Marketing
01 June 2023
Instacart rolls out generative AI, virtual store
Ask Instacart answers prompts with personalized recommendations.
Photo by Marques Thomas on Unsplash
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A pair of recent launches from Instacart highlight how the grocery ecommerce company is integrating two of the key emerging areas of technology into its offerings: Generative AI and marketplaces.
Let’s take a look:
AI-powered search
Instacart is seeking to harness generative AI to create a more personalized shopping experience.
A new tool called Ask Instacart that is launching this week is designed to allow customers to type in questions about specific recipes or general recommendations for an occasion. Embedded in the search bar, Ask Instacart also provides personalized questions to be asked by customers. In addition to specific items, it provides information about food preparation, product attributes and dietary considerations.
For those eying how generative AI will play a role in the shopping experience, Ask Instacart shows how search can be transformed into a place for discovery. Instacart is aiming to provide answers to the more open-ended questions that people would naturally ask, not just simply provide info in response to a question that has one answer. It shared the following sample prompts:
- “What fish is similar to salmon?”
- “What can I use in a stir-fry?”
- “What are dairy-free snacks for kids?”
The tool is also showing the way for generative AI to integrate with retail media. Ask Instacart is designed to integrate with a brand's sponsored products campaign, so that the answers to questions that match consumer needs can also provide a way for brands to stand out.
To create the tool, Instacart combined the language understanding of ChatGPT with its own AI models. It added in catalog data from 80,000 retail partner locations around the country, which together have more than one billion shoppable items.
Beyond mission: Ecommerce marketplaces have honed a shopping experience where it’s easy to find what you’re looking for. But if shoppers want to happen upon something they didn’t know they needed, social media or the store is still the best place to visit. Instacart is showing how generative AI can make discovery a marketplace function. It also signals that advertising will come to generative AI by way of retail media. Going forward, the growth of discovery could make retail media more valuable as a tool for advertising that raises brand awareness, not just lower-funnel conversions.
A virtual store
Instacart will power a new virtual convenience store for the grocery chain Aldi.
Aldi Express will feature 2,000 of the most-shopped Aldi items, ranging from prepared food and snacks to grocery staples.
Drawing on 2,100 Aldi locations around the country, items will be delivered as fast as 30 minutes, the companies said.
“Through ALDI Express, we’re making shopping more convenient so you can satisfy a craving or get a missing ingredient in minutes,” said Scott Patton, VP of National Buying at ALDI, in a statement. “Together with Instacart, we’ll continue to find ways to innovate and make the online grocery experience even more effortless and accessible.”
Aldi began offering delivery via Instacart in 2017, and has since expanded services to include pickup as well as alcohol delivery.
Aldi’s marketplace moment? While Aldi previously offered delivery, making the assortment available through a virtual store offers the opportunity to create a marketplace for its goods. With the virtual store, it will more closely resemble DoorDash and Uber Eats, which have been expanding their grocery assortment. With a marketplace, additional revenue opportunities could open up for the grocer, such as advertising through retail media.
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Jun 09, 2023
Shopper Experience
08 June 2023
AI, but make it fashion: Rent the Runway, Stitch Fix look generative
"Fashion ecommerce is one of the most cumbersome customer experiences that exists," said Rent the Runway CEO Jennifer Hyman.
Photo by Daniel G. Wells III, used under a Creative Commons license.
The rise of generative AI is bringing with it a groundswell of interest and concern about how the capability to automatically synthesize information and create something new will change how we work.
Given that AI will sit within the architecture of our digital lives, it’s also worth considering how the technology will introduce new tools for other aspects of life, as well.
For two ecommerce innovators in the apparel space, it’s a time to explore how it will transform shopping. Rent the Runway is set to roll out new AI-powered search capabilities, while Stitch Fix is drawing on a long history with data science and machine learning to personalize the inventory buying process.
Here’s a look at the initiatives underway at each company, and their visions for the future:
Rent the Runway: From search to concierge
Rent the Runway is putting a focus on the customer experience this year as it seeks to retain more subscribers and continue a yearslong push toward profitability.
This is resulting in the introduction of a variety of new initiatives, from the addition of an extra item to all orders to speeding up page load times. Yet as CEO Jennifer Hyman zooms out, she sees change being necessary on an industry-wide level in fashion. Beyond adding new features, AI can play a transformational role.
“I think that fashion ecommerce is one of the most cumbersome customer experiences that exists. You are searching through pages and pages and pages of content to find the items that you like and no one likes doing this,” Hyman told analysts on the company’s earnings call this week. “As an industry that still is selling physical products, AI is going to be -- fashion is going to be a major beneficiary as an industry.”
