Mostly Dialogflow supports Context management and its allows conversation to be mainted and tracked and maintained over multiple times,its also provides an specific information and interaction to another,and its a more natural and context conversation. Review collected by and hosted on G2.com.

i Disliked only one thing while development their is Limited Customization in pre-built. Review collected by and hosted on G2.com.

Best and always recommend features from my own uses experience would definitely be NLP and helping in buidling conversational bots and live chat features for apps and sites. Review collected by and hosted on G2.com.

As always big No for Google tools. But there will be always room for improvement in any thing so developers might working on it. Review collected by and hosted on G2.com.

- Easy to set up

- Cost-effective compared to most of the standalone chatbot apps

- Natural language understanding works brilliantly Review collected by and hosted on G2.com.

- Dialogflow ES may struggle with the complex workflows

- A lot of AI featured are still lacking Review collected by and hosted on G2.com.

The entire concept of how you can build a voice bot or a chat assistant, in a few easy simple steps. The continuous training and machine learning aspects/features are worth mentioning too. Review collected by and hosted on G2.com.

Bugs in the UI; intents are not picked up as expected a lot many times Review collected by and hosted on G2.com.

User-Friendly Interface: Dialogflow's drag-and-drop interface and pre-built templates make it easy for anyone to create a chatbot, even without prior coding experience. This accessibility lowers the barrier to entry and encourages experimentation. Moreover, Dialogflow's NLP capabilities enable it to understand the nuances of human language, allowing for more natural and engaging conversations with users. This can significantly enhance the user experience. Review collected by and hosted on G2.com.

While Dialogflow provides pre-built templates and examples, customising it to meet specific needs can be challenging. This limitation may hinder businesses with unique requirements. Review collected by and hosted on G2.com.

Google Cloud Dialogflow is a powerful tool that makes the creation of bots a breeze, thanks to its intuitive drag-and-drop interface. I appreciate how it simplifies the development process and makes it accessible to users of varying technical abilities. It's exceptional at interpreting rules and patterns and boasts impressive natural language processing capabilities. Its analytics feature is another standout that helps in improving the bot's performance over time. The robust developer community is an added bonus, providing insights and solutions whenever needed. Based on machine learning techniques, Dialogflow offers suggestions for training phrases to improve the accuracy of the model without manual intervention.Lastly, its ability to deploy across multiple platforms with ease is simply commendable also provides pre-built entities and intents, which significantly reduces the time and effort to develop a chatbot from scratch. Review collected by and hosted on G2.com.

1. Proprietary Language: Since Dialogflow uses its own proprietary language (structured as intents or training phrases), this learning curve might be a challenge for new users.

2. Lack of Extensive Tutorials: While Dialogflow has some documentation available, the detailed tutorials and learning resources could be improved. For complex and advanced features, users often report a lack of information.

3. Cost Structure: Dialogflow's pay-as-you-go pricing can become expensive as usage scales up. Depending on the size of the organization, this pricing model may not be cost-effective.

4. Integration Difficulty: Users have reported that integrating the API of Dialogflow with other systems can be complex and time-consuming, especially for those unfamiliar with Google's ecosystem.

5. Limited Free Tier: The free tier provided by Dialogflow, while useful, is limited and may not be enough for those who wish to prototype extensively before committing to a paid plan.

6. Debugging Interface: The debugging interface can be challenging to use, especially when trying to identify problems with the bot. It lacks clear prompts or suggestions on how errors can be fixed.

7. Limited Multilingual Support: Although Dialogflow supports many languages, its performance can vary across languages. For some less commonly spoken languages, the recognition accuracy isn't as high as it is for English.

8. Language Understanding: While Dialogflow's natural language understanding is impressive, it still struggles with handling complex user queries and nuances in language. It often requires explicit training on numerous sentence structures to decipher intent. Review collected by and hosted on G2.com.

These days it is mainly integrated with the advanced AI like gemini pro, that brings up the best features in hand, and helping to create the dialogue flow more easily. Review collected by and hosted on G2.com.

Only thing that needs the consideration is cost, google charge a lot for these features, but its service and feature is best in the world, I am not worried about the cost in front of its amazing features. Review collected by and hosted on G2.com.

Dialogflow has a ton of features such as a regular chatbot, voice integration, refined Dialogflow CX and ES. Lots of option to train intents and integrate with existing applications Review collected by and hosted on G2.com.

With the rise of LLMs some of these have started to look dated already. Review collected by and hosted on G2.com.

Dialogflow provides the user-friendly interfaces that allow the developers to create and manage chatbots. It supports more than 20 languages, making it a great platform to build chatbots or voice-assistant that can communicate with users from different regions.Dialogflow easily integrates with the other google products , including Google Assistant, Google Cloud , and Google Analytics. It also provides the pre-defined templates for various use cases, such as customer service and e-commerce that can help developers get started quickly. Review collected by and hosted on G2.com.

Dialogflow provides pre-built templates, there is limited scope for customization beyond the templates.Since it is a Google product, it depends on the Google infastructure and services, which may not be suitable for all organizations.

The use of Dialogflow can lead to costs based on the level of usage. While a free tier is available, intensive or business-scale usage could lead to substantial charges. It's crucial for users to closely monitor and manage their usage to prevent unexpected costs Review collected by and hosted on G2.com.

The best thing about dialogflow is it's inbuilt agents which are like templates for various things , which can be leveraged to build chatbots and many other customer support oriented applications. Along with these dialogflow / google cloud has a very big community of developers for support and resolving issues. If you have any experience with APIs it's pretty easy to integrate with applications. Review collected by and hosted on G2.com.

Two major cons of dialogflow are it's limited language support and platform dependency , if you're planning on using GCD you may be locked onto using google's ecosystem and google cloud dialogflow although offers support for various languages but is still less when compared to other competitors. Review collected by and hosted on G2.com.