Guides, analyses and practical insights on Google Ads and applied AI.
Campaigns
How ad extensions influence Quality Score and Ad Rank in Google Ads: what the assets actually change in the auction, how expected CTR moves, and what emerges from real account experience.
Campaigns
What Ad Strength in Responsive Search Ads really measures: how to read the rating, what it does not see, and how to use it as a diagnostic signal from real account experience.
Campaigns
What AI Max for Search does in Google Ads campaigns: how the new format works, how search term matching and asset optimization behave, and when to test it based on real account experience.
Campaigns
How Broad Match works in 2026: how Google
Campaigns
How Customer Match audiences work in Google Ads: how the matching process uses your first-party data, how to feed and refresh lists correctly, and what emerges from real account experience.
Campaigns
How first-party signals improve targeting across every Google Ads campaign: what Customer Match data actually feeds, where the signal lands in Search, Shopping, Demand Gen and PMax, and what real account experience says about getting lift from it.
Campaigns
Which ad does Google show with multiple campaigns? The hidden internal auction explained: how Google picks one of your eligible ads per ad location, the role of Ad Rank, and what real account experience reveals about self-competition.
Campaigns
How Google interprets search intent beyond exact keywords: how close variants and keyword matching infer meaning, and what emerges from real account experience.
Campaigns
How Google builds in-market audiences in 2026: which signals the system actually reads, where activity is collected, and what real account experience says about reaching high-intent users.
Campaigns
Remarketing in 2026 after the end of third-party cookies: what still works, what broke, how lists shrank, and what real account experience says about first-party data, Customer Match and consent-driven audiences.
Campaigns
How Responsive Search Ads work under the hood: the internal testing and rotation system that decides which headline and description combinations serve, explained through real account experience and inference.
Measure & Data
Search terms report missing data in 2026: why so much of the report is hidden behind privacy thresholds, how the
Campaigns
Similar audiences are gone from Google Ads: what replaced them, how optimized targeting and Lookalike segments work now, and what real account experience and inference say about the new system.
Strategy
How to structure Search campaigns in 2026 so they work with Google
Measure & Data
Custom columns in Google Ads and the advanced formulas that change how you read data: conditional logic, composite metrics, and advice from real reporting experience.
Campaigns
How Demand Gen targeting works on YouTube and how it differs from Performance Max: audience segments, Lookalike, optimized targeting. Practical analysis based on experience and inference, with official Google sources.
Campaigns
Enhanced CPC in 2026: what is left after the Search and Display deprecation, where ECPC still runs, and what real account experience says about whether it still makes sense to use.
Measure & Data
How to export Google Ads data to Google Sheets and automate reporting: the native add-on, scheduled exports, Apps Script, and what years of building live dashboards on real accounts taught me.
Strategy
How to build Google Ads reports that lead to decisions, not just numbers. Framework, report types, real-account experience and practical templates from a specialist who has built hundreds of them.
Creativity
How Google transcribes and indexes the audio of your videos for content targeting on YouTube and Google Ads. Speech-to-text, contextual signals, topics and keywords: practical analysis with official sources and direct observations.
Campaigns
How Target CPA bidding actually works in Google Ads: the learning behaviour, conversion latency, and the target as an average rather than a cap. Practical analysis based on experience and inference with official Google sources.
Strategy
How to run a complete audit of an inherited Google Ads account: the operational checklist, what to check first, the logic behind every step, and what years of taking over real accounts have taught me.
Measure & Data
How to use Looker Studio to build professional Google Ads dashboards: the Google Ads connector, calculated fields, data blending, and what years of building real client reports taught me.
Campaigns
Maximize Conversions or Target CPA on Google Ads: when one strategy wins and when the other does. Practical analysis from direct campaign experience, learning period, volume and cost control, with official Google sources.
Measure & Data
How offline conversion imports feed Google Smart Bidding with real signals. GCLID, enhanced conversions for leads, value layering and latency: practical experience, inferences and official Google sources.
Campaigns
How PMax decides where to show your ads: the Performance Max signals the system uses. PMax algorithm, contextual signals, user signals, and conversion signals. Guide from real account experience.
