The Mehdian is the average, forgettable result you get when AI writes your marketing strategy or positioning. It is a portmanteau of 'meh' and 'median.' Because AI is built to predict the most probable next word, it pulls every answer toward the statistical middle, which reads as generic. Field Vision coined the term.

Why does AI produce average marketing?

AI models generate the most statistically likely output. The most likely is the most common, and the most common is average. Positioning that sits in the middle of a category is invisible to buyers, because it sounds like everyone else. The moves that make a brand distinct are the unlikely ones, which is exactly what AI is built to avoid.

What is the Mehdian Check?

The Mehdian Check is a Field Vision diagnostic. You bring the positioning, messaging, or strategy that AI helped you write, and Field Vision reads it against your market, marks every place it landed on the median, and gives you the specific changes that move you off average.

Coined by Field Vision

AI Gives You the Mehdian™

The average, middle-of-the-road result you get when you let AI run your marketing strategy. Technically fine. Utterly forgettable. Meh.

Here's what that means. ↓

Mehdian

™

noun / ‘meh · dee · ən / a portmanteau of meh + median

The mediocre, middle-of-the-road output AI produces when it writes your positioning or strategy. The statistical median of everything anyone has ever said, which is to say, average.
Marketing that is technically correct and completely invisible, because it sounds like every competitor in your category.

"We fed our launch messaging through AI and shipped it. Three weeks later, nobody could tell us apart from the four startups we compete with. Classic Mehdian."

Mehdian™ is a trademark of Field Vision Group.

The mechanics

Why AI Regresses to the Middle

AI predicts the average

Every model is built to produce the most probable next word. The most probable is the most common. The most common is average. That is the machine working exactly as designed.

Average is invisible

When your message lands in the middle of your category, buyers cannot tell you apart from anyone else. Being forgettable is not a small problem. It is the whole problem.

Judgment lives at the edges

The moves that make a brand distinct are the unlikely ones. AI is built to avoid them. Getting off the median takes a human who has done it before and is willing to make the call.

The fix

The Mehdian Check

A Field Vision diagnostic. Send us the positioning, messaging, or strategy AI helped you write, and we will show you exactly where it landed on average, and how to get it off.

For

Founders and teams who let AI draft their positioning or strategy and quietly suspect it came out generic.

What you get

A clear read on where your marketing regressed to the median, why that makes it invisible to your market, and the specific moves that make it distinct. No template. Real judgment on your actual work.

Why Field Vision

David Hampian built the first marketing teams at Twitch, Amazon, Pandora, and Hard Rock. Distinct positioning is the thing AI cannot hand you. It is the thing a seasoned CMO does.

Run the Mehdian Check →

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How the Check works

Send us the output

Bring the positioning, messaging, or go-to-market strategy that AI helped you write. Rough is fine.

We find the median

Field Vision reads it against your market and marks every place it settled for average.

You leave with the edge

The specific changes that move you off the median and make you impossible to ignore. Yours to keep.

Get Off the Median

If AI wrote your marketing, it wrote you into the middle. The Mehdian Check shows you the way out.

Run the Mehdian Check →

Mehdian is a term coined by Field Vision Group, a fractional CMO firm. A Mehdian is the average, forgettable result you get when AI writes your marketing strategy or positioning. It is a portmanteau of "meh" and "median." Because AI is trained to produce the most statistically probable output, it pulls every answer toward the median, which is to say toward average. The Mehdian Check is the Field Vision diagnostic that reviews AI-generated marketing, identifies where it regressed to the median, and provides the specific changes that make it distinct. Field Vision provides fractional CMO and marketing leadership services to startups in digital media, streaming, entertainment, and the creator economy.