Software Alternatives, Accelerators & Startups

SendBird VS DataFlowMapper

Compare SendBird VS DataFlowMapper and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

SendBird logo SendBird

SendBird is messaging-as-a-service.

DataFlowMapper logo DataFlowMapper

Empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool to automate your complex mapping, business logic, and validations.
  • SendBird Landing page
    Landing page //
    2023-08-17
  • DataFlowMapper Logic Builder
    Logic Builder //
    2025-04-17
  • DataFlowMapper Data Validation
    Data Validation //
    2025-04-17
  • DataFlowMapper Create and Edit Mappings
    Create and Edit Mappings //
    2025-04-17
  • DataFlowMapper AI automated mapping
    AI automated mapping //
    2025-04-17
  • DataFlowMapper Drag and Drop
    Drag and Drop //
    2025-04-17
  • DataFlowMapper API & DB Integration
    API & DB Integration //
    2025-04-17
  • DataFlowMapper Function Library
    Function Library //
    2025-04-17
  • DataFlowMapper Python Editor
    Python Editor //
    2025-04-17

The visual transformation platform that empowers your implementation team to conquer complex client data. Ditch manual mapping, endless cleanup, and developer bottlenecks with an AI-powered, no-code tool that goes beyond basic formatting to automate your complex mapping, business logic, and validations. Cut implementation time in half with DataFlowMapper, by streamlining and automating the data transformation and import process. Supports multiple file formats, including CSV, Excel, and JSON. Map and transform data from any source to any destination, all while maintaining the highest level of data integrity. Eliminate the biggest bottleneck in your implementations and get customers live faster. Map fields 1 to 1, build transformations for business rules, and automate with AI.

SendBird

$ Details
-
Release Date
2013 January
Startup details
Country
United States
State
California
City
San Mateo
Founder(s)
Brandon Y Jeon
Employees
100 - 249

SendBird features and specs

  • Scalability
    SendBird supports enterprise-level scalability, enabling businesses to handle millions of users and messages with ease.
  • Feature-rich
    The platform offers a wide range of features including chat, voice, and video capabilities, as well as support for rich media, GIFs, and file sharing.
  • Customizability
    SendBird provides extensive APIs and SDKs that allow developers to customize and integrate the chat functionality seamlessly into their applications.
  • Robust moderation tools
    The service includes powerful moderation tools such as profanity filters, user banning, and admin message controls, which are essential for maintaining community standards.
  • Real-time messaging
    SendBird offers low-latency, real-time messaging that ensures a smooth and interactive user experience.
  • Cross-platform support
    SendBird is compatible with various platforms including iOS, Android, and web, which ensures a consistent user experience across devices.
  • Analytics and reporting
    The platform provides comprehensive analytics and reporting tools that help businesses gain insights into user behavior and engagement.

Possible disadvantages of SendBird

  • Cost
    SendBird can be quite expensive, especially for startups and small businesses, with pricing plans that may not be feasible for all budgets.
  • Complex setup
    The platform's extensive features and customization options can result in a steep learning curve and a complex setup process for new users.
  • API limitations
    Some users have reported limitations and restrictions in the API that can hinder more advanced customizations and integrations.
  • Customer support
    While SendBird offers customer support, some users have experienced slower response times and less satisfactory support resolutions.
  • Third-party dependencies
    The platform's performance may be affected by third-party dependencies and integrations, which can introduce unpredictability in service reliability.

DataFlowMapper features and specs

  • JSON - CSV Mapping
    Effortlessly map between flat files and complex nested JSON
  • No-code Logic Builder
    Visually craft complex business rules and conditional logic
  • Reusable Mapping Configurations
    Create reusable logic templates for consistent, error-free migrations
  • AI Data Mapping
    Automate entire mapping processes by describing requirements in plain English once. Get intelligent field mapping suggestions instantly.
  • Validations
    Powerful validations configured with no-code Logic Builder
  • Python Editor
    Flexibility for complex scenarios. Seamlessly blend no-code visual building with custom Python snippets when needed. Integrated IDE-like experience for power users needing fine-grained control
  • API & DB Integration
    Pull data directly from source APIs and Databases (Postgres, MySQL, SQL Server...). Push validated, transformed data directly into target systems via API or DB. Perform lookups against external data during transformations to pull reference data or enrich data.

