Not every flaw is fatal. Some issues matter only depending on how you plan to use the report.
- Paid-for placement. A report sponsored by a vape manufacturer isn't automatically bad, but you should read it with extra care. Check if the sponsor's products line up with the report's conclusions.
- Geographic focus. A report on the global vape market is fine if you operate globally, but if you're assessing a single state or country, you need regional breakdowns. A global number can mask huge regional differences.
- Historical data vs. forward-looking. For compliance, historical data is usually more important than forecasts. Forecasts are useful for planning but are based on assumptions that can change overnight.
- Report age. An older report from a reputable source might still have value if you're tracking trends, but for current market size, you need something published within the last year.
- Data granularity. Some reports give you a single total figure. If you need segment-level detail (e.g., disposable vs. pod systems), a high-level report won't help, even if it's accurate.
Assess these against your specific need. A yellow flag for one project might be a non-issue for another.




