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Conversations by NLX vs Salesforce comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
4.1
Companies reduce costs and improve efficiency with Conversations by NLX, saving time and resources while increasing project handling.
Sentiment score
6.4
Salesforce enhances sales conversions, efficiency, and user satisfaction by streamlining lead management, despite some users lacking precise ROI data.
Making it production-ready becomes harder because dumping a lot of code does not necessarily speed up the job.
Engineering Manager at WatchdogDevelopment
Our support team is handling roughly half as many routine tier-one tickets as they were before it.
Full Stack Developer at Tundra Technical Solutions
We could handle more projects because of it, so efficiency and time definitely improved.
Data Scientist at a tech vendor with 10,001+ employees
The time saved is spent on more important, innovative tasks that advance us technologically and strategically.
Sr. Delivery Manager at PeerSpot
This means that whichever customer opens more cases and if the cases are more difficult or cases that take a longer time to resolve, you can evaluate how much technical documentation or updates are sent to them.
ILS Manager at a consultancy with 11-50 employees
 

Customer Service

Sentiment score
6.8
Registered users praise Conversations by NLX for efficient support, quick responses, and excellent customer interactions and scalability.
Sentiment score
6.8
Salesforce's customer service is praised for responsiveness, effective issue resolution, high satisfaction, and commendable support speed and quality.
The accuracy of Conversations by NLX is quite strong, particularly when it comes to understanding customer intent and providing relevant information.
Full Stack Developer at Tundra Technical Solutions
I would give a score of nine to the support on a scale from one to ten.
Senior Engineer, Contact Center Practice at a tech vendor with 1,001-5,000 employees
The team was very quick, and we were able to get responses within a couple of hours.
Solutions Architect at a comms service provider with 11-50 employees
When I interact with agents or contact Salesforce, they are always responsive and provide good solutions.
Sr. Delivery Manager at PeerSpot
The customer support definitely provides a basic picture to the end user or the customer on the other side where they can receive updates and files and see the process of the status of where their items are.
ILS Manager at a consultancy with 11-50 employees
It is not my business to approach technical support because if I have a problem, I approach the internal help desk.
Subject Matter Expert at a tech vendor with 5,001-10,000 employees
 

Scalability Issues

Sentiment score
5.2
Conversations by NLX scales efficiently on public cloud, seamlessly integrating with enterprise tools for flexible conversational flow deployment.
Sentiment score
8.1
Salesforce is scalable and flexible, supporting growth and accommodating large teams, though some report license constraints or delays.
Since it runs on public cloud infrastructure, it automatically adjusts to handle traffic spikes without any noticeable lag.
Full Stack Developer at Tundra Technical Solutions
It has a seamless integration plugin to enterprise architecture such as Lex, Bedrock, or Contact Lens without disrupting existing backend solutions.
Senior Contact Center Engineer at a financial services firm with 1,001-5,000 employees
Regarding Conversations by NLX's scalability, I find that if you are implementing any application or bot, it can scale your application related to performance and influence, depending on the questions asked.
Senior Software Engineer at a tech services company with 10,001+ employees
We can scale by purchasing licenses for more users and adding new workflow processes limitlessly.
Sr. Delivery Manager at PeerSpot
There are no problems with Salesforce's scalability.
data engineer at a energy/utilities company with 10,001+ employees
You can use it in big companies with many employees.
ILS Manager at a consultancy with 11-50 employees
 

Stability Issues

Sentiment score
7.7
Conversations by NLX offers high stability with minimal downtime and effectively manages traffic spikes, delivering a consistent user experience.
Sentiment score
8.4
Salesforce is praised for its stability and reliability, with minimal downtime and infrequent minor issues reported by users.
We rarely experience any downtime that impacts our users.
Full Stack Developer at Tundra Technical Solutions
I have not experienced stability issues.
Senior Tech Engineer at a tech services company with 5,001-10,000 employees
The stability has been satisfactory, and we were able to quickly test things and evaluate Conversations by NLX platform.
Solutions Architect at a comms service provider with 11-50 employees
I would rate Salesforce's stability high, around ten.
Sr. Delivery Manager at PeerSpot
I would say 99% of the time it works well.
Leads Delivery Associate at PeerSpot
In my experience, Salesforce is very stable; there are no downtime or issues.
Manager at PeerSpot
 

