Soku AIBlog
Insights, tutorials, and updates from the Soku AI team.
Ad Creative Testing Platforms Compared: What Each One Actually Tests
Most tools sold as ad creative testing platforms do not run the test. They label creative, report on it after the fact, or generate more of it. A category-by-category comparison of what each type actually measures, what it cannot tell you, and how to pick by the decision you need to make. Verified 2026-08-20.
14 min read · August 20, 2026
Creative Fatigue Benchmarks: When Meta, TikTok and YouTube Ads Wear Out
There is no universal number of days after which an ad is spent. Fatigue is a function of frequency against audience size, not calendar time — and the three platforms fatigue on different mechanisms. How to compute your own threshold, and the four decay patterns that are not fatigue at all. Verified 2026-08-20.
15 min read · August 20, 2026
Ad Creative Testing Framework: A Practical Experiment Design
Most creative tests are unreadable before they start — too many variables, too few conversions, stopped the moment a number looks good. A concrete framework: the concept-versus-execution hierarchy, the sample size your CPA actually implies, and the stopping rule that prevents calling noise a winner. Verified 2026-08-18.
15 min read · August 18, 2026
Display and Banner Ad Examples for 2026: The Anatomy That Makes Them Work
Most display ad example galleries show you 24 pretty banners and never explain the constraint that shaped them: 150KB, and a headline that has to survive at 320×50. The complete official Google size table, the six structural slots every display ad fills, and the copy patterns that actually convert. Verified 2026-08-14.
14 min read · August 14, 2026
Instagram Post Size Guide 2026: Every Format and Safe Zone
Instagram post size in 2026: 1080×1350 for feed, but the profile grid previews at 3:4 — so the two crops disagree and most cheat sheets never mention it. Every organic format, the exact overlap zone, and where text actually survives. Verified 2026-08-13.
12 min read · August 13, 2026
Instagram Stories Ads Examples: 25 Worth Copying
25 Instagram Stories ad patterns that survive a full-screen, sound-off, thumb-ready placement — grouped by the job each one does, with the safe-zone maths that decides whether any of them render. Verified 2026-08-13.
14 min read · August 13, 2026
LinkedIn Ad Examples: 20 B2B Ads That Worked
20 LinkedIn ad examples by format — with the specs each one needs, why it works, and how to pull up the real thing in LinkedIn's Ad Library yourself. Honest about which results are published and which are pattern-level. Verified 2026-08-13.
15 min read · August 13, 2026
Feed-Driven Creative: When Your Catalog Is the Ad
Feed-driven creative assembles the ad at serve time from your product feed — which means the creative brief is a data quality problem, and it is usually owned by a team that has never been told the feed is now advertising copy.
11 min read · August 12, 2026
40 Advertisement Examples That Actually Converted
40 advertisement examples organised by the mechanism that made them work — not a swipe file of pretty creative. Each entry names the persuasion job it does, why it converted, and how to rebuild it for your own product, with an explicit note on what evidence exists and what does not.
16 min read · August 7, 2026
How to Make a TikTok Slideshow with AI
Turn one product photo into a TikTok Photo Mode slideshow with AI — multi-angle views, clean-background shots, lifestyle scenes and poster slides. Includes the five-slide structure that works, what to check before you publish, and what to do if your account has no Shoppable Photos access yet.
9 min read · August 3, 2026
LinkedIn Ads Library: The Complete Guide to Competitor B2B Ads
LinkedIn's Ad Library shows almost nothing for a US ad and a great deal for an EU one — impressions, date range and targeting parameters. The exploit, the duplication trap, and a workflow for real B2B competitor research.
14 min read · July 30, 2026
TikTok Creative Center: How to Use It for Ad Research
We audited every TikTok Creative Center route on 2026-07-30. Keyword Insights is gone from the public site, Trends has moved into TikTok One, and Top Ads is an opt-in sample — here is what still works and how to research with it.
13 min read · July 30, 2026