AI Is Not a Discovery Engine
Why AI drives comparison, not inspiration - and why that makes newsletters more powerful than ever
AI Is a Comparison Tool, Not a Discovery Engine
Ask your preferred AI chatbot what to buy today. Give it a try. Then tell me if it inspires you to actually pull out your credit card.
Mine smartly recognized I’m in Whistler, BC presently, and suggested maybe, “A cold drink or snack at a local café.”
Now I’m sure AI will get smarter, and as ChatGPT begins to roll out ads, the experience will evolve, but I’m willing to bet those ads will look and perform a lot like paid search. You already know what you want and are looking for the best way to buy it.
I have been thinking about where AI actually fits in the buying journey ever since reading this study from Partner Centric.
Sixty-five percent of Americans say they trust AI to compare prices. Only fourteen percent say they trust it to place an order.
That gap matters. It shows that AI has earned trust as an evaluator, but not as a decision-maker. People are comfortable letting AI narrow options. They are not comfortable letting it define desire.
It makes sense. We’re far more comfortable with AI helping us evaluate options to make smart decisions, but less comfortable letting it make the final call.
As consumers, we want a relationship with the brands we buy from, if nothing else, to avoid buyer's remorse and feel good about our purchases afterward.
AI Optimizes the Bottom of the Funnel
When someone opens a chatbot and asks about the best price for noise-cancelling headphones, they already know they want headphones. They’re looking for help making a smart decision.
AI is amazing at that. It aggregates reviews, filters features, surfaces pricing, and reduces friction. It makes the bottom of the funnel way more efficient. It’s like search on steroids. It compresses research time. It filters noise. It improves efficiency. But it operates inside existing intent. It does not create it.
Inspiration Happens Upstream
What it does not do is create the need for headphones in the first place. You won’t wake up one morning, open your chatbot, be reminded of that song you love, and think, “I need the latest noise-cancelling headphones!”
So if AI doesn’t inspire demand, and it doesn’t close the sale either, where does inspiration actually happen? Inspiration rarely starts with a query. It starts with exposure. A story. A recommendation. A trusted voice introducing something you were not actively searching for.
There’s a parallel in Dahlia’s travel planning business. Years ago, travel agents nearly disappeared. Why pay someone when you can search flights and hotels yourself?
Instead, travel agents evolved from travel bookers to travel curators. High-end travel planning has grown significantly because people want inspiration, experiences, and access. They want someone who knows what they like, has been to the destination, knows the general manager, and understands what will make the experience memorable.
Because when options become infinite, curation becomes valuable. AI increases choice. Humans increase meaning.
Newsletters Create Intent Before AI Can Optimize It
Newsletters are the inspiration to become better versions of ourselves.
Newsletters play a similar role.
Just like Dahlia’s clients want inspiration and trust her to curate their vacation, your readers trust you to inspire them to be better.
That role cannot be automated. It depends on perspective, taste, and judgment — not aggregation.
They subscribe because you help them become better versions of themselves. Healthier. Smarter. More efficient. More organized. Maybe even hopeful that next year the Jets finally win the Super Bowl.
Newsletters operate earlier in the journey. They are not built for price comparison. They are built for attention, context, and inspiration.
The New Buying Journey: Inspire → Compare → Convert
In a world shaped by AI, the buying funnel becomes clearer:
Inspiration happens in trusted environments.
Comparison happens inside AI tools.
Conversion happens wherever friction is lowest.
Brands that show up only in stage two are competing on efficiency. Brands that show up in stage one shape demand before price becomes the deciding factor.
When a brand sponsors a highly relevant newsletter, readers are introduced to a solution in a trusted environment. Awareness forms. Consideration starts. Intention builds. And the next thing you know, I’ve bought a Justin Fields jersey.
As AI becomes the dominant comparison engine, leverage shifts upstream to the channels that inspire us.
Brands that invest in discovery shape intent before comparison begins. Brands that only show up at the comparison stage compete on price, reviews, and feature lists. That leverage is subtle but powerful. When someone later asks AI for the best option, the brand that already earned trust often wins - even if it is not the cheapest.
Good luck building a brand there.
Thanks for reading.
If you haven’t seen it already, check out the great Dustin Howe’s review of Wellput here:
https://dustinhowes.com/wellput-newsletter-sponsorships-for-brands/
If you want to revisit any past editions, you can find the full archive here:
View the Newsletter Sponsorship Insider archive
Frequently Asked Questions
Is AI replacing discovery channels like newsletters?
No. AI is improving comparison and evaluation. Discovery and inspiration still happen in trusted content environments.
Where does AI fit in the buying journey?
Primarily in the evaluation and comparison stage, helping consumers narrow choices rather than create desire.
Why are newsletters powerful in an AI-driven world?
They operate earlier in the funnel, shaping awareness and intent before consumers begin price comparison.
Will AI ads replace traditional advertising?
AI ads will likely resemble paid search, serving users who already have intent rather than creating new demand.
How should brands adjust their strategy?
Invest upstream in trusted environments that inspire intent, then allow AI to assist in the comparison phase.
