- The DTC Insider
- Posts
- ChatGPT Enters the Shopping Game
ChatGPT Enters the Shopping Game
Your weekly dose of growth marketing news & tactics for DTC brands.
Welcome to this issue of The DTC Insider newsletter. ๐
We strive to deliver the latest growth marketing news and trends in the DTC space straight to your inbox every Wednesday.
Do you enjoy reading this newsletter? It'd mean the world to me if you could leave a review here.
Let's dive in!
Topics we'll cover today:
๐ Pause Your High-ROAS Meta Ad Campaign
๐ ChatGPT Enters the Shopping Game
๐ Beyond UGC: Driving Growth with Professional Generated Content
Pause Your High-ROAS Meta Ad Campaign
You should pause this "high ROAS" Meta ad campaign.
(No, I didn't lose it...YET! ๏ปฟ๏ปฟ๐ )
Meta recently rolled out something called Incremental Attribution.
And many advertisers aren't sure how to use it.
๐๐ถ๐ฟ๐๐ ๐ผ๐ณ๐ณ, ๐๐ต๐ฎ๐ ๐ถ๐ ๐ถ๐?
You can now see whether your campaigns are yielding incremental results.
In other words:
Are your Meta ads actually responsible for the purchases they claim to generate?
๐ช๐ต๐ ๐ถ๐ ๐๐ต๐ถ๐ ๐๐๐ฒ๐ณ๐๐น?
Even if you're not optimizing with this setting yet, you can still uncover really interesting insights.
How?
At the Ads Manager, click on the Columns dropdown and you'll see the "Compare attribution settings" option at the bottom.

Once you click there, you'll see the following:

Check the "Incremental Attribution" field and choose "All conversions" for now.
The result?

You'll now see the purchases with your current attribution setting (most likely, 7-day click & 1-day view) right next to the incremental purchases Meta considers.
That means, again, that they wouldn't have happened without this ad campaign.
In the above example, you see in the 2nd row that there are 329 purchases with the 7DC-1DV attribution, but only 87 were incremental (27%).
This campaign focuses on remarketing people at the bottom of the funnel (ie. abandoned carts), so it makes sense that the incrementality is low.
So, the "real" ROAS would be 6.38, instead of 25.82.
Is it bad if I see a big discrepancy between both attributions?
I don't think so.
You WILL see fewer conversions using this attribution setting.
In some campaigns, let's say the ones in which you target broad audiences, will likely be more incremental, but others will be less.
And that's fine.
๐ช๐ต๐ ๐๐ผ๐๐น๐ฑ ๐๐ต๐ฎ๐ ๐ต๐ฎ๐ฝ๐ฝ๐ฒ๐ป?
Multiple reasons. Some are more obvious than others.
One could be that the campaign is targeting previous customers, or even people who recently abandoned their cart, like in the above example.
And let's say they were already impacted by your email marketing.
Thus, they were likely going to convert without needing your Meta ads.
๐๐ผ๐ ๐ฐ๐ฎ๐ป ๐๐ผ๐ ๐ฎ๐ฐ๐ ๐ผ๐ป ๐๐ต๐ถ๐?
If you're running a bottom-of-the-funnel campaign with a 10X+ ROAS and this gives you a super low incrementality score (incremental purchases/total purchases).
I'd suggest turning it off and allocating that budget toward a more incremental campaign.
With many differences, compare it with Google's branded ad campaigns...they typically get a super high ROAS, but they don't generate incremental purchases.
Now, if it's not an "extreme" situation and you're not sure how to act on it, try to find your own "incrementality measure" across ad accounts (if you manage multiple) and campaigns.
If most of your campaigns targeting broad audiences have a 12% incrementality score, then that could be your baseline.
Makes sense?
Have any questions or comments? Reply to this email.
--
If you own or work for a DTC brand and don't know how to scale your Meta ads profitably, feel free to book a call with me, and I'll see how we can help you.
IN PARTNERSHIP WITH PORTLESS
Struggling with tariffs? Unsure about upcoming changes? Letโs talk!
With Portless, you only pay tariffs after your customers pay you - so your cash always moves faster than your costs.
โ
Defer tariffs until orders ship (no upfront costs)
โ
Free up working capital for growth
โ
Sell smarter - turn inventory into cash faster
Stop letting tariffs tie up your cash - sell smarter with Portless.
ChatGPT Enters the Shopping Game
We've recently announced that this was coming, but that was fast!

