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Intermediate training · Module 7 — Display and remarketing in depth — audiences, exclusions and where the money goes

Remarketing in depth: behaviour-based lists, membership duration, exclusions and frequency

⏱️ 10 min read · 🖼️ Display 👥 Audiences 📐 Measurement · updated on 2026-08-22

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Remarketing is the most profitable Display campaign there is, and the one most often done badly: an "all visitors, 30 days" list, a generic banner, no exclusions and no frequency cap. It works… and it could work twice as well. This lesson builds it the way it should be built.

Lists that mean something

"All visitors" mixes the person who bounced in 3 seconds with the person who left a €300 basket behind. Lists are built by behaviour, from the Google tag or GA4 (rules by URL, event, duration, pages viewed):

List Rule Intent Use
Abandoned basket Reached basket/checkout and did not buy Very high Its own campaign, priority budget, closing message
Viewed product/service Product or category URL, no basket High Dynamic remarketing (ecommerce) or by category
Engaged visitors ≥ 2 pages or ≥ 60 s Medium General reminder campaign
Bounce 1 page, < 10 s Low Exclude or don't use
Buyers / customers Thank-you page or customer list Already converted Exclude from acquisition; repeat-purchase or cross-sell campaign
Open leads Form submitted, no sale (CRM list) High for closing Trust/proof message
Customers (Customer Match) Uploaded emails Existing Loyalty, exclusion, or seed for similar audiences/signals

Minimum size for Display: 100 active users in 30 days; for video/Demand Gen, more. Lists that are too narrow are useless in small accounts: combine them.

Membership duration: the buying cycle decides

How many days someone stays in the list after the visit. Rule: equal to or slightly longer than the decision cycle:

The same source can feed several lists with different durations (basket 7 days; visitors 30; product 60) so you can use different messages and bids by recency: someone who was there yesterday is worth more than someone who was there a month ago.

Exclusions: half of remarketing

Without exclusions, remarketing spends on the people who need it least.

Frequency: remind, don't stalk

Display lets you cap frequency (impressions per user per day/week/month, at campaign level). With no cap, a visitor can see your banner 40 times in a week: annoyance, wear-out and accidental clicks. Benchmark: 3-5 impressions a day on short-duration remarketing; fewer on long lists. And rotate your creative: the same image for 30 days becomes invisible (fatigue, Demand Gen module in Advanced).

Dynamic remarketing

With a feed (Merchant Center or a business feed), the ad shows the exact products each person viewed, with price and photo, plus related products. It is the version that converts best in ecommerce (and in travel, property and education with their own feeds). It needs the tag with product parameters (ecomm_prodid, ecomm_pagetype) or GA4 with ecommerce events.

Judging remarketing honestly

Remarketing claims credit for conversions that might have happened anyway: the person already knew you. Signs of cannibalisation:

How to find out the truth: judge by click with short windows; run a holdout experiment (a group from the list with no ads, via a random or geographic exclusion) and compare purchase rates; and look at the total lift for the account, not the campaign on its own. Honest remarketing usually contributes less than its own column claims and more than the sceptic claims: the truth is in the experiment.

💡 Ninja trick: remarketing lists are also the best signal for PMax and Demand Gen and the seed for similar audiences. An account with well-built lists (basket, product, customers, open leads) has Google learning from facts; an account with "all visitors" has Google learning from noise.

What you should remember

📎 Sources and further reading

⚠️ Free training with no support. Ninja Scripts support channels (email and Telegram) are only for the use of the scripts, not for Google Ads questions or questions about this training.

Pick up here

← BeforeGoogle's audience map: your data, in-market, affinity, custom and demographicsDisplay and remarketing in depth — audiences, exclusions and where the money goesAfter →Optimized targeting and audience signals: when Google widens your audience on its ownDisplay and remarketing in depth — audiences, exclusions and where the money goesRelacionadaDisplay in basic terms: banners, audiences and remarketing (and where the money goes)The other campaign types — an introductory mapRelacionadaTutorial · Dynamic remarketing for businesses with no product catalogue: real estate, education, travel, servicesPractical tutorials II — feeds for ads and reportingRelacionadaYouTube and Demand Gen in basic terms: skippable video, bumpers and the visual campaignsThe other campaign types — an introductory mapRelacionadaMeasuring Display honestly: view-through, windows, incrementality and experimentsDisplay and remarketing in depth — audiences, exclusions and where the money goes

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