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An honest look at ChatGPT reviews in 2025 - eesel AI
Excerpt
### Accuracy concerns and "hallucinations" One of the most common complaints in negative ChatGPT reviews is its habit of "hallucinating," which is a nice way of saying it just makes things up. One Trustpilot user called it "blatantly deceptive" after it invented quotes and sources out of thin air. For a business, giving a customer the wrong information isn't just a little embarrassing; it can damage trust and create a bigger mess for your support team to clean up. … It doesn't know your brand's voice, your internal processes, or a specific customer's history. <quote text="A Reddit thread discussing AI-generated reviews hit the nail on the head, pointing out how easy it is for AI content to sound "canned" and impersonal, which is the last thing you want your customers … On top of that, ChatGPT can't actually *do* anything in your other systems. It can't look up an order status, tag a support ticket, or escalate an issue to the right person without a ton of clunky, custom-built workarounds. … ### Security and data privacy risks For any business, data privacy is a huge deal. With ChatGPT's standard plans, there's a chance your conversations could be used to train OpenAI's models. We've all heard horror stories like the Samsung data leak, where employees accidentally pasted sensitive company code into the tool. While the Enterprise plans offer better data security, getting set up isn't exactly a self-serve process. You're looking at sales calls and a pretty involved onboarding period.
Related Pain Points
AI Agent Hallucination and Factuality Failures
9AI agents confidently generate false information with hallucination rates up to 79% in reasoning models and ~70% error rates in real deployments. These failures cause business-critical issues including data loss, liability exposure, and broken user trust.
Limited system integration and inability to perform backend actions
6ChatGPT cannot natively interact with external systems, databases, or operational tools. It cannot look up order statuses, tag support tickets, escalate issues, or perform any real actions without extensive custom-built workarounds. This severely limits its utility for operational workflows and requires significant engineering overhead.
Underdeveloped trust and control features
5ChatGPT lacks proper citation handling, memory editing capabilities, privacy options, and cost visibility. These limitations make it difficult to verify sources, control what data is retained, and understand usage costs—preventing confident use for sensitive or high-stakes work.