Prooflytics
Marketing Analytics Blog
Benchmarks, attribution frameworks, and platform guides for performance marketers. How to diagnose, decide, and act — without the dashboard fatigue.
- Platform
Google AI Max for Shopping Campaigns: Text Customization, URL Expansion, and Format Selection
Google rolled out AI Max to Shopping campaigns on April 30, 2026, introducing three new capabilities: dynamic text customization (ads adapt copy to conversational queries), final URL expansion (the system suggests additional landing pages), and format selection (advertiser control over ad layout variants). For Shopping advertisers, this requires reviewing feed data quality and URL structure before activation, as AI Max uses the product feed as the primary creative input for generated ad variants.
9 min read - Platform
Google Merchant Center AI Product Import Beta: No Feed Required
Google Merchant Center added an AI product import beta on May 5, 2026, allowing the system to scan a website and automatically generate product listings without a structured XML or CSV data feed. For merchants who previously needed feed management tools or developer resources to get products into Shopping campaigns, this removes the primary onboarding barrier. The feature is in beta; validation against existing feed data quality is required before treating AI-generated listings as the primary source.
8 min read - Platform
Google Back Button Hijacking Penalty: Search Console Warnings and June 2026 Enforcement
Google began sending Search Console warnings to sites that intercept the browser back button, with spam policy enforcement starting June 15, 2026. Sites where JavaScript or CSS prevents users from navigating away via browser controls are now flagged as spam signals and risk ranking penalties. For performance marketers running paid landing pages or post-click experiences, auditing back button behavior is a required pre-enforcement task.
9 min read - Platform
Google Ads AI Max AI Brief: Plain-Language Campaign Rules via Gemini
Google launched AI Brief on April 30, 2026, a Gemini-powered interface embedded in AI Max that allows advertisers to configure campaign messaging, audience matching rules, and performance guardrails using natural language instead of UI clicks or manual rule builders. Advertisers describe constraints in plain text; the system translates them into operational campaign settings. For performance teams managing AI Max campaigns, AI Brief reduces setup friction and provides a more transparent audit trail for what the AI is doing.
9 min read - Platform
Google Ads Bid Strategy Testing Now Requires CRM Data: What Changed in 2026
Google Ads changed bid strategy validation requirements in 2026, shifting from surface-level metrics like ROAS and CPC toward conversion value by time window and first-party CRM data integration. Testing a new bid strategy without CRM data now risks false positives and budget waste -- the model validates against aggregated campaign metrics that can be disconnected from actual customer lifetime value.
10 min read - Platform
Meta Ads AI Connectors: Automated Campaign Management and What to Watch Out For
Meta Ads AI Connectors give AI agents -- including Claude -- programmatic access to Ads Manager for campaign management, optimization, and reporting without manual API calls. One-click CAPI access expanded alongside the launch, reducing friction for server-side tracking. For performance teams evaluating AI-assisted campaign management, AI Connectors are the access layer; managing the risks they introduce is the operational work.
10 min read - Platform
Meta Ads CLI: Command-Line Campaign Management for Performance Teams
Meta released the Ads CLI on April 29, 2026, giving developers and AI agents direct terminal access to create, edit, and analyze campaigns without writing custom API code. For teams running high-volume or templated campaigns, this removes the manual UI overhead that previously made programmatic campaign management require a dedicated engineering resource.
9 min read - Platform
Microsoft Ads LinkedIn Job Seniority Targeting: B2B Audience Segmentation Guide
Microsoft Advertising added LinkedIn job seniority targeting with 10 seniority levels across 29 markets, available for Search and Audience Network campaigns. For B2B marketers running Microsoft Ads, this is the most granular professional targeting available in paid search outside of LinkedIn Ads itself. Here is how to configure it and what to measure.
