---
title: How to set up Shopping Booster for Demand Gen campaigns
description: Follow the steps below to start using Shopping Booster in Google Ads for Demand Gen Feed-only campaigns.
---

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1. [Knowledge base](https://knowledge.profitmetrics.io/?hsLang=en)
2. [Shopping Booster](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en)
3. [Overview & Setup](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en#overview-setup)

# How to set up Shopping Booster for Demand Gen campaigns

## Follow the steps below to start using Shopping Booster in Google Ads for Demand Gen Feed-only campaigns.

Before starting, make sure you set up Shopping Booster and add the Supplemental feed to Google Ads first. [See this set of articles.](https://knowledge.profitmetrics.io/shopping-booster-for-google-ads?hsLang=en)

**Why use Shopping Booster with Demand Gen?**

Demand Gen Feed-only campaigns serve product ads across YouTube Home Feed, YouTube Shorts, YouTube Watch Next, Discover, and Gmail. Without profit-based segmentation, Google's algorithm allocates budget equally across your entire catalog at launch, then optimizes toward conversion volume regardless of margin.

Shopping Booster solves this by passing your existing profit bucket labels into Demand Gen as a product filter at the ad group level. Each ad group sees only the products assigned to its bucket. Combined with bucket-specific bid targets, the algorithm learns to spend more on products that generate actual profit and less on products that erode it.

**Step 1: Create the Demand Gen campaign**

Create a new Demand Gen campaign and set up a separate ad group for each Shopping Booster bucket.

Within each ad group, filter the product feed using the corresponding custom label and Shopping Booster bucket. For example, the **Highly Profitable** ad group should only include products with the custom label bucket set to **“Highly Profitable.”**

Use Product-only ads as the ad format. Set a fallback URL at the campaign level pointing to your store homepage. The actual destination for each product will be the final URL from your shopping feed, not the fallback.

Headlines + Descriptions might show alongside your Shopping Title & Description attributes.

We recommend using generic assets that describe your store and encourage users to shop.

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)

**Step 2: Set bid targets on ad group level to steer spendings**

Each ad group needs its own bid strategy target. Use tCPA or tROAS depending on your account's conversion volume. In most accounts, tROAS only becomes available after sustained conversion volume and spend history. Start with tCPA if tROAS is not yet available.

To set your starting tCPA targets, use your account's average purchase CPA as the baseline and adjust per bucket:

Highly Profitable: increase tCPA by up to 30% above baseline. You are willing to pay more to acquire these customers because the margin justifies it.

Profitable: use baseline tCPA.

Unprofitable: decrease tCPA by up to 30% below baseline. The algorithm needs to work harder to justify spend here.

Low Traffic: set a conservative tCPA. These products have no conversion history yet and should receive minimal investment until data accumulates.

Note: these are starting points. Adjust after two to three weeks once conversion data per bucket is visible.

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)

**Where Demand Gen Feed-only product ads appear**

Mobile: YouTube Home Feed, YouTube Shorts, Discover, Gmail

Desktop: YouTube Home Feed, YouTube Search, YouTube Watch Next, Gmail

**What to monitor after launch**

Check impression share distribution across buckets after the first week. The Highly Profitable and Profitable ad groups should attract the majority of impressions over time as the algorithm learns the bid signal. If Low Traffic or Unprofitable buckets are consuming a disproportionate share of budget in the first days, adjust bids accordingly.

**Related articles**

[Shopping Booster Overview](https://knowledge.profitmetrics.io/shopping-booster-overview?hsLang=en)

[How to Set Up Shopping Booster for Google Ads](https://knowledge.profitmetrics.io/how-to-set-up-shopping-booster-for-google-ads?hsLang=en)

 

- [Getting Started](https://knowledge.profitmetrics.io/getting-started?hsLang=en#main-content)

    - [Learn the Basics](https://knowledge.profitmetrics.io/getting-started?hsLang=en#learn-the-basics)
    - [Prepare for Onboarding](https://knowledge.profitmetrics.io/getting-started?hsLang=en#prepare-for-onboarding)
    - [Account Setup](https://knowledge.profitmetrics.io/getting-started?hsLang=en#account-setup)
- [E-commerce Platforms](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#main-content)

