Some final tweaks.

rewards/df-challengedf.md

@@ -38,7 +38,7 @@ _Total - 5000 OCEAN_
 
 Head over to the [Challenges Page](https://df.oceandao.org/challenges) to learn more about Challenge DF, how to submit, and to see historical results.
 
-If you're looking for a step-by-step guide on everything from understanding what a challenge entails to claiming your well-deserved rewards, be sure to check out [how to farm Challenge DF rewards](../user-guides/data-farming/how-to-challengedf.md) section. It will provide you with all the necessary information you need to make the most out of the challenges.
+If you're looking for a step-by-step guide on everything from understanding what a challenge entails to claiming your well-deserved rewards, be sure to check out [how to farm Challenge DF rewards](../user-guides/data-farming/how-to-challengedf.md). It will provide you with all the necessary information you need to make the most out of the challenges.
 
 ### Good lock and happy coding!
 

rewards/df-veocean.md

@@ -15,7 +15,7 @@ You see, when you acquire veOCEAN via locking your OCEAN tokens in our Data Farm
 
 When you allocate to assets that sell, then **you get a portion of the sales**!
 
-You can do this all from the Data Farming dApp [Farms page](https://df.oceandao.org/farms).
+You can do this all from the Data Farming dApp [Farms page](https://df.oceandao.org/datafarming).
 
 ### The Superpowers of veOCEAN
 
@@ -71,8 +71,9 @@ The veOCEAN code is a fork of Curve's battle tested [veCRV](https://curve.readth
 # veOCEAN and your APY
 
 Here are some good mental models to improve the outcome of your APY.
-1. To improve your yield, you will need to make good decisions for how long you'll choose to lock. The best way to do this is to learn how [Time Locking](/rewards/df-veocean.md#veocean-time-locking) and [Linear Decay](/rewards/df-veocean.md#linear-decay) function.
+1. The longer you lock, the more you'll earn.
-2. APYs are always initially calculated by dividing the amount of OCEAN you have received from rewards, by the relative amount of OCEAN you have locked up.
+2. To improve yield, you will need to make good decisions for how long you'll choose to lock. The best way to do this is to learn how [Time Locking](#veocean-time-locking) and [Linear Decay](#linear-decay) function.
+2. APYs are always calculated by dividing the amount of OCEAN received from rewards, by the relative amount of OCEAN locked up.
 3. As a rule: _wherever APYs are provided to the user in the app (df.oceandao.org), they are caclulated assuming an initial 4-year lock up period with a weekly schedule of compounding rewards into an updated 4-year lock. This estimate works provided current: number of users, reward emissions, and other reward parameters stay constant while excluding all tx fees._
 
 To help you more easily understand APYs, we have provided a couple of examples in the [how to estimate APY](../user-guides/data-farming/how-to-estimate-apy.md) user guide so you can visualize different setups and their relative yields.

user-guides/data-farming/how-to-challengedf.md

@@ -6,7 +6,7 @@ description: Make extra dosh with building prediction models
 
 <figure><img src="../../.gitbook/assets/rewards/gif/challenge-df.gif" alt=""></figure>
 
-## Get More Rewards from Challenge DF
+## Predict to earn
 
 If you're eager to begin extracting value from data but aren't sure how to get started, then [Challenge DF is here to help](../../rewards/df-challengedf.md)!
 

user-guides/data-farming/how-to-volumedf.md

@@ -6,11 +6,15 @@ description: Make extra dosh by curating datasets in Data Farming
 
 <figure><img src="../../.gitbook/assets/rewards/gif/volume-df.gif" alt=""><figcaption></figcaption></figure>
 
-## Maximize APY with Volume DF
+## Curate to earn
 
 The bread and butter of the Data Farming dApp is incentivizing OCEAN rewards for curating and publishing valuable assets in the Ocean ecosystem. 
 
-The way that users curate assets is by **pointing their Allocation Power** to them using the Data Farming dApp. We'll show you how!
+The way that users curate assets is by **pointing their Allocation Power** to them using the Data Farming dApp.  
+
+If you're a publisher, then you can also benefit from additional bonuses.  
+
+We'll show you how!  
 
 #### Step 1 - Navigate to the Data Farming dApp