9 min read - Platform
Microsoft Ads UTM Auto-Tagging September 2026: What Changes for Analytics
Microsoft Advertising is changing UTM auto-tagging on September 2, 2026 to separate Search, Audience Network, Shopping, and Performance Max campaign types in Google Analytics and other analytics tools. For marketers who rely on UTM-based channel attribution, this changes how Microsoft Ads traffic appears in GA4 and what remediation is needed before the deadline.
8 min read - Platform
Microsoft Ads Performance Max Placement Reports: Conversion Data Explained
Microsoft Advertising expanded Performance Max placement reports to include conversion and spend data, closing a major reporting gap that previously forced advertisers to infer placement performance from aggregate metrics. For PMax campaigns on Microsoft Ads, this enables channel-level diagnosis that was not available before May 2026.
9 min read - Platform
Google Site Visits Asset: Social Proof in Search and Performance Max Ads
Google officially launched the site visits asset for Search and Performance Max campaigns, displaying aggregated domain click counts in three tiers in ad copy. Accounts with 10,000 or more historical clicks can enable this asset to add social proof signals automatically. Here is how it works and what to test.
9 min read - Platform
Google Performance Max Partner Network Selection: What the Alpha Changes
Google is alpha-testing independent partner network controls for Performance Max campaigns, allowing advertisers to toggle Search Partner Network and Google Display Network separately for the first time. For brands where partner placement quality directly affects ROAS or brand safety, this changes how PMax campaigns are configured.
9 min read - Platform
Google Ads Auto-Classifies Conversion-Based Customer Lists: What Advertisers Must Provide
Google Ads began automatically classifying conversion-based customer lists in June 2026, requiring advertisers to provide clearer signals about where audiences sit in the customer journey. Here is what the classification changes, which signals you need to supply, and how this affects Smart Bidding.
8 min read - Platform
Google Ads Passkeys for Sensitive Actions: What Changes July 15
Google Ads is mandating passkeys for sensitive account actions starting July 15, 2026, replacing password-based login for operations like billing changes and user management. For agencies managing multiple client accounts, this requires setup across every account before the deadline.
8 min read - Platform
Google Search Console Now Tracks AI Search Visibility: What the Beta Reports Show
Google is testing dedicated AI Search performance reports in Search Console, with UK sites receiving the first access to AI-specific impressions and click data. Here is what the beta reports show, how to access them, and how to measure AI search visibility until the rollout reaches your market.
9 min read - Platform
Google Ads API v20 Sunsetted June 10: Migration Guide and Priority Order
Google Ads API v20 officially sunsetted on June 10, 2026. Calls to v20 endpoints return errors immediately. This is the migration priority order: what breaks first, what to fix first, and which version to target.
7 min read - Platform
Google Ads Brand Lift Now Measures Association: What the New Metric Reveals About Creative
Google Ads introduced the Association metric in Brand Lift Studies in April 2026. It measures whether your campaign moves how consumers connect your brand to specific attributes - filling the gap between raw awareness and purchase consideration.
7 min read - Platform
Google Ads Bid Strategy Testing in 2026 Requires CRM Data, Not Just Campaign Metrics
Google Ads has shifted bid strategy validation toward conversion value by time and first-party CRM data. Testing on campaign metrics alone now produces false positives. Here is the operational setup teams need before running any bid experiment in 2026.
7 min read - Platform
Google Ads API Now Reports Product-Level Metrics for PMax, Video, and Demand Gen
Google Ads API adds product-level cost and conversion data for Performance Max, Video, Demand Gen, and App campaigns on June 15, 2026. Agencies and in-house teams can now build automated product-ROI alerts without manual UI extraction.
6 min read - Platform
Meta Developer Policy 10.5: What Agencies and Ad Platforms Must Do Before February 2027
Meta updated Developer Policy 10.5 and 10.6a, effective February 3, 2027, requiring all ad-buying solutions -- agencies, platforms, and resellers -- to disclose complete spending and campaign data directly to the advertiser client. Here is what the policy requires, who it affects, and the compliance steps to complete before the deadline.
8 min read
