Google AI Impressions Are Not AI Traffic: Reconcile Search Console With GA4
Map an AI impression, click, browser visit, analytics session and conversion as separate events, then reconcile them with a bounded measurement ledger.
From this desk
Start with the most useful page
The featured page offers a strong introduction. The remaining cards help readers move through this editorial section without turning the archive into a service menu.
Read the featured guide
Build an evidence-led publishing workflow
Move from reader job and claim classification through research, drafting, skeptical review, technical preparation, publication, and maintenance.
Field guide
Understand the reasoning
Use a guide when the task needs context, sequence, evidence standards, tradeoffs, and a defined final gate.
Checklist
Execute the final checks
Use the interactive pre-publish checklist when the method is understood and the work needs a repeatable release gate.
Browser tool
Preview one decision quickly
Use a focused tool when the task can be reduced to clear inputs, an immediate output, and an explicit limitation.
Complete guides
Work through the full method
Guides are reserved for tasks that need a substantial ordered workflow. Shorter decisions remain focused articles, checklists, or tools.
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Crawled Isn’t Indexed: A Large-Ecommerce Indexation Workflow
Define the indexable product set, segment outcomes by template and reason, close faceted crawl traps, and improve selection signals before requesting more crawling.
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Organic Traffic Dropped While GA4 Filled With Ghost Spam: A Two-System Diagnosis
Separate a real Google Search decline from GA4 referral noise with one incident card, Search Console segmentation, analytics classification, and independent recovery rules.
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News publishers and AI: How French media can grow across Google News, Discover, and AI search
French news publishers can use AI to accelerate document review, transcription, accessibility, quality control and format adaptation—while keeping human accountability and original reporting at the center. This guide maps the technical, editorial and measurement work required across Google News, Discover, AI answers and direct readership.
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How to Track AI Search Referrals in GA4
Create a maintained AI-assistant referral segment in GA4, preserve the raw source evidence, and report click visits without presenting them as complete citation coverage.
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Organic Clicks Are Up but Sales Are Down: A Diagnostic Workflow
Trace rising organic clicks and falling sales through measurement, query intent, device, landing page, stock, price, checkout, payment, and attribution.
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The First SEO Client Report: Decisions and Outcomes, Not 30 Charts
Build a one-page SEO report that connects Search Console observations, landing-page behavior, business outcomes, confounders, and a named next decision.
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Robots.txt Is 200 but Unreachable to Google: A Network Diagnostic
Diagnose a crawler-facing robots.txt failure across DNS, IPv4 and IPv6, TLS, CDN, WAF, redirects, and origin logs instead of trusting one browser request.
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AI-Generated Free Tools: When Utility Becomes Scaled Content Abuse
Apply a 12-point launch gate to decide whether an AI-assisted tool library provides distinct utility or produces thin indexable templates at scale.
A useful standard
What qualifies as a SearchEngineAnswer guide
A guide earns its length by helping a reader complete a demanding task. It should be navigable, testable, and useful after the first read.
A bounded reader job
The opening states who the guide is for, what decision or task it supports, and what remains outside its scope.
An ordered method
Sections follow the work itself. Examples, evidence, and limitations appear beside the decisions they constrain.
A completion gate
The ending defines what finished looks like, what still needs monitoring, and which tool or checklist supports the next step.
References and next steps