Campaigns
How to structure PMax asset groups to maximise reach: headlines, images, videos, audience signals, and practical advice on Performance Max Google Ads from real accounts.
Strategy
When and why portfolio bidding strategy works better than per-campaign bidding in Google Ads: how shared learning behaves, when to consolidate campaigns, and what emerges from real account experience.
Measure & Data
How the Price Competitiveness Report Merchant Center works: Google Shopping price benchmark, price effectiveness score, how to read the data and use it to optimise campaigns.
Campaigns
How Quality Score works in Google Ads in 2026: the three components (expected CTR, ad relevance, landing page experience), how to read them, and how to improve each one from real account experience.
Strategy
How seasonality affects Smart Bidding on Google Ads and how to manage it. Seasonality adjustments, data exclusions, learning phase: practical analysis based on experience and inference with official Google sources.
Campaigns
How to use the YouTube Ads skip rate as a diagnostic Google video ads KPI: what it actually measures, how to interpret it in relation to CPM and quality score, and operational thresholds from real accounts.
Campaigns
How Smart Bidding manages hourly and daily budget: the way the algorithm paces spend across the day, why it overspends on some days, and what emerges from real account experience.
Campaigns
How the Smart Bidding learning period works in Google Ads: how long it lasts, what resets it, what to do and avoid. Field experience and inferences with official Google sources.
Strategy
How the Target ROAS algorithm predicts the value of every single conversion in Google Ads. Auction-time signals, learning phase, observed behaviour on real campaigns, official sources and field inferences.
Creativity
How YouTube
Creativity
AI tools for Google Ads tested in the field: Midjourney, Flux, DALL-E and Imagen for generating ad images. What works on Display, Shopping and PMax, what the algorithm penalizes and the multi-tool workflow.
Strategy
How to structure your weekly Google Ads optimization process: the operational checklist, intervention priorities, the logic behind every decision, and what years of managing real accounts have taught me.
Campaigns
YouTube Shorts ads vs standard video ads: different system logic, YouTube Shorts metrics that are incomparable with long-form video metrics, and best practices from real accounts.
Creativity
How to build video ads that YouTube
Campaigns
How first-party data improves Smart Bidding predictions in Google Ads: what the system infers from your audience signals, what changes in real accounts, and how to feed the model.
Creativity
Which AI tools for Google Ads embed SynthID or watermarks in metadata and which do not. Midjourney, Flux, Imagen, Adobe Firefly, GPT Image: practical analysis with official sources and direct tests.
Creativity
AI tools for Google Ads creative analysis: the difference between ad spy tools and creative intelligence platforms, what signals AI measures, and a practical pre-launch check from real campaigns.
Campaigns
What ALF Advertiser Large Foundation Model does in YouTube campaigns: how it analyzes your videos, its impact on AI video analysis in Google Ads, and what emerges from real account experience.
Measure & Data
How to interpret the Performance Max asset report: asset rating, low good best scores, combinations, and practical advice from direct PMax Google Ads experience.
Creativity
How Asset Studio works in Google Ads: Gemini generates images and text for Performance Max, Demand Gen and Display. Official Google sources, concrete limits and direct observations on real campaigns.
Campaigns
How to add audience signals in Performance Max without losing coverage: Customer Match, remarketing, custom audiences and advice from real PMax Google Ads experience.
Campaigns
How Automatic Image Improvements works in Google Merchant Center: automatic overlay removal, upscaling, white background, documented limits and direct observations on real catalogs.
Campaigns
Brand safety in Performance Max: how to exclude unwanted placements in PMax. Content exclusions, inventory type, site and YouTube channel exclusions. Guide from real experience.
Campaigns
How YouTube brand safety works: how AI decides where your ad doesn
Campaigns
Performance Max budget: how the PMax algorithm allocates spend across channels and auctions. Budget signals, automatic distribution, target ROAS and insights from real Google Ads experience.
Campaigns
How contextual targeting YouTube works and how Google matches video ads on YouTube: signals used, selection logic, differences from audience targeting, and best practices from real accounts.
Creativity
How Google detects creative fatigue in ads with AI: documented CTR decline signals, asset ratings, how to anticipate it in Performance Max and Display. Official sources and direct observations.
