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C3 AI vs Sendbird 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:
 

Categories and Ranking

C3 AI
Ranking in AI Customer Experience Personalization
20th
Average Rating
7.2
Number of Reviews
4
Ranking in other categories
AI Data Analysis (20th), AI Sales & Marketing (13th), AI Content Creation (12th), AI Procurement & Supply Chain (4th)
Sendbird
Ranking in AI Customer Experience Personalization
2nd
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
13
Ranking in other categories
Help Desk Software (8th), Enterprise Social Software (5th), AI Customer Support (3rd)
 

Mindshare comparison

As of August 2026, in the AI Customer Experience Personalization category, the mindshare of C3 AI is 1.0%. The mindshare of Sendbird is 1.9%. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Sendbird1.9%
C3 AI1.0%
Other97.1%
AI Customer Experience Personalization
 

Featured Reviews

reviewer2795349 - PeerSpot reviewer
Group Head of Data Strategy & Enterprise Governance at a consumer goods company with 10,001+ employees
Struggled to justify enterprise adoption but have valued broader developer accessibility
If I could change or add anything to improve C3 AI, I would suggest making it not just an AI platform, but a data and AI combined platform, as bringing in data management elements, governance, and cloud features is critical. The real AI and modeling represent only 20 percent of what is needed; there is over 80 percent in the rest of the world that should be addressed. Given Tom Siebel's deep understanding of corporate work and his network, integrating C3 AI with other ERP solutions such as Oracle, SAP, or Microsoft is essential. If C3 AI can be an enterprise platform, embedding more data elements and ensuring seamless integration with other ERP solutions would significantly enhance its capabilities and attractiveness. If someone told me that they have SAP, and C3 AI can seamlessly integrate the data and perform action calls between SAP, allowing me to operate on C3 AI as I would on SAP, that would be a killer feature for me. I would suggest avoiding traditional licensing sales as it is too expensive; the starting price is too high. Considering a subscription model or a pay-per-use model is the best business structure for AI or data solution vendors. The pay-per-use model benefits usage, as the more you use, the more successful you become with the platform.
Shadrach Godwish Chukwu - PeerSpot reviewer
SDR and Workflow Automation Specialist at a tech services company with 11-50 employees
Organized real-time customer chats have improved support efficiency and response handling
One thing I found unique about Sendbird is how smooth the real-time chat feels. It does not feel delayed or clunky. Conversations flow naturally, as though you are talking to someone in real time. If I could improve one thing, I would add more built-in analytics around conversations, such as clearer insights on response times, common issues, and agent performance. That would make it much easier to optimize support without relying on external tools. One improvement I see for Sendbird would be more flexibility in customizing the chat interface, especially around how conversations are displayed for agents. Sometimes, when handling multiple chats, having better layout controls or quick filters would make it much easier to stay organized. I also would appreciate more built-in analytics inside the platform itself, such as clearer breakdowns of response times, chat resolution rates, and common customer issues. Right now, you often need external tools to get that level of insights. Overall, it works very well, but those improvements would make the day-to-day support work much smoother and much more efficient.

Quotes from Members

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

Pros

"The biggest strength of C3 AI is how much it handles in one platform: data integration, model deployment, governance, monitoring, and application development."
"One of the best features C3 AI offers is that you do not need to learn Python or any specific machine learning programming language; you can use C3 AI with JavaScript."
"In the first phase alone, there was approximately $90 million in savings, which reduced about 5% of inventory."
"I have noticed improvements in efficiency, reduced downtime, and time saved for my team, as it is quite integrated through the source ML pipeline to report to general customer UI, functioning as one platform that takes care of everything, thus improving efficiency, optimization, and increasing project deliverables."
"Sendbird is really valuable because I was able to create a chat from scratch in two to three days and a custom chat in a week by implementing things from scratch."
"The Sendbird developer portal provides each step, including methods, making it easy to implement."
"There are many useful features with Sendbird."
"The most valuable feature for us, besides chat, was file transfer, as we used it for sending files and images in chats."
"The backend system was managed by Sendbird, eliminating the need for caching systems or local storage on user devices."
"Sendbird is reliable and generally crash-free."
"Sendbird has positively impacted my organization by giving the users of my product a feeling of community that we wanted to give, which has really increased the app usage time."
"Features similar to WhatsApp, such as online and offline statuses, message reactions, and replies, add significant value."
 

Cons

"The reason I chose eight out of ten is that as a user of C3 AI, I found the operational aspect not easy to understand; it is a bit tricky, and you should have more core knowledge to navigate C3 AI."
"However, I sometimes hear from colleagues that hallucination is an issue."
"C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive."
"We even failed to open any doors for C3 AI; there are no smaller wins, learning opportunities, or process improvements, even if the main goals were not met."
"Their teams could be better in sync, as I had a very bad bug wherein all three SDKs had a problematic initialization order that required a bug fix version to be released after 17 email exchanges to finally get them to agree that the fault was on their side, which was pretty painful."
"At times, there are unexpected behaviors where the documentation suggests something different from how the SDK actually behaves, requiring us to create workarounds."
"Impersonating a user or using a template user to send messages for development purposes would be very useful."
"A major issue was the requirement for a separate connection to Sendbird, resulting in a delay when initiating the chat."
"If I could improve one thing, I would add more built-in analytics around conversations, such as clearer insights on response times, common issues, and agent performance."
"I thought that there should be the audio and the video call functionality as well."
"More analytics tools could be integrated into Sendbird."
"For Sendbird to be improved, I would say creating more multi-platform SDKs is essential."
 

Pricing and Cost Advice

Information not available
"There is a starter plan for $399 per month, and a pro plan for $799 dollars."
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Top Industries

By visitors reading reviews
Construction Company
28%
Manufacturing Company
11%
Comms Service Provider
11%
Energy/Utilities Company
10%
Construction Company
22%
Manufacturing Company
14%
Comms Service Provider
10%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise3
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise5
Large Enterprise3
 

Questions from the Community

What is your experience regarding pricing and costs for C3 AI?
The pricing for C3 AI was quite high compared to other smaller AI platforms and open-source alternatives we had explored. Initially, we were cautious due to the significant investment involved.
What needs improvement with C3 AI?
C3 AI can feel very enterprise-heavy. For smaller teams, it may feel excessive. Some workflows also feel more complex than they need to be. Overall, it is a good product, but the platform can feel ...
What is your primary use case for C3 AI?
I have been using C3 AI for roughly eight to ten months as part of a small engineering team working on operational analytics. We primarily use it for predictive maintenance and some newer generativ...
What is your experience regarding pricing and costs for Sendbird?
Compared to other chat providers, Sendbird is not that expensive to integrate and this cost is very low.
What needs improvement with Sendbird?
To improve Sendbird, it could provide features such as those in WhatsApp, including allowing users to share their current location and live location, and enabling users to keep and share their curr...
What is your primary use case for Sendbird?
My main use case for Sendbird is chat with one-to-one persons or group chat, and with other features like audio calling and video calling. For the users we have onboarded in our applications, we ha...
 

Comparisons

 

Also Known As

No data available
Sendbird Calls, Sendbird Desk
 

Overview

Find out what your peers are saying about C3 AI vs. Sendbird and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.