diff --git a/onchain/src/abstracts/ThreePositionStrategy.sol b/onchain/src/abstracts/ThreePositionStrategy.sol
index f94925f..75efcf0 100644
--- a/onchain/src/abstracts/ThreePositionStrategy.sol
+++ b/onchain/src/abstracts/ThreePositionStrategy.sol
@@ -202,7 +202,10 @@ abstract contract ThreePositionStrategy is UniswapMath, VWAPTracker {
         int24 vwapTick;
         
         if (vwapX96 > 0) {
-            uint256 requiredEthForBuyback = outstandingSupply.mulDiv(vwapX96, (1 << 96));
+            // vwapX96 is price² in X96 format, need to convert to regular price
+            // price = sqrt(price²) = sqrt(vwapX96) * 2^48 / 2^96 = sqrt(vwapX96) / 2^48
+            uint256 sqrtVwapX96 = Math.sqrt(vwapX96) << 48; // sqrt(price²) in X96 format
+            uint256 requiredEthForBuyback = outstandingSupply.mulDiv(sqrtVwapX96, (1 << 96));
             
             if (floorEthBalance < requiredEthForBuyback) {
                 // ETH scarcity: not enough ETH to buy back at VWAP price
@@ -211,7 +214,10 @@ abstract contract ThreePositionStrategy is UniswapMath, VWAPTracker {
                 emit EthScarcity(currentTick, ethBalance, outstandingSupply, vwapX96, vwapTick);
             } else {
                 // ETH abundance: sufficient ETH reserves
-                vwapTick = _tickAtPriceRatio(int128(int256(vwapX96 >> 32)));
+                // vwapX96 is price² in X96 format, need to convert to regular price in X64 format
+                // price = sqrt(price²), then convert from X96 to X64 by >> 32
+                uint256 sqrtVwapX96Abundance = Math.sqrt(vwapX96) << 48; // sqrt(price²) in X96 format
+                vwapTick = _tickAtPriceRatio(int128(int256(sqrtVwapX96Abundance >> 32)));
                 vwapTick = token0isWeth ? -vwapTick : vwapTick;
                 emit EthAbundance(currentTick, ethBalance, outstandingSupply, vwapX96, vwapTick);
             }
diff --git a/onchain/test/mocks/BullMarketOptimizer.sol b/onchain/test/mocks/BullMarketOptimizer.sol
index 39f4f46..eae16f0 100644
--- a/onchain/test/mocks/BullMarketOptimizer.sol
+++ b/onchain/test/mocks/BullMarketOptimizer.sol
@@ -15,23 +15,23 @@ contract BullMarketOptimizer {
         return 0; // Placeholder implementation
     }
 
-    /// @notice Returns whale attack liquidity parameters
-    /// @return capitalInefficiency 0% - very aggressive
-    /// @return anchorShare 95% - massive anchor concentration
-    /// @return anchorWidth 1000 - moderate width
-    /// @return discoveryDepth Testing value: 1e18
+    /// @notice Returns bull market liquidity parameters
+    /// @return capitalInefficiency 0% - aggressive bull market stance
+    /// @return anchorShare 95% - reduces floor allocation to 90.1%
+    /// @return anchorWidth 50 - medium width for concentrated liquidity
+    /// @return discoveryDepth 1e18 - maximum discovery depth
     function getLiquidityParams()
         external
         pure
         returns (uint256 capitalInefficiency, uint256 anchorShare, uint24 anchorWidth, uint256 discoveryDepth)
     {
-        capitalInefficiency = 0;             // 0% - very aggressive
-        anchorShare = 95 * 10 ** 16;         // 95% - massive anchor position
+        capitalInefficiency = 0;              // 0% - aggressive bull market stance
+        anchorShare = 95 * 10 ** 16;         // 95% - reduces floor to 90.1% of ETH
         anchorWidth = 50;                    // 50% - medium width for concentrated liquidity
-        discoveryDepth = 1e18;               // Testing this value
+        discoveryDepth = 1e18;               // Maximum discovery depth
     }
     
     function getDescription() external pure returns (string memory) {
-        return "Bull Market (Testing discoveryDepth)";
+        return "Bull Market (Aggressive)";
     }
 }