In The Lab

Living Content Strategy: How B2B Teams Run the Operating Loop Living Content

Living Content Strategy: How B2B Teams Run the Operating Loop

A living content strategy connects measure, decide, improve, and repurpose into one operating loop. Learn tiered URL ownership, cadence design, and org roles for B2B content teams.

John Paul MainsJuly 3, 2026

Content Engineering Platforms and Services: What Teams Actually Need Content Production

Content Engineering Platforms and Services: What Teams Actually Need

Evaluating a content engineering platform or services partner? Compare build vs buy, core capabilities (templates, CMS, measurement, AI visibility), and how to scope work that actually scales.

John Paul MainsJuly 2, 2026

Why Blog Traffic Drops When You Still Publish Regularly Content Analytics

Why Blog Traffic Drops When You Still Publish Regularly

Publishing every week but traffic keeps falling? Five reasons publish-more-still-fails, how to spot decay and cannibalization, and a 90-day recovery plan.

John Paul MainsJuly 1, 2026

Content Metrics: What to Track (Definitions + Starter Dashboard) Content Analytics

Content Metrics: What to Track (Definitions + Starter Dashboard)

Which content metrics should B2B marketers track? Get 12 definitions, GSC and GA4 data sources, review cadence, and a starter dashboard layout.

John Paul MainsJune 30, 2026

What Is Content Analytics? (Definition for Marketing Teams) Content Analytics

What Is Content Analytics? (Definition for Marketing Teams)

Content analytics measures how your content performs across discovery, engagement, and pipeline — and what to fix next. A practical B2B definition and starter plan.

John Paul MainsJune 29, 2026

Does Evergreen Content Stay Visible in AI Search Longer? Living Content

Does Evergreen Content Stay Visible in AI Search Longer?

Does evergreen content stay visible in AI search? Evergreen topics can last, but pages need tiered refresh cadences, seasonal updates, and prompt checks to stay cited in answer engines.

John Paul MainsJune 26, 2026

AEO Metrics to Track and a 90-Day Experimentation Roadmap AEO

AEO Metrics to Track and a 90-Day Experimentation Roadmap

Which AEO metrics to track for AI search, how to log citations manually, and a 90-day experimentation roadmap that joins prompt data to GSC, GA4, and pipeline.

John Paul MainsJune 25, 2026

Signs of Content Decay in Blog Articles (Early Warning Checklist) Content Analytics

Signs of Content Decay in Blog Articles (Early Warning Checklist)

Spot content decay before traffic craters: GSC and GA4 warning signs, a 10-point checklist with act-now vs monitor guidance, and a 30-minute diagnostic spot check.

John Paul MainsJune 24, 2026

Content Engineer Job Description: Role, Skills, and Responsibilities Content Production

Content Engineer Job Description: Role, Skills, and Responsibilities

What a content engineer does day to day, core responsibilities, skills to list in your job post, and how the role differs from content strategist and SEO.

John Paul MainsJune 23, 2026

Why Content Still Matters for SEO (Beyond Keywords) Content Analytics

Why Content Still Matters for SEO (Beyond Keywords)

Why content quality, freshness, and intent still drive SEO and AI visibility in 2026, and how to measure whether your content library is working.

John Paul MainsJune 22, 2026

Content Metrics That Signal Decay vs Growth Content Analytics

Content Metrics That Signal Decay vs Growth

Learn what metrics show content decay vs growth using GSC and GA4. Decision table for refresh now vs monitor, with examples for B2B marketing teams.

John Paul MainsJune 19, 2026

How to Get Your Content Cited in AI-Generated Answers AEO

How to Get Your Content Cited in AI-Generated Answers

Learn how to appear in AI search results with structure, trust signals, living content refreshes, and content engineering workflows that earn citations in ChatGPT, Perplexity, and Google AI answers.

John Paul MainsJune 18, 2026

How to Build a Content Decay Monitoring Workflow Content Analytics

How to Build a Content Decay Monitoring Workflow

A practical monthly GSC and GA4 workflow to catch content decay early, spot query shifts, and decide when to refresh.

John Paul MainsJune 17, 2026

How to Track Your Presence in AI Search Results AEO

How to Track Your Presence in AI Search Results

A practical monthly workflow for tracking citations, mentions, and accuracy across ChatGPT, Perplexity, and Google AI answers.

John Paul MainsJune 16, 2026

From pageviews to decisions: a simple measurement framework Content Analytics

From pageviews to decisions: a simple measurement framework

Pageviews tell you traffic moved. They do not tell you what to do next. A four-layer content measurement framework ties visibility, engagement, influence, and outcomes to specific decisions.

John Paul MainsJune 15, 2026

Content Analytics for B2B: Tying Posts to Pipeline, Not Vanity Metrics Content Analytics

Content Analytics for B2B: Tying Posts to Pipeline, Not Vanity Metrics

B2B content analytics should tie posts to pipeline, not pageviews alone. Metrics by funnel stage, CRM influence, assisted conversions, and a scorecard leadership trusts.

