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Digital Marketing Academy · Lesson

Asset Groups and Signals

Feed the algorithm.

Asset Groups and Signals is a free Digital Marketing Academy lesson on CoddyKit — lesson 2 of 4. You can read the complete lesson below for free — then practise it hands-on in the browser with a built-in code editor and a 24/7 AI tutor. It is part of the Digital Marketing Academy learning path, one of 4 lessons in the course, and your progress syncs across the web and the CoddyKit app.

What an Asset Group Is

An asset group is a themed bundle of creative inside a PMax campaign. Google mixes its text, images, videos, and logos to build ads for every channel automatically.

Think of it as one audience-creative theme. Most accounts run multiple asset groups, each aligned to a product line, persona, or offer.

The Required Asset Inventory

Each asset group needs a minimum set: headlines, long headlines, descriptions, images at multiple aspect ratios, a logo, and ideally video.

If you do not provide video, Google may auto-generate one from your images, often low quality. Supplying your own video protects brand and performance.

Minimum per asset group:
  Headlines        3-5 (max 15, 30 chars)
  Long headlines   1-5 (90 chars)
  Descriptions     2-5 (90 chars)
  Images           1.91:1, 1:1, 4:5
  Logo             1:1 (and 4:1)
  Video            >=1 (10s+) recommended

Structuring Multiple Asset Groups

Split asset groups by meaningful theme, not arbitrarily. Common splits: product category, customer persona, funnel stage, or geography with distinct creative.

One asset group per theme keeps signals and creative coherent, which helps both performance and your own reporting clarity.

Campaign: Outdoor Gear
  Asset Group: Running
    creative + signal: runners, race sites
  Asset Group: Hiking
    creative + signal: trail apps, gear blogs
  Asset Group: Camping
    creative + signal: campsite searches

What Audience Signals Actually Do

Audience signals are hints, not hard targets. They tell Google's model where to start looking for converters, then the engine expands beyond them.

This is the single biggest misconception: a signal does not restrict targeting. PMax will serve outside your signal if it finds better converters.

Types of Audience Signals

You can build signals from your own data (customer lists, website visitors), custom segments (keywords, URLs, apps people use), and Google's in-market and affinity audiences.

Your first-party data is the strongest signal because it reflects real converters, not Google's inferred interests.

Signal sources, strongest first:
  1. Your data    - converters list, CRM
  2. Your data    - cart abandoners, visitors
  3. Custom segment - intent keywords/URLs
  4. In-market     - actively shopping
  5. Affinity      - broad interests

Building a Strong Custom Segment

Custom segments let you describe intent: people who searched specific terms, visited competitor URLs, or use related apps.

Be specific. Mixing high-intent purchase terms with broad informational terms dilutes the signal. Tight, intent-rich custom segments accelerate learning.

Custom segment for running shoes:
  search terms:
    "best marathon shoes"
    "carbon plate running shoes"
    "replace running shoes worn out"
  competitor URLs:
    brand-x.com, brand-y.com/shoes

First-Party Data as a Signal

Uploading converter and high-value customer lists gives PMax a model of your best buyers. Combined with Customer Match, it can find lookalikes faster.

Keep lists fresh and segmented: a list of one-time buyers behaves differently from repeat high-LTV customers. Feed the engine your most profitable cohorts.

Reading Asset Performance Ratings

Google rates each asset Low, Good, or Best based on relative contribution. Replace Low assets and study what makes Best assets work.

Ratings need traffic to populate, so do not judge a brand-new asset group's ratings on day one. Wait for meaningful impressions first.

Asset ratings:
  Best  - strong contributor, keep & clone
  Good  - acceptable, monitor
  Low   - underperforming, replace
  Pending - not enough data yet

Text Asset Best Practices

Write varied headlines: include benefits, offers, social proof, and brand. Avoid near-duplicates because Google needs distinct combinations to test.

Match the language of your audience signal. A headline aimed at marathon runners should differ from one aimed at casual joggers, even within the same campaign.

Image and Video Asset Strategy

Provide every required aspect ratio so PMax can fill all placements. Missing ratios mean lost inventory, especially on Display and Discover.

For video, even simple 10 to 15 second clips outperform Google's auto-generated slideshows. Lead with the product and a clear value message in the first seconds.

Aspect ratio coverage checklist:
  [x] 1.91:1 landscape (1200x628)
  [x] 1:1 square (1200x1200)
  [x] 4:5 portrait (960x1200)
  [x] logo 1:1 and 4:1
  [x] video 16:9, 1:1, 9:16 if possible

Signals Plus Creative Work Together

The signal points the model toward an audience; the creative must resonate once it gets there. Mismatched signal and creative wastes the head start a signal gives you.

Treat each asset group as a coherent message-market pair: one audience, one promise, assets that prove it.

Quick Check

Test your understanding of asset groups and signals.

Recap

Asset groups bundle themed creative; build one per coherent audience-message theme and supply all required text, image, video, and logo assets.

Audience signals are starting hints, strongest when built from first-party converter data. Pair tight signals with matching creative, then prune Low-rated assets and scale the Best.

Frequently asked questions

Is the “Asset Groups and Signals” lesson free?

Yes — the full text of “Asset Groups and Signals” is free to read here on the web, and the Digital Marketing Academy course includes 4 lessons in total. To practise it interactively (a built-in code editor and a 24/7 AI tutor) and unlock the rest of the Digital Marketing Academy course, upgrade to CoddyKit PRO.

What will I learn in “Asset Groups and Signals”?

Feed the algorithm. You practise Digital Marketing Academy with hands-on code you run directly in the browser, and a 24/7 AI tutor answers your questions as you work through the lesson.

Do I need any experience to start Digital Marketing Academy?

No prior experience is required. Digital Marketing Academy on CoddyKit is structured for beginners through advanced learners; this is — lesson 2 of 4, so you can start here or from the beginning and move at your own pace.

How long does the “Asset Groups and Signals” lesson take?

Most CoddyKit lessons take about 5–10 minutes. Each one is bite-sized and interactive, so you make steady progress and pick up exactly where you left off across the web and the app.

Can I write and run code in this Digital Marketing Academy lesson?

Yes. Every Digital Marketing Academy lesson includes a built-in code editor, so you write and run real code right in your browser and get instant AI feedback — no local setup required.

All lessons in this course

  1. What Is Performance Max
  2. Asset Groups and Signals
  3. Smart Bidding Strategies
  4. Guardrails and Insights
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