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
AI Targeted Marketing Pitfalls: The 70% Incident Rate and Why Governance Is the New Competitive AdvantageProgrammaticAI targeting
ChatGPT Ad Copy Generation Prompt Templates for Marketers
What a Citation-First SEO Strategy Looks Like for Google AI Overviews
How Google AI Overviews Are Reshaping Paid Search PerformanceGoogle Ads
How Joanna Gaines' Farm Stand Post Generated National Coverage
What Meta's AI Ad System Needs From Your Creative Team in 2026MetaAdvantage+ Shopping
What Nothing Bundt Cakes Franchise Marketing Actually Costs
Performance Max Creative Strategy: Why Variety Matters More Than PolishGoogle AdsPerformance Max
How AI Works in Programmatic Advertising: A Practical Guide to the Five LayersProgrammatic DSPs
How Reddit citations vary across AI search platforms — and why it matters for your strategy
Salesforce Einstein Email Personalization in B2B SaaS: A Deployment Case Study
The Right Order for Testing AI Ad CopyGoogle Ads
The AI Analytics ROI Gap: Why Most Teams Can't Measure What Their Tools Are Worth and How to Fix It
The AI Attention Stack: How Advertising Is Moving into New AI SurfacesCross-platform
How to Set Up AI Max for Search Campaigns: A Staged Workflow GuideGoogle AdsAI Max for Search
AI in Programmatic Advertising: What Delivers, What Doesn’t, and How to ScaleProgrammatic DSPs
AI for Real Estate Lead Generation: From Speed-to-Lead to Predictive Targeting
B2B LinkedIn AI Ad Creative Testing PlaybookLinkedInAI Ad Variants, Flexible Ad Creation, Accelerate, Ad Personalization
Gigi Hadid and the 16,000-Creator Engine Behind Victoria's Secret's Turnaround
Google Ads Performance Max AI Features: A Practitioner's Guide to Steering the AlgorithmGoogle Ads
Blogarama - Blog Directory