journey with Intercom and nothing too concerning has happened that I have experienced or heard of that has us on the edge yet. If it ever happens it will be something along the lines of "Outgrowing" the use of need of the platform.

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Fin is extremely user friendly and was very easy to set up, and this is coming from someone who has never used any technology like this before. Fin was easy to customise to the way we wanted this to be, set up specific messages to our customers through Fin, customise the tone and content used as well as configure Fin's handovers to a human when required

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With the help of dedicated team - documentation and video resources it is relatively easier to build. We prioritized pro-code usage to begin with launch.

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This is the main feature, so they've designed it well with companies like mine in mind. It's fast, clean, efficient, and perfectly integrates with main Zoom sales products, which is something every single one of us uses. So the synergy was already on the table before we started. Highly easy to use, minimal training required.

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always there

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works perfect

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Intercom is the premier customer support/engagement model and it definitely has one of the top tier customer support teams as well. I don't think I have ever waited more than 5 minutes to get the information I need or get help with an issue. They are incredible and I aim to model our customer service department after them.

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Rasa support has been very responsive, trying to fix any reported issues ASAP. They've also listened to many requests for improvement. The Rasa features and changelog are well documented

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As a fresh product in the market, support is very warm and they are putting out an earnest effort in fixing reported bugs!

Easy to know the learning path

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The implementation was surprisingly easy but we are having to adapt from our old process to work well with Intercom.

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I've tried several AI chatbots before when using Zendesk. We found that the native Zendesk AI was expensive, but the best compared to "alternatives" such as Chatbase, My AskAI, and Macha. Then, we decided to switch over to Intercom for the startup program. WOW!!! Fin blows away any other AI bot on the market. Even if you're not using Intercom as a platform (you should), I highly recommend you use Fin. We've never had this high of CSAT or resolution with an AI bot before; our customers love Fin

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As I mentioned, it's more than just a ChatBot. The ChatBot is just another feature that it offers, but it allows you to talk to the website traffic which otherwise would have gone without interacting with your website. Sometimes even retargeting ads fail to target such valuable visitors, that is where ZoomInfo chat plays its role.

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• New role opportunities — Using the “Fin-first” approach has reduced the workload for our Tier 1 team, giving them more time to focus on their own career growth. It’s also opened the door to a dedicated, AI-focused role, where a team member regularly reviews Fin’s answers and makes updates to help it perform even better.
• Enabling Fin has also reduced our response time and allowed us to meet SLA's.

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• Cost Savings & Efficiency
• Increased Conversion Rates
• Improved Customer Satisfaction
• Operational ROI

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• It was quite simple to set up. We've tried a few different chat services on our website before, but the integration process is never as simple as the documentation suggests. Installing and configuring this, including integrating it to Slack, was actually quite simple.
• Fabulous chatbot arrangement that expanded our site changes.

Incentivized