    - [Shopify](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#shopify)
    - [WooCommerce](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#woocommerce)
    - [Magento](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#magento)
    - [PrestaShop](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#prestashop)
    - [BigCommerce](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#bigcommerce)
    - [Shopware](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#shopware)
    - [DanDomain & Related](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#dandomain-related)
    - [Universal Integration (Clientside)](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#universal-integration-clientside)
    - [Universal Integration (Server-side Hybrid)](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#universal-integration-server-side-hybrid)
    - [Other Platforms](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#other-platforms)
    - [Developer Documentation](https://knowledge.profitmetrics.io/e-commerce-platforms?hsLang=en#developer-documentation)
- [Ad Channels](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#main-content)

    - [Google Ads](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#google-ads)
    - [Meta (Facebook/Instagram)](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#meta-facebook-instagram)
    - [Microsoft Bing Ads](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#microsoft-bing-ads)
    - [Google Analytics 4](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#google-analytics-4)
    - [Partner-ads](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#partner-ads)
    - [Other Channel Configuration](https://knowledge.profitmetrics.io/ad-channels?hsLang=en#other-channel-configuration)
- [Tracking & Conversion Setup](https://knowledge.profitmetrics.io/tracking-conversion-setup?hsLang=en#main-content)

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    - [Conversion Booster Custom Pixels](https://knowledge.profitmetrics.io/tracking-conversion-setup?hsLang=en#conversion-booster-custom-pixels)
    - [Enhanced Conversions](https://knowledge.profitmetrics.io/tracking-conversion-setup?hsLang=en#enhanced-conversions)
- [Shopping Booster](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en#main-content)

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    - [Supplemental Feeds](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en#supplemental-feeds)
    - [Campaigns & Labels](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en#campaigns-labels)
    - [Troubleshooting](https://knowledge.profitmetrics.io/shopping-booster?hsLang=en#troubleshooting)
- [Product Feed & Costs](https://knowledge.profitmetrics.io/product-feed-costs?hsLang=en#main-content)

    - [Product Feed](https://knowledge.profitmetrics.io/product-feed-costs?hsLang=en#product-feed)
    - [Shipping & Payment Costs](https://knowledge.profitmetrics.io/product-feed-costs?hsLang=en#shipping-payment-costs)
    - [Expenses](https://knowledge.profitmetrics.io/product-feed-costs?hsLang=en#expenses)
- [Dashboard, Orders & Reporting](https://knowledge.profitmetrics.io/dashboard-orders-reporting?hsLang=en#main-content)

    - [Dashboard & Orders](https://knowledge.profitmetrics.io/dashboard-orders-reporting?hsLang=en#dashboard-orders)
    - [Looker Studio](https://knowledge.profitmetrics.io/dashboard-orders-reporting?hsLang=en#looker-studio)
    - [Google BigQuery](https://knowledge.profitmetrics.io/dashboard-orders-reporting?hsLang=en#google-bigquery)
- [Account & Billing](https://knowledge.profitmetrics.io/account-billing?hsLang=en#main-content)

    - [Users & Access](https://knowledge.profitmetrics.io/account-billing?hsLang=en#users-access)
    - [Billing & Invoices](https://knowledge.profitmetrics.io/account-billing?hsLang=en#billing-invoices)
- [Privacy & Consent](https://knowledge.profitmetrics.io/privacy-consent?hsLang=en#main-content)

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    - [Consent Management Platforms](https://knowledge.profitmetrics.io/privacy-consent?hsLang=en#consent-management-platforms)
    - [Google Consent Mode](https://knowledge.profitmetrics.io/privacy-consent?hsLang=en#google-consent-mode)
- [For Agencies](https://knowledge.profitmetrics.io/for-agencies?hsLang=en#main-content)

    - [Getting Started as an Agency](https://knowledge.profitmetrics.io/for-agencies?hsLang=en#getting-started-as-an-agency)
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