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Tom Dehnel

Writing on SEO, AI search, marketing, philosophy, and assorted other things by Tom Dehnel.

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ChatGPT Is Rebuilding the Shopping SERP and Your Product Feed Is the Entry Ticket

ChatGPT ads are now running product carousels pulled straight out of retailer feeds, and Google onboards merchants to its commerce protocol through Merchant Center. The work that decides whether an assistant can sell your product is feed hygiene, not an AI search retainer.

The "G" is Not a Benchmark: Why Scale Will Never Yield AGI

Generality is not solving millions of tasks quickly. It is creating new explanations. Scaling an optimizer gets you a better optimizer.

Mike Ehrmentraut is my Parenting Spirit Animal

Your Youngest Customers Stopped Clicking and They Are Not Going Back

Nearly half of Google searches now end without a click, and the rate climbs the younger the searcher gets. No court order is going to hand those clicks back, so build for the 86% of clicks that go to businesses nobody was looking for.

The Smartest Thing You Can Do in SEO Is Get Dumber on Purpose

Most SEO teams get worse results because they are too clever. Almost everything that matters comes from two levers: the best content you can make and as much offsite coverage as you can earn. Do those relentlessly and ignore the rest.

Almost Every AI Visibility Case Study You Have Read Is Superstition

AI search visibility is one of the fuzziest numbers in marketing, and we keep treating it like hard proof. Move fast on intuition when you have to, just stop pretending the dashboard settled anything.

What is Narrative Seeding?

Narrative seeding is when a story gets planted in smaller outlets first, wrapped in a friendlier frame, so that by the time it reaches the big papers the framing is already settled.

You Cannot Opt Out of AI With a Line in Your Robots.txt

Cloudflare added a Content Signals directive that lets you tell AI to leave your content alone. Google just confirmed no crawler or LLM honors it, so all it really gives you is the feeling of having opted out.

Your AI Visibility Dashboard Is Measuring the Wrong Thing

Citation counts are a bad explanation of AI visibility. An AI answer can recommend your brand four times and hand the citation to someone else. Measure mentions, impressions, and outcomes instead.

The Labor Theory of Knowledge

There's a belief I keep running into, usually from people who are proud of how hard they worked to learn something. They say you can't really know a field unless you've struggled through it yourself.…

The Myth of the Data-Driven Discovery: A Popperian Critique of Induction

Most people think science comes from "induction", which is the process of distilling laws from repeated observations.

Content Writing Guidelines: Writing for Human Trust (Which Drives AI Citations)

The End of Best Practices: How AI Forces Us to Finally Be Creative

I've gotten some reactions from people who have sort of “midwit” interpreted some of my past writing as anti-AI, but that is completely wrong and I love using AI and I think it’s great.

Moana is a story about today

The island gives us what we need. And no one leaves.

The Myth of STEM and the "Hard" Sciences

People assume that STEM fields are somehow more valuable or serious because they are "reality-based," while the humanities are merely matters of opinion.

The "freedom of speech isn't freedom from consequences" fallacy

The "freedom of speech isn’t freedom from consequences" line has become one of the more common online canned responses in debate. It's a conversation-ender designed to sound like common sense. But it's actually a rhetorical…

Do LLMs trust some sources more than others?

The short answer is yes. While system prompts generally do not contain a list of specific trusted publishers with associated scores (e.g., "Weight the New York Times at 1.0 and a Blogspot site at 0.2"),…

The culture of progress

For 99% of human history, our default culture has been static. Most people never saw any real improvements in their lives. And if nothing can improve, why even try?

Simplifying SEO & AI Search

To show up in AI search results, you’ll need to make a few tweaks to your SEO program. The good news is if you’re already doing SEO at a high level (like my clients), then…

Dunning-Kruger But for Smart People

Smart people may be dumber than dumb people, because they have access to more ways to fool themselves and overestimate their understanding.

Cultural problems preventing progress

One thing these beliefs have in common is to the person who holds them, it really feels like they are doing something positive. In actuality the beliefs are self-defeating and the according behaviors stifle progress…

Big Progress

Why You Need an Expert to Manage Your Link Building

How AI Changed the SEO Content Game (And What Still Matters)

For years, producing SEO content has been a grind. Companies aiming to dominate organic search faced an uphill battle to meet the demand for fresh, high-quality content.

