diff --git a/anatomy_of_mev_bots/bots/liquidators.md b/anatomy_of_mev_bots/bots/liquidators.md
index 7dc9118..ad513e8 100644
--- a/anatomy_of_mev_bots/bots/liquidators.md
+++ b/anatomy_of_mev_bots/bots/liquidators.md
@@ -1,7 +1,28 @@
-### liquidators
+## liquidators
+
+<br>
+
+### aave
+
 
 * [liquidation bot for Aave V3](https://github.com/massun-onibakuchi/grim-reaper)
-* [ftx-factorial liquidation bot](https://github.com/fxfactorial/liquidation-bot-fall-2020)
-* [liquidation aave protocol example](https://github.com/ialberquilla/aave-liquidation)
-* [liquidator-v3](https://github.com/blockworks-foundation/liquidator-v3)
+* [liquidation aave protocol](https://github.com/ialberquilla/aave-liquidation)
+
+
+
+<br>
+
+### compound
+
+<br>
+
+* [fash swap liquidator for compound.finance](https://github.com/haydenshively/New-Bedford)
+
+
+<br>
+
+### mango market
+
+<br>
+
 * [mango market liquidator](https://github.com/blockworks-foundation/liquidator-v3)