G2

Ankshuk R.

Specialist Programmer

Enterprise (> 1000 emp.)

9/2/2026

"Experience with TinyFish Accelerator Programme."

5/5

What do you like best about TinyFish?

Tinyfish provides exclusive AI agents that can actually surf websites and return structured outputs. They support different trigger modes, including API-triggered and headless modes, as well as geo-specific mode. There is also a silent crawling mode.

These are goal-oriented agents, not just tools. Each search session is available and integratable via streamable APIs, and every session includes logs that can be pulled through separate APIs. If Tinyfish is used within other websites, we can be reassured that we don’t need to host LLMs or build and maintain a system for managing search sessions, history, and related details—Tinyfish takes care of all of that. Parallel sessions are also possible, which helps improve the speed of research. The UI has the sessions, it holds profiles and is sleek. The pricing is optimal. The communities are well present and active for any help and getting started is really easy. Review collected by and hosted on G2.com.

What do you dislike about TinyFish?

Tinyfish web sessions or instances are independent and do not share information with each other. So, if we need a parent-child relationship between browser sessions and want certain parts of a campaign to run in parallel mode, it becomes difficult. For example, if we want agents to trigger multiple parallel sub-sessions, each with its own browser, while still sharing the data collected across those browsers, that kind of feature is not available. Review collected by and hosted on G2.com.

What problems is TinyFish solving and how is that benefiting you?

Tinyfish solves the problem of web-related research agent. so in case we need a campaign-like feature in our application we can easily just integrate this rather than building a system to maintain and scale web agents. This also solves the step-by-step exploration of websites and automation testing. Here we do not need to have automation scripts made and maintained every time, since Tinyfish dynamically works with the websites, it can do testing with just natural language instructions as input and generate reports in any asked format. Review collected by and hosted on G2.com.