Update PredictionsChart.tsx

components/analytics/PredictionsChart.tsx

@@ -446,8 +446,16 @@ export default function PredictionsChart({
                                   </Badge>
                                 </span>
                               </TooltipTrigger>
-                              <TooltipContent side="bottom" className="z-[100]">
-                                <p>Predictions generated using a Deep Learning Ensemble Model</p>
+                              <TooltipContent side="bottom" className="z-[100] max-w-xs">
+                                <div className="space-y-1.5">
+                                  <p className="font-semibold">Deep Learning Ensemble Model</p>
+                                  <p className="text-xs text-muted-foreground">
+                                    This percentage indicates how well the AI has learned your specific sales patterns.
+                                  </p>
+                                  <p className="text-xs text-muted-foreground border-t pt-1.5">
+                                    Scores above 90% are optimal—100% is avoided to prevent "memorizing" the past and ensure the model remains flexible for future shifts.
+                                  </p>
+                                </div>
                               </TooltipContent>
                             </Tooltip>
                           )}