The segment migration always breaks

Howdy readers 🥰

In this newsletter, you’ll find:

🔀 The segment that doesn't survive the move

🔎 Google is giving marketers more AI visibility and control

🏆 Ad of the day

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Together with Levanta

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🔀 The segment that doesn't survive the move

A contact list migrates cleanly in most platform switches: name, email, phone number, purchase history, all of it transfers without much drama. 

What doesn't migrate cleanly nearly as often is the segmentation logic built on top of that data, the custom tags, the behavioral triggers, the "purchased in the last 60 days but hasn't opened an email in 30" style compound segments that took months of tweaking to get right and exist nowhere except inside the old platform's segment builder.

A segment defined by a single property, like "VIP tier," usually transfers fine. A segment defined by three or four combined conditions, especially ones referencing custom events or calculated fields specific to how the old platform tracked behavior, is exactly the kind of thing that can silently fail to reconstruct, sending a campaign to the wrong audience or, worse, to nobody at all, without triggering any error.

Export every segment's actual logic before migrating, not just its name

Before the migration starts, document every active segment's full definition, every condition, every threshold, every combined rule, not just the segment's name and current member count.

Most teams can list their segment names from memory. Almost nobody can recite the exact logic behind a segment built eighteen months ago by someone who's since left the team, and that's precisely the segment most likely to break silently during a migration.

Rebuild and verify membership count before trusting any segment post-migration

A rebuilt segment that looks correctly configured can still return the wrong member count if even one condition was translated slightly differently between platforms.

Compare the rebuilt segment's member count against what it showed on the old platform immediately before migration. 

A meaningful discrepancy, even a small one, means the logic didn't translate exactly, and it's worth tracing down before that segment gets used in a live send. 

This is part of what let one agency's migration to Omnisend hold through Black Friday without incident, landing $113K in holiday revenue matching the year before.

Run your highest-stakes segment through a real send before BFCM depends on it

The segment most worth verifying first is the one with the highest revenue per send, since a silent failure costs the most and gets noticed the least until the results come in low. Jocelyn A., COO at Ecom2Win, walks through exactly what got verified before her own switch. You can read the full story here. 

Contacts migrating is the easy check. Whether the logic built on top of them survived is what determines whether your next send reaches the right people.

🔎 Google is giving marketers more AI visibility and control

Google is expanding AI across content creation, advertising, and Search, while publishers and marketers are finally getting more insight into how these systems use and surface their content.

The Breakdown:

Google Pics moves into Workspace: AI Pro, Ultra, and most Workspace business customers can create and edit images directly inside Docs and Slides, with Drive support coming next.

Customer reviews are becoming ad copy: Google Ads now labels its “What customers love” section as AI-generated from store-rating reviews, turning existing customer feedback into automatically generated advertising messages.

AI Search finally gets performance reporting: Search Console now provides worldwide reporting for AI Overviews and AI Mode, including impressions, pages, countries, devices, and dates.

Markdown files may not help AI crawlers: Google’s John Mueller found only SEO tools requesting Markdown files in his test, recommending publishers inspect crawler requests before creating AI-specific files.

Google’s AI expansion is giving marketers more creation and measurement tools, but also less direct control over how content gets reused. Meanwhile, EU regulators are examining Google’s AI Search opt-out and its impact on publishers.

🏆 Ad of the day

What Works:

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Scarcity Adds Desire - “Limited Edition” introduces scarcity without discounting, while the clearly stated satin and matte shade counts make the launch feel curated, exclusive and worth exploring.

Texture Sells Product - The macro crop makes the lipstick finish almost tactile, helping shoppers imagine application quality while the embossed Hermès logo reinforces craftsmanship and branding recall.

For premium products, magnify one tactile detail like texture, stitching or material finish. Pair it with restrained copy so craftsmanship becomes the conversion argument. 

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