Campaigns
What Google detects in the first 5 seconds of video ads: how the system evaluates the YouTube video ad hook, ALF signals, skip rate, and creative quality score.
Campaigns
How the system detects Merchant Center price discrepancies: crawl, comparison between feed and landing page, silent disapprovals and preventive strategies from real accounts.
Campaigns
How Google decides what to show between free Google Shopping and paid Shopping ads: selection logic, ranking factors, operational differences and best practices from real accounts.
Campaigns
Google Shopping images: how AI automatic analysis works, technical and editorial requirements 2026, causes of Merchant Center disapprovals, and how to optimize your catalog. Practical guide with real data.
Campaigns
How Google AI reads Google Shopping product titles and how to optimize them to maximize coverage and ranking. Structure, common errors, and strategies from real accounts.
Campaigns
How ranking works in the Google Shopping carousel: positioning factors, product feed, bid, ad quality, and strategies from real Google Ads account experience.
Campaigns
Why Google Shopping images get rejected: 8 technical causes with exact Merchant Center error, image disapproval, promotional overlay, CMYK, 500×500 pixel 2027, Automatic Image Improvements and how to speed up reprocessing.
Campaigns
When to use Google Shopping supplemental feeds and how to structure a Merchant Center supplemental feed: use cases, limits, differences from the primary feed, and best practices from real accounts.
Campaigns
How GTIN Google Merchant Center and Google Shopping feed product identifiers work: what happens without them, identifier_exists, common errors and best practices from real accounts.
Creativity
Google Display Ads and computer vision: how Google analyzes display ad images, the 20% text rule, the white background paradox, Ad Strength, and how to create creatives favored by the algorithm.
Campaigns
Discover how Performance Max Google Ads really works: asset groups, audience signals, PMax optimisation, practical tips, and what Google doesn
Campaigns
How the Merchant Center automatic review has changed with artificial intelligence: approval speed, new disapproval patterns, and best practices from real accounts.
Campaigns
How the automatic feed verification works in Google Merchant Center: product disapproval, Google Shopping feed errors, approval cycle, and strategies from real accounts.
Creativity
How Google automatically detects overlaid text in Google Ads image creatives. OCR, computer vision, disapprovals, and how to structure creatives to avoid the 20% rule.
Campaigns
Performance Max 2026: all PMax updates, changes to negative keywords, search themes, brand controls and what is still changing. Analysis from real account experience.
Campaigns
Performance Max e-commerce: how to structure the PMax product feed to maximise conversions. Attributes, titles, custom labels and advice from real Google Merchant Center account experience.
Campaigns
How Performance Max evaluates and selects your images: the Low, Good, Best rating system in the Asset Report, Smart Cropping, Image Enhancements and how to optimise creatives for PMax.
Campaigns
How to read Performance Max reports: the PMax metrics that actually matter, KPIs, conversions, ROAS, and what the dashboard does not show. A guide from real account experience.
Campaigns
Performance Max and Search cannibalization: how to stop PMax from eroding Search campaigns. Priority rules, keyword exclusions, brand protection and advice from real account experience.
Campaigns
PMax vs standard Google Ads campaigns: when to use Performance Max and when to prefer Search or Shopping. Differences, limitations and advice from real account experience.
Campaigns
Does the product description Shopping feed really count for Google Shopping ranking? Analysis of the real role of the attribute, queries covered, errors to avoid, and strategies from real accounts.
Campaigns
Product feed optimisation 2026: the Google Shopping feed attributes that matter most for ranking. Title, GTIN, images, custom labels and strategies from real accounts.
Campaigns
How to manage product variants in the Google Merchant Center feed to avoid disapprovals: item_group_id, mandatory attributes, common errors, and best practices from real accounts.
Creativity
How Smart Cropping works in Google Ads: the AI that automatically crops your images to fit placements. Official Google sources, inferences on the mechanism, and how to optimise image composition.
Creativity
The white background paradox in Google Ads: why Google Shopping requires it and Google Display advises against it. Official sources, the contextual mechanism and how to structure your photography workflow.