John Paul MainsJune 12, 2026

Building a Content Analytics Dashboard Marketers Actually Use Content Analytics

Building a Content Analytics Dashboard Marketers Actually Use

How to build a content analytics dashboard your team opens every week: decision-first metrics, four MVP views, and a monthly review rhythm that changes what you publish.

John Paul MainsJune 11, 2026

SEO, AEO, GEO, AIO and Experience Optimization AEO

SEO, AEO, GEO, AIO and Experience Optimization

Evergreen hub pages still need seasonal updates. Here is what to refresh each quarter, what to leave alone, and how to measure whether the pass worked.

John Paul MainsJune 11, 2026

Seasonal Content Refreshes for Evergreen Hubs: What to Update and When Living Content

Seasonal Content Refreshes for Evergreen Hubs: What to Update and When

Evergreen hub pages still need seasonal updates. Here is what to refresh each quarter, what to leave alone, and how to measure whether the pass worked.

John Paul MainsJune 10, 2026

Redirect Chains After Content Consolidation: How to Find and Fix Them SEO

Redirect Chains After Content Consolidation: How to Find and Fix Them

Merged overlapping posts but traffic still looks wrong? Learn how redirect chains after content consolidation slow crawlers and how to flatten them.

John Paul MainsJune 9, 2026

How to Run a Content ROT Analysis (Redundant, Obsolete, Trivial) Content Analytics

How to Run a Content ROT Analysis (Redundant, Obsolete, Trivial)

Sort redundant, obsolete, and trivial blog URLs so you know what to merge, refresh, redirect, or remove. A practical ROT workflow with Search Console data.

John Paul MainsJune 8, 2026

How to Build an Editorial Calendar From Decay and Opportunity Data Content Analytics

How to Build an Editorial Calendar From Decay and Opportunity Data

Stop planning content from meetings alone. Use Search Console and analytics to rank decay fixes and opportunity gaps on one editorial calendar your team can execute.

John Paul MainsJune 5, 2026

How to Fix Outdated Statistics in Old Blog Posts Content Analytics

How to Fix Outdated Statistics in Old Blog Posts

Outdated stats quietly hurt trust and rankings. A practical workflow to find, verify, and replace old numbers in blog posts without a full rewrite.

John Paul MainsJune 4, 2026

How to Improve Old Blog Posts That Stopped Ranking Content Analytics

How to Improve Old Blog Posts That Stopped Ranking

Old posts losing traffic? A practical workflow using Search Console and analytics to diagnose decline, refresh content, and recover rankings.

John Paul MainsJune 4, 2026

Impressions vs Clicks: What GSC Is Really Telling You Content Analytics

Impressions vs Clicks: What GSC Is Really Telling You

Impressions and clicks tell two different stories in Google Search Console. Here is how to read the gap between them and turn it into a content plan.

John Paul MainsJune 2, 2026

Content Analytics for AEO, How to Measure Visibility in AI Search Content Analytics

Content Analytics for AEO, How to Measure Visibility in AI Search

For years, content analytics was built around a familiar path. Someone searched. They saw your result. They clicked. They landed on your website. Then you measured what happened next. That path still matters. But it is no longer the whole story. People now get answers from Google AI Overviews, AI…

John Paul MainsMay 29, 2026

Content Analytics Metrics, What to Track and What to Ignore Content Analytics

Content Analytics Metrics, What to Track and What to Ignore

Most content reports are full of numbers... Traffic. Pageviews. Rankings. Engagement time. Clicks. Scroll depth. Conversions. Bounce rates. Impressions. Assisted conversions. Social shares. Backlinks. All of those numbers can be useful. They can also become noise. The problem with many content analytics reports is not that they lack data. The…

John Paul MainsMay 22, 2026

Why Your Website Traffic Is Dropping, and What to Do Before Leads Dry Up Content Analytics

Why Your Website Traffic Is Dropping, and What to Do Before Leads Dry Up

For a long time, website traffic felt like one of the clearest signs that digital marketing was working. If traffic went up, people were finding you. If traffic went down, something was wrong. That is still partly true, but it is no longer the whole story. Today, a business can…

John Paul MainsMay 20, 2026

Reverse Engineering Claude and OpenAI Conversion Funnels Conversion Rate Optimization

Reverse Engineering Claude and OpenAI Conversion Funnels

Your website is pulling traffic. Maybe decent traffic. But visitors keep leaving without buying, signing up, or even reaching out, and you can't figure out why. Here's the thing: the answer usually isn't buried in your analytics. It's staring back at you from your own homepage. Messaging that's too vague.…

John Paul MainsApril 24, 2026

How to Stay Visible in Search and AI Answers When Content Is Easy to Create Content Production

How to Stay Visible in Search and AI Answers When Content Is Easy to Create

For years, businesses could gain traction in search by simply creating more helpful content than their competitors. That playbook is breaking down. With AI, a large competitor can now produce a massive amount of content on nearly any topic in a fraction of the time it once required. Some of…

John Paul MainsMarch 18, 2026