FIELD NOTES

Articles.

The longer version of what we post on LinkedIn. What we got wrong, what we tested, and what we'd actually tell a friend.

THE PAYOFF

What We'd Actually Automate First in a Marketing Department, and What We Wouldn't Touch

The instinct is to automate the most visible part of marketing, the outbound content. That's usually not where the automation actually earns its keep.

THE NOISE

The AI Tool That Writes Your LinkedIn Posts Also Writes Everyone Else's

Tools promising to write in your own voice are trained on the same corpus of high-performing posts as everyone else's tool. The result sounds less like you and more like a genre.

STAY AHEAD

The Buy Canadian Moment Is a Marketing Test AI Can't Fake

Authentic local positioning depends on specifics an AI content generator is built to strip away, not add.

THE NOISE

Marketing Attribution Was Broken Before AI. AI Dashboards Just Make the Wrong Numbers Look More Confident

The underlying data problem in attribution hasn't changed. What's changed is how confident the wrong answer now sounds.

THE METHOD

I've Sat Through Hundreds of Vendor Pitches. Here's How to Read an AI Tool's Case Studies Like a Buyer

Years spent both writing case studies and picking apart competitors' during real deals teaches you exactly which numbers to distrust on sight.

THE NOISE

The AI Marketing Team in a Box Pitch Doesn't Survive Contact With a Real Campaign

The pitch is one subscription replacing your whole marketing function. Anyone who has actually run one knows most of the job was never the part these tools touch.

THE METHOD

What 20 Years of Selling Software Taught Me About Reading a Product Roadmap

Sitting through hundreds of vendor roadmap decks over two decades teaches you which slides are real and which are wishful thinking. The same tells apply to AI tools now.

THE METHOD

The Tool We Recommended, Then Quietly Stopped Using

One of the tools on this site worked in the first test and then stopped earning its place a few weeks into real use. Here's which one, and what changed.

STAY AHEAD

The AI Habit That's Quietly Making People Worse at Their Jobs

A Wharton study on nearly 1,000 students found a version of AI help that boosts performance and a version that quietly erodes it. The difference is smaller than you'd think.

THE PAYOFF

The One Automation We Actually Kept Running

We tried a handful of automations while building this site. Only one earned a permanent place in our own workflow.

THE METHOD

The Conflict of Interest We Almost Didn't Disclose

We nearly added a tool to the directory with a glowing recommendation and no mention of who was actually promoting it.

THE NOISE

Why AI Expert Is Starting to Sound Like a Red Flag

The title used to mean something. Now it usually means someone found a new hobby six weeks ago.

THE NOISE

You Don't Need to Watch AI News to Stay Ahead

A creator who tests AI tools for a living told her audience she deliberately waits months before trying anything new. That's not laziness. It might be the actual strategy.