The fact-checking team at Snopes developed new internal heuristics to identify synthetic imagery. These techniques target common visual artifacts and anatomical errors found in current generative models. While tools improve, manual verification remains essential. Practitioners should combine these visual cues with reverse image searches to verify authenticity and combat misinformation.