Room For Improvement

NLX Conversations needs improved context retention, integration, language support, while addressing costs, setup, documentation, and market competitiveness.
Salesforce needs better integration, performance, customization, AI features, interface, and multilingual support, with enhanced reporting and dashboards.
I think the compliance for Conversations by NLX could be checked a little more thoroughly, and the data privacy should be stronger because the European laws are much more focused towards data privacy and data residency.
Solutions Architect at a comms service provider with 11-50 employees
Having even more robust, out-of-the-box reporting features would also be a fantastic addition for deeper analysis.
Full Stack Developer at Tundra Technical Solutions
The more data you push, the more personalized and problem-solving it becomes.
Engineering Manager at WatchdogDevelopment
If there is anything I would improve about Salesforce, it would be customer service during the initial implementation, as our experience wasn't as smooth as hoped.
data engineer at a energy/utilities company with 10,001+ employees
As a person who knows SQL, it would be very helpful if there were tools that could leverage my SQL knowledge.
Director of Solution Architect Vertica, APJ at OpenText
Being able to move between cases and products more easily would improve the score.
Leads Delivery Associate at PeerSpot
 

Setup Cost

Conversations by NLX offers flexible, feature-based pricing with multiple subscriptions and advanced features, appealing despite initial sales discussions.
Salesforce is costly, especially for smaller businesses, but provides extensive features, influencing its perceived value among users.
There is no upfront cost or setup cost.
Senior Contact Center Engineer at a financial services firm with 1,001-5,000 employees
Conversations by NLX is doing a great job and having a decent amount for the subscription.
Full Stack Developer at Tundra Technical Solutions
I have not seen a return on investment with similar systems.
Engineering Manager at WatchdogDevelopment
 

Valuable Features

Conversations by NLX enhances multilingual interactions with powerful NLP, real-time analytics, voice support, and user-friendly drag-and-drop interface.
Salesforce excels in user-friendliness, customization, automation, and integration, improving sales tracking, customer management, and business efficiency.
Conversations by NLX can mimic the tone and emotion, language, and the way a human talks, along with the necessary knowledge a human has for practicing conversations without actually doing it.
Senior Tech Engineer at a tech services company with 5,001-10,000 employees
When the bot is not able to resolve an issue, it performs a warm handoff to a live agent, passing the full context of the conversation so that the customer never has to repeat themselves.
Full Stack Developer at Tundra Technical Solutions
Conversations by NLX provides the same kind of web-based studio where you drag and drop blocks, connect them, and wherever required, you write business logic primarily using JavaScript.
Senior Engineer, Contact Center Practice at a tech vendor with 1,001-5,000 employees
The Salesforce integration with other tools, such as Celonis, is easy to set up and straightforward, allowing for smooth data extraction.
data engineer at a energy/utilities company with 10,001+ employees
Salesforce has positively impacted our organization by allowing us to work collaboratively with other departments in order to keep track of programs so that when a salesperson closes a deal, everything that the delivery manager needs is automatically populated, which then can be linked with our internal campaigns for data management, and within all that, we can keep track of progress linked to the customer sources as well.
Leads Delivery Associate at PeerSpot
The dashboard helps me stay organized because I can see how much more pipeline I need to create to achieve my quota, notifying me if I'm running a bit behind or if I need to increase something.
Strategic Account Executive at a tech company with 51-200 employees
 

