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Conversations by NLX vs Zingly.ai comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Conversations by NLX
Ranking in Customer Experience Management
8th
Average Rating
8.0
Reviews Sentiment
5.4
Number of Reviews
14
Ranking in other categories
AI Customer Support (5th)
Zingly.ai
Ranking in Customer Experience Management
14th
Average Rating
9.0
Reviews Sentiment
6.5
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Customer Experience Management category, the mindshare of Conversations by NLX is 0.9%, up from 0.8% compared to the previous year. The mindshare of Zingly.ai is 1.1%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Customer Experience Management Mindshare Distribution
ProductMindshare (%)
Conversations by NLX0.9%
Zingly.ai1.1%
Other98.0%
Customer Experience Management
 

Featured Reviews

Suhas Palani - PeerSpot reviewer
Full Stack Developer at Tundra Technical Solutions
Automation has transformed tier-one support and now reduces wait times while improving handoffs
One area for improvement in Conversations by NLX would be the initial learning curve for setting up some of the more advanced integrations with our older legacy systems. We occasionally encounter small hiccups where the bot has trouble maintaining context across a very long, multi-turn conversation. Having even more robust, out-of-the-box reporting features would also be a fantastic addition for deeper analysis. More comprehensive documentation for Conversations by NLX with more detailed code examples and a more centralized developer hub would make the initial development and debugging process much smoother. The main things holding Conversations by NLX back from a higher score of 9 or 10 are the hurdles we faced during the initial setup with our old legacy systems and the need for more in-depth documentation to support developers. Those context gaps during longer conversations also mean it is not quite at a perfect level yet.
Srivathsanr R. - PeerSpot reviewer
Head Of Business Finance at Zensar Technologies
Customer journeys have been transformed and sales teams manage client relationships more effectively
I feel that everything is all right as per our organization's requirements regarding Zingly.ai. However, something that could be improved is the learning curve; it could be more user-centric because it can be difficult for someone who is not from a technical background. About eight months back, we introduced Zingly.ai to our sales team. As they are not from the technical team, they found it very difficult to understand due to their non-technical background. When we arranged knowledge transfer sessions for them, they struggled. However, we ensured that our technical personnel provided simple demos and guided them through how to use the platform. Apart from that, I don't feel that there is any problem; everything is all right.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The best features Conversations by NLX offers include flexibility and the ability to loop back to the main question."
"Conversations by NLX offers a visual conversation builder that is intuitive and allows both technical and non-technical users to collaborate with end-to-end recognition and conversation flow management of design, making customer interactions feel more natural."
"What I appreciate most about the multilingual support is that while I think the accuracy is good, I am more inspired by the range of languages, and I feel it's quite deep, getting the context correctly."
"Conversations by NLX has impacted my organization positively as a real differentiator for us because we do side-by-side testing for many AI models, and the multimodality experience in Conversations by NLX allows the customer to interact in more than one way during the same task, such as speaking while also seeing the prompts, choices, and confirmations."
"Conversations by NLX offers human-native voices, a variety of models, flexibility to build, test, and deploy applications, and ease of use on the platform."
"What I like the most about Conversations by NLX is that the contact center industry, especially the legacy contact center industry, is very much accustomed to and comfortable using drag-and-drop blocks, connecting them, and writing the required business or application logic to serve business requirements."
"It stood out to me that Conversations by NLX can mimic human-like conversations."
"Conversations by NLX was pretty easy to use, the GUI was straightforward and anyone can use it without any prior knowledge, and I am happy with it."
"Zingly.ai has positively impacted our organization by significantly increasing the sales conversation capacity, raising it by 300%."
"Zingly.ai has positively impacted my organization by automating repetitive customer interactions, reducing support workload, improving agent productivity, and enhancing customer satisfaction."
 

Cons

"I think improvements are needed for Conversations by NLX through the learning platform, even small ones."
"I think Conversations by NLX can be improved with more context or more training in that direction, as there can be some improvements."
"I believe that Conversations by NLX could benefit from reducing hallucination by expanding training intents and adding more integration possibilities with CRM ticket systems and other platforms."
"If someone is in a conversation and things are added when it came to the customer support journey, the discussions can become lengthy, and it loses the context of understanding, maybe asking for repetition of things."
"I was not able to get approval to implement Conversations by NLX to more customers and business units because the cost is still high, especially when LLMs or AI get involved."
"One thing I would share regarding Conversations by NLX is the need to refine the self-service flows and integration capabilities for multi-modal usage and leveraging the analytics for personalization."
"The possibility to have Conversations by NLX on-premises would be beneficial because I have not seen that Conversations by NLX is providing an on-premises solution."
"We occasionally encounter small hiccups where the bot has trouble maintaining context across a very long, multi-turn conversation."
"However, something that could be improved is the learning curve; it could be more user-centric because it can be difficult for someone who is not from a technical background."
"Zingly.ai should improve by adding more third-party integrations and enhancing reporting customization."
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Top Industries

By visitors reading reviews
Outsourcing Company
16%
Construction Company
14%
Comms Service Provider
12%
Manufacturing Company
12%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise9
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Conversations by NLX?
I do not have much experience regarding pricing, setup cost, and licensing as those aspects were handled by the company. I primarily focus on development and analytics.
What needs improvement with Conversations by NLX?
I believe that Conversations by NLX could benefit from reducing hallucination by expanding training intents and adding more integration possibilities with CRM ticket systems and other platforms. I ...
What is your primary use case for Conversations by NLX?
My main use cases for Conversations by NLX involve customer support and patient services, including rescheduling, booking appointments, and cancelling. For customer support and patient services wit...
What is your experience regarding pricing and costs for Zingly.ai?
My experience with Zingly.ai's pricing, setup cost, and licensing is that it follows an enterprise-focused pricing model rather than a self-service subscription model. Pricing is generally customiz...
What needs improvement with Zingly.ai?
Zingly.ai should improve by adding more third-party integrations and enhancing reporting customization. Increasing market awareness is also essential because more training resources, case studies, ...
What is your primary use case for Zingly.ai?
My main use case for Zingly.ai is that customer support teams, customer success teams, contact centers, sales teams, and financial institutions, including healthcare organizations can use it. Organ...
 

Overview

Find out what your peers are saying about Conversations by NLX vs. Zingly.ai and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.