AI Content & Research Policy
How we balance automated research tools with human fact-checking.
Because ProductLifespans covers "Your Money or Your Life" (YMYL) topics—such as food expiration safety and expensive home appliance maintenance—accuracy is non-negotiable. To process vast amounts of technical data, we utilize modern automated workflows and AI tools. However, we have strict guardrails in place to ensure these tools never override human judgment.
This policy details how we use AI to assist our research, and more importantly, how we restrict it.
How We Use AI as an Assistant
We believe AI is an incredibly powerful research assistant, but a terrible decision-maker. Our editorial team uses automated workflows to:
- Data Aggregation: Scanning thousands of pages of PDF manufacturer manuals to locate specific warranty clauses or maintenance schedules rapidly.
- Formatting & Organization: Translating dense technical specifications into readable, structured HTML tables and bullet points for our readers.
- Grammar & Clarity: Proofreading content to ensure our explanations of complex mechanical processes are easy to understand.
How We DO NOT Use AI
To prevent "AI hallucinations" and maintain our high E-E-A-T standards, we strictly prohibit our tools from generating raw facts. We do not use AI to:
- Invent Expiration Dates: AI is never allowed to estimate food safety guidelines, cosmetic expiry, or medical shelf lives. These are sourced exclusively from government or scientific databases.
- Generate Product Reviews: We do not use AI to scrape Amazon and blindly write "best of" lists. Our product recommendations are based on verified longevity metrics.
- Provide Safety Advice: Technical repair tutorials or electrical maintenance guides are never generated raw by AI without human sourcing.
Accountability & Corrections
We take full responsibility for every word on our website. Whether a typo was made by a human writer or a formatting error was caused by an automated workflow, the accountability stops with our editorial team.
If you spot a technical inaccuracy or an outdated lifespan estimate in any of our guides, we treat it with the highest priority.