A new era of e-commerce is starting. Why?
๐๐ถ๐ฟ๐๐ ๐ผ๐ณ๐ณ, ๐๐ต๐ฎ๐'๐ ๐ต๐ฎ๐ฝ๐ฝ๐ฒ๐ป๐ถ๐ป๐ด?
ChatGPT is releasing a new feature in which we'll be able to
โคท Discover brands
โคท Compare prices
โคท And buy on the website, FOR NOW
I'm sure we'll be able to buy within that platform very soon.
๐๐ผ๐ฒ๐ ๐๐ต๐ถ๐ ๐ฟ๐ฒ๐ฎ๐น๐น๐ ๐ฐ๐ต๐ฎ๐ป๐ด๐ฒ ๐๐ต๐ถ๐ป๐ด๐ ๐ณ๐ผ๐ฟ ๐ฏ๐ฟ๐ฎ๐ป๐ฑ๐?
Yes, but not always. Let me explain.
What's the LINEAR AND SIMPLIFIED purchase path?
โคท Find you on Google or on social
โคท Do some research
โคท Visit your web
โคท Buy
That was most of us (again, simplifying the user journey).
Until now.
Idk about you, but I find myself using Google less and less.
And more ChatGPT.
So, the above purchase path will soon change for:
โคท Find you on ChatGPT
โคท Choose deal
โคท Buy
Your website is not in the purchase path anymore. ๐ฑ
Most people will stop here and paint a doomsday scenario.
However, that's not the full story.
Why?
People who discover products on social media and other channels outside search engines will likely keep doing that.
In fact, based on a recent stat my friend Jeremiah Prummer at KnoCommerce released, ๐ผ๐ป๐น๐ 8% ๐ผ๐ณ ๐ฑ๐ถ๐๐ฐ๐ผ๐๐ฒ๐ฟ๐ ๐ฐ๐ผ๐บ๐ฒ๐ ๐ณ๐ฟ๐ผ๐บ ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต.

Meaning that the immediate impact of all this won't be that big.
Of course, that's expected to change in the future.
๐ช๐ต๐ฎ๐'๐ ๐๐ต๐ฒ ๐ฏ๐ถ๐ด ๐พ๐๐ฒ๐๐๐ถ๐ผ๐ป ๐ณ๐ผ๐ฟ ๐ฏ๐ฟ๐ฎ๐ป๐ฑ๐?
How to appear on ChatGPT when someone's looking for something you offer.
Before, it was kind of optional...now it's not.
--
Follow me on LinkedIn for more growth marketing content in the e-commerce space.
Beyond UGC: Driving Growth with Professional Generated Content
This brand leverages social live streams differently.
What do they do?
They sell fertility products.
Which means... itโs not just about driving conversions. Itโs about ๐ฏ๐๐ถ๐น๐ฑ๐ถ๐ป๐ด ๐๐ฟ๐๐๐ in a space thatโs deeply personal.
Hereโs the twist:
Instead of generic influencers, they bring in fertility doctors.
Yes! Real professionals answering questions, live.
(You can imagine the trust that builds.)
The result?
โคท More credibility
โคท More engagement
โคท More educated customers
Want the full breakdown?
Check out the latest episode of The DTC Insider podcast.
Brian Roisentul sat down with Samantha Diamond, co-founder of Bird&Be, and unpacked it all.
Tune in ๐
We discussed:
๐ From Beauty to Fertility: Samantha Diamondโs Career Pivot and Purpose
๐ Identifying and Filling Gaps in Fertility Education and Customer Experience
๐ Communicating with Sensitivity in a Deeply Personal Health Space
๐ The Role of Professional Guidance in Building Product Credibility and Trust
๐ Using Social Media to Educate, Support, and Build a Fertility-Focused Community
๐ Backing Products with Clinical Studies: A Non-Negotiable for Trust
๐ Marketing for Non-Impulse Products: Lessons from the Fertility Space
๐ Harnessing Customer Testimonials as a Source of Insight and Motivation
๐ Guiding Customers Through Personalized Quizzes and Educational Tools
๐ Iterating Through Feedback: The Continuous Development Behind Bird and Beeโs Products
Tune in:
More episodes our listeners love:
๏ปฟ๐ ๏ปฟHow BRฤZ is Disrupting the Beverage Industry with Aaron Nosbisch
๏ปฟ๐๏ปฟ Bootstrapping a $100M E-Commerce Empire with Bear Handlon
๐๏ปฟ The Secret Sauce Behind BattlBox's Success with John Roman
๏ปฟ๐๏ปฟ IQBARโs Journey to 10,000 Locations And $50 Million with Will Nitze
๏ปฟ๐๏ปฟ Supplement Brand Bootstrapped $10,000 and Built It Into Sales of $30 Million in Three Years with Ronak Shah
Also Happening in the DTC Space
๐ฐ Benchmark Report: Whatโs the True Value of Your Loyalty Program?
๐ฐ Metaโs Threads ads arrive fast, but advertisers move at their own pace
๐ฐ Google Now Allows Top Ads To Appear At Bottom Of Search Results
Promote your Business to 11,000+ People in the DTC Space
The DTC Insider (newsletter + podcast) reaches a highly qualified audience of DTC founders, directors, and marketers. Learn more about the sponsorship opportunities we offer for your business.
What did you think of today's newsletter?Your feedback helps us create the best newsletter possible. |
If you found this interesting, please leave us a review. Itโd mean the world to me.