Categories and Ranking

Conversations by NLX
Ranking in Customer Experience Management
8th
Average Rating
8.4
Reviews Sentiment
5.4
Number of Reviews
13
Ranking in other categories
AI Customer Support (6th)
Salesforce
Ranking in Customer Experience Management
2nd
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
44
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Customer Experience Management category, the mindshare of Conversations by NLX is 0.9%, up from 0.1% compared to the previous year. The mindshare of Salesforce is 2.5%, down from 7.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Customer Experience Management Mindshare Distribution
ProductMindshare (%)
Salesforce2.5%
Conversations by NLX0.9%
Other96.6%
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.
Roman Ryvlin - PeerSpot reviewer
Subject Matter Expert at a tech vendor with 5,001-10,000 employees
Using a unified cloud workspace has improved managing customer data, pipelines, and projects
Sometimes I would prefer Salesforce to run a little bit more quickly. My tasks are relatively easy, and I am not the person responsible for the company. There are some gaps that people responsible should address with ideas on how to improve. My role is not a leading point; I am a very basic user of Salesforce. My tasks are not complex, and I do not have a big problem with that. Salesforce could improve its speed. I would prefer not to analyze it in detail because it generally works well. I cannot say that I spend a lot of time waiting for a response from Salesforce, which would not be suitable for work. For me, this mostly works. There may be more experienced users with wider tasks who experience more problems. I am not in the details of how this works. We have a separate service department responsible for business automation, and those people know the details of how to estimate complexity, comfort level, and expense. I am just aware that Salesforce is running some integrations for us. All integrations are very important, but I am not in the details of this. If there are limitations, problems, or requirements with regard to integrations, I am not aware of them. With regard to setup, I feel informed because I am not setting this up. What can I complain about? It is pain-free. If you want, you can mention that sometimes my business would be great if Salesforce runs a little bit quicker in a soft manner. I do not have a strong component with regard to speed. Cloud-based software runs on different resources. The GUI might sometimes be a little bit slow. Salesforce is good for me. I am clicking on a link and catching it. There is nothing to install, and it is running. I think Salesforce is perfectly scalable because it runs very big datasets for many years and serves thousands of customers. I think it is perfectly scalable from my point of view as a customer. I think approximately 1,000 to 3,000 users are working with Salesforce in my company at the moment. Salesforce is a huge universe, and I cannot tell what should be improved because it has so many capabilities. Probably I am not aware of the majority of those capabilities. This is rather static for big systems, as customers are not aware of the majority of such big system features. I cannot say that I experience some lack of specific functionality. Usually, everything is in place, but I need to have the right permissions. So I cannot answer the question, as I am fine currently. Sometimes I feel the reporting could be more sophisticated and even AI-enabled. For today, the reporting is a good one but a classical one, and I need to build a report. I need to mention the data I want to run on, the filters to apply, and the commands to choose. Sometimes I have much more complex tasks. Generally speaking, I collect the data and know that the data is in the system. If one day they introduce an elaborated AI capability for me to tell Salesforce that I need to get this kind of data and then perform this kind of comparisons and checks to get this kind of result in that form, my ability would be very good.
report
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
12%
Construction Company
10%
Manufacturing Company
9%
Energy/Utilities Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise9
By reviewers
Company SizeCount
Small Business21
Midsize Enterprise7
Large Enterprise19
 

Questions from the Community

What is your experience regarding pricing and costs for Conversations by NLX?
Regarding my experience with pricing, setup costs, and licensing, I am the one implementing it, so I do not have much knowledge about the setup cost, licensing, and pricing related to it.
What needs improvement with Conversations by NLX?
I haven't used Conversations by NLX much, so I don't think there's an improvement needed. Regarding Conversations by NLX's AI capabilities, the security is solid. I haven't done a deep dive into se...
What is your primary use case for Conversations by NLX?
Conversations by NLX is used for customers to get account details, card details, to block a card, or for loans, to get loan details, and to get a checkbook request or locate a bank branch. We creat...
What is your experience regarding pricing and costs for Salesforce?
I'm not involved in the pricing, setup cost, or licensing, so I couldn't tell you about that.
What needs improvement with Salesforce?
The UX/UI of Salesforce is a bit problematic. A lot of times there is a learning curve and even over three years I was not able to completely feel comfortable with using it. The search and the keyw...
What is your primary use case for Salesforce?
My main use case for Salesforce is customer support through cases, item repairment, item malfunction, and day-to-day communication with customers who are experiencing either issues, technical issue...
 

Overview

Find out what your peers are saying about Conversations by NLX vs. Salesforce and other solutions. Updated: August 2026.
909,153 professionals have used our research since 2012.