From 77720bc9e43e83f76006f8b824897c3a4e01e486 Mon Sep 17 00:00:00 2001
From: tbols <43051188+tbols@users.noreply.github.com>
Date: Wed, 20 Nov 2024 07:28:41 -0800
Subject: [PATCH 1/2] Update product-based-audiences.md

updated wording about audience compute time
---
 src/engage/audiences/product-based-audiences.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/engage/audiences/product-based-audiences.md b/src/engage/audiences/product-based-audiences.md
index cdf23d7419..9979b870de 100644
--- a/src/engage/audiences/product-based-audiences.md
+++ b/src/engage/audiences/product-based-audiences.md
@@ -50,5 +50,5 @@ To create a Product Based Audience:
 ## Best practices
 
 - When mapping events to the model column during the setup process for your [Recommendation catalog](#set-up-your-recommendation-catalog), select the event property that matches the model column. For example, if you are mapping to model column ‘Brand’, select the property that refers to ‘Brand’ for each of the selected interaction events.
-- Because a number of factors (like system load, backfills, or user bases) determine the complexity of an Audience, some compute times take longer than others. As a result, **Segment recommends waiting at least 24 hours for an Audience to finish computing** before you resume working with the Audience.
+- As soon as you complete your audience creation, it wll show a status of "live" with 0 customers. Please note that the audience is still computing, and the model is trying to determine which customers belong in that audience. **Segment recommends waiting at least 24 hours for an Audience to finish computing**. When the audience is truly ready for use, you will see the audience size update from 0 customers.
 - As the size of your audience increases, the propensity to purchase typically decreases. For example, an audience of a hundred thousand people that represents the top 5% of your customers might be more likely to purchase your product, but you might see a greater number of total sales if you expanded the audience to a million people that represent the top 50% of your customer base. 

From fa8bfad5e3a8ce1739cd4afa74088e267a32406d Mon Sep 17 00:00:00 2001
From: pwseg <86626706+pwseg@users.noreply.github.com>
Date: Wed, 20 Nov 2024 15:26:16 -0600
Subject: [PATCH 2/2] minor rewording

---
 src/engage/audiences/product-based-audiences.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/engage/audiences/product-based-audiences.md b/src/engage/audiences/product-based-audiences.md
index 9979b870de..a711dbd4dd 100644
--- a/src/engage/audiences/product-based-audiences.md
+++ b/src/engage/audiences/product-based-audiences.md
@@ -50,5 +50,5 @@ To create a Product Based Audience:
 ## Best practices
 
 - When mapping events to the model column during the setup process for your [Recommendation catalog](#set-up-your-recommendation-catalog), select the event property that matches the model column. For example, if you are mapping to model column ‘Brand’, select the property that refers to ‘Brand’ for each of the selected interaction events.
-- As soon as you complete your audience creation, it wll show a status of "live" with 0 customers. Please note that the audience is still computing, and the model is trying to determine which customers belong in that audience. **Segment recommends waiting at least 24 hours for an Audience to finish computing**. When the audience is truly ready for use, you will see the audience size update from 0 customers.
+- When you complete your audience creation, the status will display as "live" with 0 customers. This means the audience is still computing, and the model is determining which customers belong to it. **Segment recommends waiting at least 24 hours for the audience to finish computing.** Once the computation is complete, the audience size will update from 0 customers to reflect the finalized audience.
 - As the size of your audience increases, the propensity to purchase typically decreases. For example, an audience of a hundred thousand people that represents the top 5% of your customers might be more likely to purchase your product, but you might see a greater number of total sales if you expanded the audience to a million people that represent the top 50% of your customer base.