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
AI vs Human Campaign Audit Accuracy: A Reproducible Test
Everyone claims AI audits ad accounts as well as a specialist. Almost nobody publishes a protocol you could use to check. Here is the full test design — the seeded-defect method, the scoring rubric, the traps that make naive comparisons meaningless — so you can run it on your own account instead of trusting a vendor's number. Verified 2026-08-20.
16 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
AI Ad Management for Small Businesses: A Practical 2026 Guide
AI ad management for small business, without the hype: the budget below which automation cannot learn, the approval rules that keep an agent safe on a small account, what you can actually measure at low conversion volume, and the cases where automation is not worth it. Verified 2026-08-19.
16 min read · August 19, 2026
ChatGPT Ads Minimum Daily Budgets by Country — and the India Row That Appeared Before the Launch
OpenAI added India to the ChatGPT Ads Minimum Campaign Spend table at 725 INR per day — while the Ads Manager Availability article still lists only nine countries and does not include India. Every published country minimum, what the two documents disagree about, and why the budget table has been the earlier signal. Updated 2026-10-19: the table now has 30 billing currencies, and OpenAI raised the Southeast Asia and Taiwan minimums roughly sixfold.
12 min read · August 19, 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
Free AI Advertising Skills Library for Google and Meta Ads
A skill is a repeatable ad-ops task written down once so it runs the same way every time. Twenty-four skills across auditing, optimisation, creative and reporting — what each one does, the exact data it needs, and how to write your own so it survives contact with a real account. Verified 2026-08-18.
14 min read · August 18, 2026
Best PPC and Google Ads Automation Software in 2026
Google Ads automation now happens at four layers — native smart bidding, scripts, third-party rule engines, and agentic tools — and they overlap badly. Which layer owns which decision, what each costs, and the automation conflicts that quietly undo each other. Verified 2026-08-18.
14 min read · August 18, 2026
Best PPC Management Software in 2026
PPC management software splits into four categories that solve different problems, and every ranked list blends them into one. The four jobs, 12 platforms with published pricing, and the question that decides which category you actually need. Verified 2026-08-18.
14 min read · August 18, 2026
ChatGPT Ads Custom Audiences: The 25,000-Match Floor and the One-Way Door Nobody Mentions
ChatGPT Ads now accepts your own customer lists — but a custom audience needs 25,000 matched users before it can be used, cannot be edited after creation, and mixes two different controls (eligibility and bid multipliers) that behave nothing alike. The exact official rules, the file spec, and the operational traps. Verified 2026-08-18.
15 min read · August 18, 2026
Facebook Ads Checklist: Launch, Tracking and Optimisation (2026)
A working Facebook Ads checklist in four parts — pre-launch, tracking, launch day, and the weekly loop — with the specific checks that catch the failures that actually happen: broken CAPI dedup, learning-phase resets, and the audit that finds spend nobody authorised. Verified 2026-08-18.
15 min read · August 18, 2026
Campaign Naming Convention Template for Paid Media Teams
A campaign naming convention that survives an account audit: a fixed field order for campaigns, ad sets and ads, closed vocabularies you can validate, ready-to-copy taxonomies for Meta, Google, TikTok and LinkedIn, and the migration path for renaming an account that is already a mess.
13 min read · August 17, 2026