Blog
Insights, tutorials, and updates from the Soku AI team.
What Does a Creative Strategist Do? The Paid Social Creative Strategy Playbook
A creative strategist decides what a paid social ad should say, to whom, and why, then proves it with a test. This playbook defines the role against designers, media buyers and creative directors, walks through a weekly creative-strategy loop with the five artifacts it produces (research doc, hook bank, brief, test matrix, learnings log), defines hook rate, hold rate, CTR and CPA by concept from Meta and TikTok documentation, and covers tools, pay data and hiring.
22 min read · October 14, 2026
Creative Automation for Paid Social: Platforms, Workflows and What to Automate First
Creative automation is seven jobs, not one tool. Which platforms automate templating, DCO, feeds, generative AI, QA and trafficking, with pricing checked today.
18 min read · October 9, 2026
Meta Andromeda Explained: Why Creative Diversity Now Drives Delivery
Meta Andromeda is the retrieval engine that picks a few thousand candidate ads from tens of millions before ranking and the auction run. What Meta has actually said about it, which popular claims (like Entity IDs) Meta has never confirmed, and a creative-diversity audit worksheet plus account-structure rebuild you can use. Verified 2026-10-08.
15 min read · October 8, 2026
Ad Fatigue: How to Diagnose and Fix It (2026)
Most teams call every performance decline ad fatigue and refresh the creative. Half the time the creative was fine. A diagnostic sequence that separates true frequency fatigue from audience exhaustion, auction shifts, tracking breakage and seasonality — and the fixes that match each cause.
12 min read · September 21, 2026
Best Dynamic Creative Optimization (DCO) Tools, Ranked (2026)
A scored ranking of the best dynamic creative optimization tools in 2026 — feed-driven DCO, AI-native creative generation, and platform-native asset combination — with a published-pricing audit showing how few DCO vendors will tell you what they cost before a sales call.
13 min read · September 21, 2026
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