SendBird videos

Sendbird Launches the Sendbird Calls API for In-app Voice and Video

More videos:

  • Review - The Beginning of SendBird and Entering Silicon Valley

DataFlowMapper videos

No DataFlowMapper videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to SendBird and DataFlowMapper)
Communication
100 100%
0% 0
Data Cleansing
0 0%
100% 100
Chat SDK
100 100%
0% 0
ETL
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare SendBird and DataFlowMapper

SendBird Reviews

15 Best Twilio Alternatives 2022
Therefore, the biggest Sendbird’s advantage is something Twilio can’t do, and it’s to make an app social which is why Sendbird might be the right alternative for you if you run an app.

DataFlowMapper Reviews

The Ultimate Guide to Choosing the Right Data Transformation Tool for Implementation & Onboarding Teams
Modern data transformation platforms (Category 4) provide a compelling balance. They offer the necessary power for intricate logic and validation, coupled with visual interfaces, AI assistance, and features promoting reusability – crucial for efficient, repeatable client onboarding. Evaluating tools like DataFlowMapper, which are purpose-built for these scenarios, can...

Social recommendations and mentions

Based on our record, SendBird seems to be more popular. It has been mentiond 14 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

SendBird mentions (14)

  • Chat API pricing: Comparing MAU and per-minute consumption models
    The Monthly Active Users (MAU) model is one of the most widely used pricing models in the industry. Providers like CometChat, Sendbird, Twilio, and Stream charge based on the number of unique active users per month. - Source: dev.to / 5 months ago
  • WebSocket vs. HTTP communication protocols
    Fortunately, you don’t need to choose one over the other. The two communication protocols can, and often should, be used together, allowing each to do what it does best. If you need to implement real-time communication and streaming functionality in your applications, check out Sendbird. Sendbird’s APIs and client SDKs handle the technical heavy lifting for in-app chat, calls, and live streaming. Sendbird’s chat... - Source: dev.to / over 1 year ago
  • SwiftUI vs. UIKit: What is the best choice for building an iOS user interface in 2024?
    After you've analyzed the SwiftUI vs. UIkit comparison, consider adding customer communications to your app to enhance user engagement, retention, and CSAT. You can do this with Sendbird, an all-in-one communications API platform for web and mobile apps. Sendbird's highly abstracted APIs empower developers to build robust and scalable communication experiences (for chat, notifications, and in-app calls) across web... - Source: dev.to / over 1 year ago
  • 5 Best Instant Messaging APIs
    Sendbird Chat enables developers to implement chat and instant messaging by providing an SDK with ready-made chat UI components. They cover all the essential features you might expect, including voice and video, which makes it possible to deliver a comprehensive experience. - Source: dev.to / over 1 year ago
  • Custom vs. off-the-shelf React web notification systems: Which is better?
    Sendbird focuses on in-app messaging but also offers push notifications. It's designed to be highly customizable and can be a great fit if you want to offer your users a more interactive experience. - Source: dev.to / over 1 year ago
View more

DataFlowMapper mentions (0)

We have not tracked any mentions of DataFlowMapper yet. Tracking of DataFlowMapper recommendations started around Apr 2025.

What are some alternatives?

When comparing SendBird and DataFlowMapper, you can also consider the following products

Twilio - Brings voice and messaging to your web and mobile applications.

Flatfile 3.0 – Embeds - Meet Flatfile 3.0, the fully re-imagined platform for onboarding customer data into your product.

GetStream.io - APIs for the development of scalable newsfeeds and chat applications.

OneSchema - Import customer CSV data 10x faster

Agora.io - Agora.io is a real-time communications provider delivering video and voice communications across devices and global networks.

csvbox - Spreadsheet importer for your web app, SaaS or API