Spotting AI hype vs. real value

Try it yourself: match the buzzword to the question

Recognizing typical hype signals

Buzzwords without a concrete link: "AI-powered", "next-gen", "intelligent" – interchangeable terms that say nothing about the actual function or your specific use case. Missing concrete numbers: "Massive time savings" instead of "saves an average of 3 hours a week on quoting" – concrete, verifiable numbers are often deliberately absent. Technology instead of the problem in focus: The pitch talks at length about the model or the technology behind it, but barely about the problem it actually solves for you.

How to recognize real value

Concrete before-and-after numbers, a clearly named problem, an understandable way it works, and references with real, verifiable results – these are the signals of real value rather than pure hype.

Why this matters for you as a decision-maker

Being able to tell the difference protects you from investing in impressive-sounding but ineffective tools. That's why Beyond Prompt's AI Opportunity Scan deliberately starts from the specific problem and measurable value – not the technology.

Key takeaways

• ✓Vague, impressive language says nothing about real value.
• ✓Missing concrete numbers are a typical hype signal.
• ✓Real value shows up as verifiable before-and-after numbers and a clearly named problem.
• ✓For every hype signal, a concrete follow-up question helps surface real value.
• ✓Beyond Prompt's AI Opportunity Scan deliberately starts from the problem, not the technology.