As a rental service, Rent the Runway has a distinct niche in fashion that lends itself to AI’s advantages, Hyman said. As opposed to a retailer that a consumer may visit a couple of times a year, RTR is used frequently by customers. So Hyman said there are opportunities to turn Rent the Runway into a “utility” by creating a more seamless experience.
This frequent use also provides a “highly unique” dataset, Hyman said. They know what a customer is planning to do based on what they rented. They know whether she liked or disliked an item, and many customers are reviewing 10 items per month. They know her size and how an item fits. This can be put to work in tools that allow customers to ask questions, and find answers.
The first application that combines AI and these advantages will appear in the coming weeks, when Rent the Runway plans to launch a beta of AI-driven search. The tool will allow customers to search for common terms or use cases for an item. So a person will be able to write “Miami vibe,” “‘clambake in Nantucket,” or “tropical motifs,” and receive results about what to wear for such an occasion.
The goal is to help customers sift through the endless aisle, and instantly finds what's right for them.
“I think that across all fashion sites, all over the world, the way that people are searching for product is fairly vanilla, it's fairly functional, right?" Hyman said. "You can go to a site and search for a T-shirt, you can go to a site and search for a black-tie gown. The fact that we're going to be able to enable our customers to search how they actually want to use this closet in the cloud, to search for items to wear to my beach bonfire this weekend, that is a completely different way to search, and I think that it really brings out the value proposition of what a closet in the cloud is all about."
Hyman sees this as a first step in the company using AI models to improve the product experience, and expects more tools to appear in the coming months. RTR is also introducing an SMS concierge experience for onboarding that allows customers to text with a member of the customer service team. The company is already exploring ways that AI can be incorporated into that tool, as well.
In the longer term, Hyman said the company has a vision that will leverage AI to allow customers to communicate with Rent the Runway asynchronously across different modalities, and have a stylist that is constantly available to recommend items, pick out new inventory and answer questions.
“If we are utilizing AI appropriately over the next few years, I see no reason why someone even has to come to our website,” Hyman said.
Stitch Fix: Inventory buying and beyond
Stitch Fix has long married AI with human curation to provide outfits on a subscription basis.
“For years, we have utilized capabilities in generative AI, injecting scores and language into our personalization engines and, more recently, automatically generated product descriptions,” CEO Katrina Lake told analysts. “We have also developed and implemented more advanced proprietary tools such as outfit generation and personalized style recommendations that create a unique and exciting experience we believe is unmatched in the market.”
A new area where the company is applying AI is inventory buying.
“We have historically utilized a number of tools to make data-informed decisions with our inventory purchases,” Lake said. “Now, directly leveraging our personalization algorithms, we have developed a new tool that creates an exciting paradigm shift, which will utilize math scores at the client level to drive company-level buying actions. We expect the clarity of demand signals at the individual client level to drive more proactive and efficient inventory decisions as a company. And because of this, we expect to see higher success rates on fixes and drive increases in keep rates and [average order value] over time.”
Early results are promising. When compared with existing buying tools, testing showed a 10% lift in keep rate and AOV. By the end of this quarter, Stitch Fix expects 20% of all purchase orders to be algorithmically informed.
With experience using AI and a team in place to build, Stitch Fix is investing in the technology. Like Rent the Runway, it also has a unique dataset that offers an immediate advantage.
Here are Lake’s thoughts about how Stitch Fix’s AI strategy:
One of the things that I love about our experience is that we have generative AI that's really in more of a visual format. And so, the outfits that we have in our app, those are actually taking into account your preferences, what we know about you, and then in combination with what we know that you own in your closet. And to be able to kind of continue to push that technology and to be able to continue to give people more value in their experience with Stitch Fix, that's a really good example of, I think, a capability that is, firstly, really aligned with our capabilities around data and personalization and really unique to us.
And then I think it's also really compelling because I really think that pushes us as we think about what that addressable market is. I think if we can push outfits to be something that can be an asset to everybody, I think that is a universal thing that people would love to be able to have, is to have access to advice on a daily basis around what to wear and how to wear it.
While these are distinct companies, their plans lead us to a common conclusion: While the talk around generative AI might be new, many technology-forward companies already have assets sitting inside them that can be leveraged to build new tools. Uncover what’s already there, learn about the AI’s capabilities and develop a solution that's right for your organization. Then, talk to customers to determine how to improve it. It might mean commerce looks different, but that’s okay. The point is to create a better experience.
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