Benchmarks

Real, sourced case files from paid-search and paid-social campaigns actually run: platform, spend range, timeframe, the metric that mattered (ROAS, CPA, or CTR), the verdict, and honest post-mortems on what failed, not only wins. This is the flagship section and the site's only defensible moat; nothing here is aggregated industry data or a platform's claimed lift figure, and every record carries a last-reviewed date because AI ad defaults change fast enough to make older figures misleading. Tactics in Bidding and failures documented in Creative link back to specific records here as their evidence base.

Google AdsMeta AdsTikTok AdsPerformance MaxAdvantage+AI Max for SearchROASCPAwinlossmixed resultecommerceB2Blocal service
Operator metric shown first; any third-party figure carried in a record’s body is industry context, not our own result.
Case filePlatformCampaign typeSpend rangeMetricClaimed vs. actualVerdictLast reviewed
B2C AI Email Personalization: Case Study Results from Ecommerce and DTC Brands
Why Bethesda Compresses Its Marketing Windows
ChatGPT Content Brief Prompt Template for SEO Writers
How Flock Safety's Data Architecture Triggered Contract Cancellations
Why Consumer Skepticism About Generative AI Ads Is Growing and How to RespondCross-platform
Google Ads Performance Max AI Update: What Changed for Advertisers
Google AI Advertising: Real Results vs. the Marketing ClaimsGoogle AdsAI Max, Performance Max, AI Mode
How Monsters Inc. Powered ESPN's NFL Alt-Cast Marketing
How St. Jude Uses AI to Personalize Its Dream Home Campaign
How Travis Scott's Nike Cleat Collab Was Marketed for the World Cup
When AI PPC Automation Fails: Diagnosing Smart Bidding Performance Cliffs and Building Effective Human-in-the-Loop WorkflowsGoogle AdsSmart Bidding
Why China's AI Chip Market Isn't Just NVIDIA vs AMD
AEO Tactics for Marketers: How to Get Your Content Cited in AI Answer Engines
Why Workflow Beats Accuracy in AI Cancer Detection Marketing
The AI-Driven Marketing ROI Accountability Playbook: How to Measure, Prove, and Defend Value in 2026
AI Ecommerce Email Personalization: Six Brand Case Studies with Sourced Outcomes
5 Risks of AI Image Generators for Product Ads and How to Mitigate ThemGoogle Ads
AI in Digital Marketing: A Function-by-Function Guide for 2026
When AI Marketing Backfires: Lessons from Brands That Navigated the Consumer Trust Problem
AI PPC Automation: A Reality Check on Where It Delivers and Where It FailsGoogle AdsPerformance Max
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