Value your time. Trash belongs in landfills.

With a lot of Amazon returns, it’s a pointless waste of time to send the thing back to Amazon and you should throw it away instead.

What is Woke? Definition and Characteristics of Woke People

I don't mean this post to be critical so much as descriptive. A lot of times when people say something is "woke" they are trying to describe it, not necessarily be pejorative. So I figured…

Everything is racist

A reminder of what things were like from 2020 to 2023.

Democracy exists to correct errors, not build consensus

People often think of democracy as a sort of "majority rule" system, where everyone gets to vote on leaders and laws and the result is that the largest number of people are happy.

Crushing the Myth of Late-Stage Capitalism

Capitalism is the only economic system that includes reliable, built-in incentives to solve problems by organically removing bad ideas, products, and companies, and replacing them with better ones in a reasonable time frame, without violence.

The word ”impact” doesn’t have any impact at all

The growing use of the word "impact" to speak passively is weakening the English language.

Identity Debt: The Future Cost of Being You

They say you can be anything you want to be, but they never mention the cost of maintenance.

Principles and concepts list

1. Writing out my thoughts helps me find errors in my thinking. 2. Stating my principles publicly helps me stay accountable.

Page Speed: Benefits of a Fast Website for SEO

By now, anyone with even a single toe dipped into the SEO world has heard Google’s message loud and clear: Page speed and experience are ranking factors (and have been since 2010) and can directly…

Wikipedia Brand Pages: A Good Idea for SEO?

I’ve been asked a couple of times by clients whether they should make a Wikipedia page for their brand. Usually, they want to know if a Wikipedia page will be a good thing for SEO.

How to Fix Broken Backlinks

In this post, I'll show you the method I use with my clients to identify and fix broken backlinks.

The 100 Year Workout Plan

What kind of exercise plan could you do for the next 100 years?

Why Content Quality Matters for SEO

If you want to do SEO well, you’re going to have to learn to make better quality content.

What is Russell Conjugation?

Russell Conjugation is when someone chooses different words to describe something, depending on how favorable they want to be to the thing they are describing.

How to Be Wise About Working From Home

I work from home every day as an SEO consultant, and I've got a few years of work-from-home experience that I think would be useful to share.

39 Ways Companies Stack the Deck Against You in Job Interviews

Updated September 2020.

How to Use Keyword Research for SEO

I wrote this article to help content writers use keyword research in their writing. It assumes the keyword research is already completed, and you're sitting down to write/edit with that list of keywords in front…

The Best Pizza in San Francisco

B2B vs B2C SEO: Don’t Make This Mistake

As an SEO Consultant, one of the questions I hear a lot is “Do you mainly do SEO for B2B companies, or are you more of a B2C consultant?”

Time Management, or How to Control Your Destiny by Ignoring Slack (Sometimes)

I used to think time management was about designing the perfect schedule. It seemed like if I crack my own code and discover the optimal time to complete tasks throughout the day, I could tailor…

Monthly SEO Packages: How to Get the Most For Your Budget

As a small businesses owner, the deck is stacked against you when it comes to search engine optimization (SEO). You’re often competing in the search results page with websites and businesses much larger than yours,…

The SEO Value of Backlinks: Authority, Relevance, Traffic, and Awareness

"They're just robots, Morty!"​ or How SEO People Overestimate the Intelligence of Google

Take a walk south of Market Street here in San Francisco and you can't help but feel it. From the well-known tech logos displayed on the buildings to the electric bicycles, skateboards, and unicycles zipping…

Giving More Than You Receive and Other Sales Principles

At age 14, my first job ever was "hot dog man" at a baseball stadium. In hot dog sales you have a very simple script: Take this tray of hot dogs and walk around the…

What If Leadgen Were More Like a Conversation?

Instead of forcing a customer to fill out a lead form, why not discover their information the same way real people do? I think it's really cool that any business can have a basic lead…

Instantly Give Yourself More (and Better) Content Marketing Topics

Obsessively persistent. That’s how brands have to be if they want to deliver good content marketing results. It’s definitely not good enough to have a writer churning out blog posts once a month. You have…