diff --git a/.gitbook/assets/gif/making-money-is-fun.gif b/.gitbook/assets/gif/making-money-is-fun.gif
new file mode 100644
index 00000000..f1930f3d
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diff --git a/.gitbook/assets/gif/money-robot.gif b/.gitbook/assets/gif/money-robot.gif
new file mode 100644
index 00000000..4ea8aa78
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diff --git a/.gitbook/assets/gif/my-mood-plot.gif b/.gitbook/assets/gif/my-mood-plot.gif
deleted file mode 100644
index e19cccb2..00000000
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diff --git a/data-farming/apys-plot.md b/data-farming/apys-plot.md
index 4a7d56a3..fe379f77 100644
--- a/data-farming/apys-plot.md
+++ b/data-farming/apys-plot.md
@@ -3,7 +3,7 @@ description: >-
   Modeling APYs
 ---
 
-<figure><img src="../.gitbook/assets/gif/my-mood-plot.gif" width=50% alt=""><figcaption><p></p></figcaption></figure>
+<figure><img src="../.gitbook/assets/gif/making-money-is-fun.gif" width=50% alt=""><figcaption><p></p></figcaption></figure>
 
 # Estimated APY vs Time
 
diff --git a/data-farming/predictoordf-guide.md b/data-farming/predictoordf-guide.md
index b43d8ad8..74d7fd0b 100644
--- a/data-farming/predictoordf-guide.md
+++ b/data-farming/predictoordf-guide.md
@@ -1,9 +1,12 @@
 ---
 description: >-
+  How to earn $ via predictoor DF
 ---
 
 # Guide to Predictoor DF
 
+<figure><img src="../../.gitbook/assets/gif/money-robot.gif" alt=""></figure>
+
 In Predictoor DF (and Predictoor proper), you run prediction bots to earn continuously.
 
 ## How to be eligible for Predictoor DF
diff --git a/data-farming/predictoordf.md b/data-farming/predictoordf.md
index 31136862..7d61524d 100644
--- a/data-farming/predictoordf.md
+++ b/data-farming/predictoordf.md
@@ -1,5 +1,6 @@
 ---
 description: >-
+  Baseline sales for predictoors
 ---
 
 <figure><img src="../.gitbook/assets/data-farming/predictoordf_main.png" alt=""></figure>