A genealogy enthusiast used ChatGPT-5, Claude, and Gemini to identify ten new features on Ancestry.com. The results highlight how LLMs handle niche domain queries and family history data. This anecdotal test shows that general-purpose tools now provide specific product updates. Practitioners should verify AI-generated feature lists against official documentation to avoid hallucinations.