Why hype sounds so convincing
Vendor pitches deliberately use vague, impressive language – "revolutionary", "state-of-the-art", "powered by the latest AI". It sounds good, but says nothing about what specific problem is solved or how much actual value it delivers.
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.