What we think about Cassidy AI AI Agents
When we tested Cassidy AI, we ran into some confusing limitations that made us question its usefulness. The tool behaves in a contradictory way: Cassidy AI claims it cannot browse the web to research blogs, yet somehow it managed to pull data from our pages where we wanted backlinks. This inconsistency is hard to understand and makes the workflow unpredictable.
The biggest issue we found is that Cassidy AI frequently gets stuck on tasks and cannot complete them independently. Instead of doing the research work itself, the tool asks you to perform Google searches manually and provide screenshots so it can analyze them. The strange part is that Cassidy AI even provides you with the search keywords to use, which are typically the exact same keywords you already included in your original prompt. This creates a circular workflow that defeats the purpose of using an AI agent in the first place.
We kept asking ourselves what value Cassidy AI actually adds to the process. If we need to do the manual research work anyway, there is little reason to involve this tool. An AI agent should automate tasks and save time, but Cassidy AI requires so much hand-holding that you might as well hire a virtual assistant or do the work yourself. We decided not to invest more time testing Cassidy AI because it simply was not delivering on what an AI agent should do. Based on our experience, we cannot recommend spending your time with this tool at its current development stage.
What users think about Cassidy AI AI Agents
Other users have reported similar frustrations with Cassidy AI getting stuck during task execution. Many people expected the tool to handle web research independently but found themselves needing to provide manual input at multiple steps. Some users appreciate that Cassidy AI attempts to break down complex tasks into smaller steps, but this feature loses value when the tool cannot execute those steps without human intervention.
A few users mention that Cassidy AI works better for simple internal knowledge base queries rather than external research tasks. The interface receives mixed feedback, with some finding it straightforward while others say the prompts and responses can be confusing. Several reviews note that compared to competing AI agents, Cassidy AI lacks the autonomy and reliability needed for practical business applications. Users who work in small and medium-sized businesses particularly expressed disappointment because they were looking for tools that could reduce workload rather than create additional steps.
Cassidy AI offers a 14-day free trial, so you could test it yourself to see if your experience differs from ours, but we suggest keeping your expectations modest based on what we found.
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